diff --git a/.circleci/config.yml b/.circleci/config.yml
index e7e36f1c93..a4f7fa2d6c 100644
--- a/.circleci/config.yml
+++ b/.circleci/config.yml
@@ -72,6 +72,7 @@ jobs:
             pip install "jsonschema==4.22.0"
             pip install "pytest-xdist==3.6.1"
             pip install "websockets==10.4"
+            pip uninstall posthog -y
       - save_cache:
           paths:
             - ./venv
@@ -1517,6 +1518,117 @@ jobs:
       - store_test_results:
           path: test-results
 
+  proxy_multi_instance_tests:
+    machine:
+      image: ubuntu-2204:2023.10.1
+    resource_class: xlarge
+    working_directory: ~/project
+    steps:
+      - checkout
+      - run:
+          name: Install Docker CLI (In case it's not already installed)
+          command: |
+            sudo apt-get update
+            sudo apt-get install -y docker-ce docker-ce-cli containerd.io
+      - run:
+          name: Install Python 3.9
+          command: |
+            curl https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh --output miniconda.sh
+            bash miniconda.sh -b -p $HOME/miniconda
+            export PATH="$HOME/miniconda/bin:$PATH"
+            conda init bash
+            source ~/.bashrc
+            conda create -n myenv python=3.9 -y
+            conda activate myenv
+            python --version
+      - run:
+          name: Install Dependencies
+          command: |
+            pip install "pytest==7.3.1"
+            pip install "pytest-asyncio==0.21.1"
+            pip install aiohttp
+            python -m pip install --upgrade pip
+            python -m pip install -r requirements.txt
+            pip install "pytest==7.3.1"
+            pip install "pytest-retry==1.6.3"
+            pip install "pytest-mock==3.12.0"
+            pip install "pytest-asyncio==0.21.1"
+      - run:
+          name: Build Docker image
+          command: docker build -t my-app:latest -f ./docker/Dockerfile.database .
+      - run:
+          name: Run Docker container 1
+          # intentionally give bad redis credentials here
+          # the OTEL test - should get this as a trace
+          command: |
+            docker run -d \
+              -p 4000:4000 \
+              -e DATABASE_URL=$PROXY_DATABASE_URL \
+              -e REDIS_HOST=$REDIS_HOST \
+              -e REDIS_PASSWORD=$REDIS_PASSWORD \
+              -e REDIS_PORT=$REDIS_PORT \
+              -e LITELLM_MASTER_KEY="sk-1234" \
+              -e LITELLM_LICENSE=$LITELLM_LICENSE \
+              -e USE_DDTRACE=True \
+              -e DD_API_KEY=$DD_API_KEY \
+              -e DD_SITE=$DD_SITE \
+              --name my-app \
+              -v $(pwd)/litellm/proxy/example_config_yaml/multi_instance_simple_config.yaml:/app/config.yaml \
+              my-app:latest \
+              --config /app/config.yaml \
+              --port 4000 \
+              --detailed_debug \
+      - run:
+          name: Run Docker container 2
+          command: |
+            docker run -d \
+              -p 4001:4001 \
+              -e DATABASE_URL=$PROXY_DATABASE_URL \
+              -e REDIS_HOST=$REDIS_HOST \
+              -e REDIS_PASSWORD=$REDIS_PASSWORD \
+              -e REDIS_PORT=$REDIS_PORT \
+              -e LITELLM_MASTER_KEY="sk-1234" \
+              -e LITELLM_LICENSE=$LITELLM_LICENSE \
+              -e USE_DDTRACE=True \
+              -e DD_API_KEY=$DD_API_KEY \
+              -e DD_SITE=$DD_SITE \
+              --name my-app-2 \
+              -v $(pwd)/litellm/proxy/example_config_yaml/multi_instance_simple_config.yaml:/app/config.yaml \
+              my-app:latest \
+              --config /app/config.yaml \
+              --port 4001 \
+              --detailed_debug
+      - run:
+          name: Install curl and dockerize
+          command: |
+            sudo apt-get update
+            sudo apt-get install -y curl
+            sudo wget https://github.com/jwilder/dockerize/releases/download/v0.6.1/dockerize-linux-amd64-v0.6.1.tar.gz
+            sudo tar -C /usr/local/bin -xzvf dockerize-linux-amd64-v0.6.1.tar.gz
+            sudo rm dockerize-linux-amd64-v0.6.1.tar.gz
+      - run:
+          name: Start outputting logs
+          command: docker logs -f my-app
+          background: true
+      - run:
+          name: Wait for instance 1 to be ready
+          command: dockerize -wait http://localhost:4000 -timeout 5m
+      - run:
+          name: Wait for instance 2 to be ready
+          command: dockerize -wait http://localhost:4001 -timeout 5m
+      - run:
+          name: Run tests
+          command: |
+            pwd
+            ls
+            python -m pytest -vv tests/multi_instance_e2e_tests -x --junitxml=test-results/junit.xml --durations=5
+          no_output_timeout:
+            120m
+            # Clean up first container
+      # Store test results
+      - store_test_results:
+          path: test-results
+
   proxy_store_model_in_db_tests:
     machine:
       image: ubuntu-2204:2023.10.1
@@ -1552,6 +1664,7 @@ jobs:
             pip install "pytest-retry==1.6.3"
             pip install "pytest-mock==3.12.0"
             pip install "pytest-asyncio==0.21.1"
+            pip install "assemblyai==0.37.0"
       - run:
           name: Build Docker image
           command: docker build -t my-app:latest -f ./docker/Dockerfile.database .
@@ -2171,6 +2284,12 @@ workflows:
               only:
                 - main
                 - /litellm_.*/
+      - proxy_multi_instance_tests:
+          filters:
+            branches:
+              only:
+                - main
+                - /litellm_.*/
       - proxy_store_model_in_db_tests:
           filters:
             branches:
@@ -2302,6 +2421,7 @@ workflows:
             - installing_litellm_on_python
             - installing_litellm_on_python_3_13
             - proxy_logging_guardrails_model_info_tests
+            - proxy_multi_instance_tests
             - proxy_store_model_in_db_tests
             - proxy_build_from_pip_tests
             - proxy_pass_through_endpoint_tests
diff --git a/.env.example b/.env.example
index c87c2ef8fd..82b09ca25e 100644
--- a/.env.example
+++ b/.env.example
@@ -20,3 +20,8 @@ REPLICATE_API_TOKEN = ""
 ANTHROPIC_API_KEY = ""
 # Infisical
 INFISICAL_TOKEN = ""
+
+# Development Configs
+LITELLM_MASTER_KEY = "sk-1234"
+DATABASE_URL = "postgresql://llmproxy:dbpassword9090@db:5432/litellm"
+STORE_MODEL_IN_DB = "True"
\ No newline at end of file
diff --git a/.github/workflows/interpret_load_test.py b/.github/workflows/interpret_load_test.py
index b1a28e069b..194d16b282 100644
--- a/.github/workflows/interpret_load_test.py
+++ b/.github/workflows/interpret_load_test.py
@@ -52,6 +52,39 @@ def interpret_results(csv_file):
     return markdown_table
 
 
+def _get_docker_run_command_stable_release(release_version):
+    return f"""
+    \n\n
+    ## Docker Run LiteLLM Proxy
+
+    ```
+    docker run \\
+    -e STORE_MODEL_IN_DB=True \\
+    -p 4000:4000 \\
+    ghcr.io/berriai/litellm_stable_release_branch-{release_version}
+    """
+
+
+def _get_docker_run_command(release_version):
+    return f"""
+    \n\n
+    ## Docker Run LiteLLM Proxy
+
+    ```
+    docker run \\
+    -e STORE_MODEL_IN_DB=True \\
+    -p 4000:4000 \\
+    ghcr.io/berriai/litellm:main-{release_version}
+    """
+
+
+def get_docker_run_command(release_version):
+    if "stable" in release_version:
+        return _get_docker_run_command_stable_release(release_version)
+    else:
+        return _get_docker_run_command(release_version)
+
+
 if __name__ == "__main__":
     csv_file = "load_test_stats.csv"  # Change this to the path of your CSV file
     markdown_table = interpret_results(csv_file)
@@ -79,17 +112,7 @@ if __name__ == "__main__":
         start_index = latest_release.body.find("Load Test LiteLLM Proxy Results")
         existing_release_body = latest_release.body[:start_index]
 
-    docker_run_command = f"""
-\n\n
-## Docker Run LiteLLM Proxy
-
-```
-docker run \\
--e STORE_MODEL_IN_DB=True \\
--p 4000:4000 \\
-ghcr.io/berriai/litellm:main-{release_version}
-```
-    """
+    docker_run_command = get_docker_run_command(release_version)
     print("docker run command: ", docker_run_command)
 
     new_release_body = (
diff --git a/README.md b/README.md
index 12b8bfa9dd..7260e50bc8 100644
--- a/README.md
+++ b/README.md
@@ -451,3 +451,20 @@ If you have suggestions on how to improve the code quality feel free to open an
 <a href="https://github.com/BerriAI/litellm/graphs/contributors">
   <img src="https://contrib.rocks/image?repo=BerriAI/litellm" />
 </a>
+
+
+## Run in Developer mode
+### Services
+1. Setup .env file in root
+2. Run dependant services `docker-compose up db prometheus`
+
+### Backend
+1. (In root) create virtual environment `python -m venv .venv`
+2. Activate virtual environment `source .venv/bin/activate`
+3. Install dependencies `pip install -e ".[all]"`
+4. Start proxy backend `uvicorn litellm.proxy.proxy_server:app --host localhost --port 4000 --reload`
+
+### Frontend
+1. Navigate to `ui/litellm-dashboard`
+2. Install dependencies `npm install`
+3. Run `npm run dev` to start the dashboard
\ No newline at end of file
diff --git a/cookbook/logging_observability/LiteLLM_Arize.ipynb b/cookbook/logging_observability/LiteLLM_Arize.ipynb
new file mode 100644
index 0000000000..72a082f874
--- /dev/null
+++ b/cookbook/logging_observability/LiteLLM_Arize.ipynb
@@ -0,0 +1,172 @@
+{
+  "cells": [
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "4FbDOmcj2VkM"
+      },
+      "source": [
+        "## Use LiteLLM with Arize\n",
+        "https://docs.litellm.ai/docs/observability/arize_integration\n",
+        "\n",
+        "This method uses the litellm proxy to send the data to Arize. The callback is set in the litellm config below, instead of using OpenInference tracing."
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "21W8Woog26Ns"
+      },
+      "source": [
+        "## Install Dependencies"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": 1,
+      "metadata": {
+        "id": "xrjKLBxhxu2L"
+      },
+      "outputs": [
+        {
+          "name": "stdout",
+          "output_type": "stream",
+          "text": [
+            "Requirement already satisfied: litellm in /Users/ericxiao/Documents/arize/.venv/lib/python3.11/site-packages (1.54.1)\n",
+            "Requirement already satisfied: aiohttp in /Users/ericxiao/Documents/arize/.venv/lib/python3.11/site-packages (from litellm) (3.11.10)\n",
+            "Requirement already satisfied: click in /Users/ericxiao/Documents/arize/.venv/lib/python3.11/site-packages (from litellm) (8.1.7)\n",
+            "Requirement already satisfied: httpx<0.28.0,>=0.23.0 in /Users/ericxiao/Documents/arize/.venv/lib/python3.11/site-packages (from litellm) (0.27.2)\n",
+            "Requirement already satisfied: importlib-metadata>=6.8.0 in /Users/ericxiao/Documents/arize/.venv/lib/python3.11/site-packages (from litellm) (8.5.0)\n",
+            "Requirement already satisfied: jinja2<4.0.0,>=3.1.2 in /Users/ericxiao/Documents/arize/.venv/lib/python3.11/site-packages (from litellm) (3.1.4)\n",
+            "Requirement already satisfied: jsonschema<5.0.0,>=4.22.0 in /Users/ericxiao/Documents/arize/.venv/lib/python3.11/site-packages (from litellm) (4.23.0)\n",
+            "Requirement already satisfied: openai>=1.55.3 in /Users/ericxiao/Documents/arize/.venv/lib/python3.11/site-packages (from litellm) (1.57.1)\n",
+            "Requirement already satisfied: pydantic<3.0.0,>=2.0.0 in /Users/ericxiao/Documents/arize/.venv/lib/python3.11/site-packages (from litellm) (2.10.3)\n",
+            "Requirement already satisfied: python-dotenv>=0.2.0 in /Users/ericxiao/Documents/arize/.venv/lib/python3.11/site-packages (from litellm) (1.0.1)\n",
+            "Requirement already satisfied: requests<3.0.0,>=2.31.0 in /Users/ericxiao/Documents/arize/.venv/lib/python3.11/site-packages (from litellm) (2.32.3)\n",
+            "Requirement already satisfied: tiktoken>=0.7.0 in /Users/ericxiao/Documents/arize/.venv/lib/python3.11/site-packages (from litellm) (0.7.0)\n",
+            "Requirement already satisfied: tokenizers in /Users/ericxiao/Documents/arize/.venv/lib/python3.11/site-packages (from litellm) (0.21.0)\n",
+            "Requirement already satisfied: anyio in /Users/ericxiao/Documents/arize/.venv/lib/python3.11/site-packages (from httpx<0.28.0,>=0.23.0->litellm) (4.7.0)\n",
+            "Requirement already satisfied: certifi in /Users/ericxiao/Documents/arize/.venv/lib/python3.11/site-packages (from httpx<0.28.0,>=0.23.0->litellm) (2024.8.30)\n",
+            "Requirement already satisfied: httpcore==1.* in /Users/ericxiao/Documents/arize/.venv/lib/python3.11/site-packages (from httpx<0.28.0,>=0.23.0->litellm) (1.0.7)\n",
+            "Requirement already satisfied: idna in /Users/ericxiao/Documents/arize/.venv/lib/python3.11/site-packages (from httpx<0.28.0,>=0.23.0->litellm) (3.10)\n",
+            "Requirement already satisfied: sniffio in /Users/ericxiao/Documents/arize/.venv/lib/python3.11/site-packages (from httpx<0.28.0,>=0.23.0->litellm) (1.3.1)\n",
+            "Requirement already satisfied: h11<0.15,>=0.13 in /Users/ericxiao/Documents/arize/.venv/lib/python3.11/site-packages (from httpcore==1.*->httpx<0.28.0,>=0.23.0->litellm) (0.14.0)\n",
+            "Requirement already satisfied: zipp>=3.20 in /Users/ericxiao/Documents/arize/.venv/lib/python3.11/site-packages (from importlib-metadata>=6.8.0->litellm) (3.21.0)\n",
+            "Requirement already satisfied: MarkupSafe>=2.0 in /Users/ericxiao/Documents/arize/.venv/lib/python3.11/site-packages (from jinja2<4.0.0,>=3.1.2->litellm) (3.0.2)\n",
+            "Requirement already satisfied: attrs>=22.2.0 in /Users/ericxiao/Documents/arize/.venv/lib/python3.11/site-packages (from jsonschema<5.0.0,>=4.22.0->litellm) (24.2.0)\n",
+            "Requirement already satisfied: jsonschema-specifications>=2023.03.6 in /Users/ericxiao/Documents/arize/.venv/lib/python3.11/site-packages (from jsonschema<5.0.0,>=4.22.0->litellm) (2024.10.1)\n",
+            "Requirement already satisfied: referencing>=0.28.4 in /Users/ericxiao/Documents/arize/.venv/lib/python3.11/site-packages (from jsonschema<5.0.0,>=4.22.0->litellm) (0.35.1)\n",
+            "Requirement already satisfied: rpds-py>=0.7.1 in /Users/ericxiao/Documents/arize/.venv/lib/python3.11/site-packages (from jsonschema<5.0.0,>=4.22.0->litellm) (0.22.3)\n",
+            "Requirement already satisfied: distro<2,>=1.7.0 in /Users/ericxiao/Documents/arize/.venv/lib/python3.11/site-packages (from openai>=1.55.3->litellm) (1.9.0)\n",
+            "Requirement already satisfied: jiter<1,>=0.4.0 in /Users/ericxiao/Documents/arize/.venv/lib/python3.11/site-packages (from openai>=1.55.3->litellm) (0.6.1)\n",
+            "Requirement already satisfied: tqdm>4 in /Users/ericxiao/Documents/arize/.venv/lib/python3.11/site-packages (from openai>=1.55.3->litellm) (4.67.1)\n",
+            "Requirement already satisfied: typing-extensions<5,>=4.11 in /Users/ericxiao/Documents/arize/.venv/lib/python3.11/site-packages (from openai>=1.55.3->litellm) (4.12.2)\n",
+            "Requirement already satisfied: annotated-types>=0.6.0 in /Users/ericxiao/Documents/arize/.venv/lib/python3.11/site-packages (from pydantic<3.0.0,>=2.0.0->litellm) (0.7.0)\n",
+            "Requirement already satisfied: pydantic-core==2.27.1 in /Users/ericxiao/Documents/arize/.venv/lib/python3.11/site-packages (from pydantic<3.0.0,>=2.0.0->litellm) (2.27.1)\n",
+            "Requirement already satisfied: charset-normalizer<4,>=2 in /Users/ericxiao/Documents/arize/.venv/lib/python3.11/site-packages (from requests<3.0.0,>=2.31.0->litellm) (3.4.0)\n",
+            "Requirement already satisfied: urllib3<3,>=1.21.1 in /Users/ericxiao/Documents/arize/.venv/lib/python3.11/site-packages (from requests<3.0.0,>=2.31.0->litellm) (2.0.7)\n",
+            "Requirement already satisfied: regex>=2022.1.18 in /Users/ericxiao/Documents/arize/.venv/lib/python3.11/site-packages (from tiktoken>=0.7.0->litellm) (2024.11.6)\n",
+            "Requirement already satisfied: aiohappyeyeballs>=2.3.0 in /Users/ericxiao/Documents/arize/.venv/lib/python3.11/site-packages (from aiohttp->litellm) (2.4.4)\n",
+            "Requirement already satisfied: aiosignal>=1.1.2 in /Users/ericxiao/Documents/arize/.venv/lib/python3.11/site-packages (from aiohttp->litellm) (1.3.1)\n",
+            "Requirement already satisfied: frozenlist>=1.1.1 in /Users/ericxiao/Documents/arize/.venv/lib/python3.11/site-packages (from aiohttp->litellm) (1.5.0)\n",
+            "Requirement already satisfied: multidict<7.0,>=4.5 in /Users/ericxiao/Documents/arize/.venv/lib/python3.11/site-packages (from aiohttp->litellm) (6.1.0)\n",
+            "Requirement already satisfied: propcache>=0.2.0 in /Users/ericxiao/Documents/arize/.venv/lib/python3.11/site-packages (from aiohttp->litellm) (0.2.1)\n",
+            "Requirement already satisfied: yarl<2.0,>=1.17.0 in /Users/ericxiao/Documents/arize/.venv/lib/python3.11/site-packages (from aiohttp->litellm) (1.18.3)\n",
+            "Requirement already satisfied: huggingface-hub<1.0,>=0.16.4 in /Users/ericxiao/Documents/arize/.venv/lib/python3.11/site-packages (from tokenizers->litellm) (0.26.5)\n",
+            "Requirement already satisfied: filelock in /Users/ericxiao/Documents/arize/.venv/lib/python3.11/site-packages (from huggingface-hub<1.0,>=0.16.4->tokenizers->litellm) (3.16.1)\n",
+            "Requirement already satisfied: fsspec>=2023.5.0 in /Users/ericxiao/Documents/arize/.venv/lib/python3.11/site-packages (from huggingface-hub<1.0,>=0.16.4->tokenizers->litellm) (2024.10.0)\n",
+            "Requirement already satisfied: packaging>=20.9 in /Users/ericxiao/Documents/arize/.venv/lib/python3.11/site-packages (from huggingface-hub<1.0,>=0.16.4->tokenizers->litellm) (24.2)\n",
+            "Requirement already satisfied: pyyaml>=5.1 in /Users/ericxiao/Documents/arize/.venv/lib/python3.11/site-packages (from huggingface-hub<1.0,>=0.16.4->tokenizers->litellm) (6.0.2)\n"
+          ]
+        }
+      ],
+      "source": [
+        "!pip install litellm"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "jHEu-TjZ29PJ"
+      },
+      "source": [
+        "## Set Env Variables"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": 5,
+      "metadata": {
+        "id": "QWd9rTysxsWO"
+      },
+      "outputs": [],
+      "source": [
+        "import litellm\n",
+        "import os\n",
+        "from getpass import getpass\n",
+        "\n",
+        "os.environ[\"ARIZE_SPACE_KEY\"] = getpass(\"Enter your Arize space key: \")\n",
+        "os.environ[\"ARIZE_API_KEY\"] = getpass(\"Enter your Arize API key: \")\n",
+        "os.environ['OPENAI_API_KEY']= getpass(\"Enter your OpenAI API key: \")"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {},
+      "source": [
+        "Let's run a completion call and see the traces in Arize"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": 8,
+      "metadata": {},
+      "outputs": [
+        {
+          "name": "stdout",
+          "output_type": "stream",
+          "text": [
+            "Hello! Nice to meet you, OpenAI. How can I assist you today?\n"
+          ]
+        }
+      ],
+      "source": [
+        "# set arize as a callback, litellm will send the data to arize\n",
+        "litellm.callbacks = [\"arize\"]\n",
+        " \n",
+        "# openai call\n",
+        "response = litellm.completion(\n",
+        "  model=\"gpt-3.5-turbo\",\n",
+        "  messages=[\n",
+        "    {\"role\": \"user\", \"content\": \"Hi 👋 - i'm openai\"}\n",
+        "  ]\n",
+        ")\n",
+        "print(response.choices[0].message.content)"
+      ]
+    }
+  ],
+  "metadata": {
+    "colab": {
+      "provenance": []
+    },
+    "kernelspec": {
+      "display_name": ".venv",
+      "language": "python",
+      "name": "python3"
+    },
+    "language_info": {
+      "codemirror_mode": {
+        "name": "ipython",
+        "version": 3
+      },
+      "file_extension": ".py",
+      "mimetype": "text/x-python",
+      "name": "python",
+      "nbconvert_exporter": "python",
+      "pygments_lexer": "ipython3",
+      "version": "3.11.6"
+    }
+  },
+  "nbformat": 4,
+  "nbformat_minor": 0
+}
diff --git a/docker-compose.yml b/docker-compose.yml
index 1508bd375c..78044c03b8 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -29,6 +29,8 @@ services:
       POSTGRES_DB: litellm
       POSTGRES_USER: llmproxy
       POSTGRES_PASSWORD: dbpassword9090
+    ports:
+      - "5432:5432"
     healthcheck:
       test: ["CMD-SHELL", "pg_isready -d litellm -U llmproxy"]
       interval: 1s
diff --git a/docs/my-website/docs/debugging/local_debugging.md b/docs/my-website/docs/debugging/local_debugging.md
index a9409bfab0..8a56d6c34a 100644
--- a/docs/my-website/docs/debugging/local_debugging.md
+++ b/docs/my-website/docs/debugging/local_debugging.md
@@ -1,5 +1,5 @@
 # Local Debugging
-There's 2 ways to do local debugging - `litellm.set_verbose=True` and by passing in a custom function `completion(...logger_fn=<your_local_function>)`. Warning: Make sure to not use `set_verbose` in production. It logs API keys, which might end up in log files.
+There's 2 ways to do local debugging - `litellm._turn_on_debug()` and by passing in a custom function `completion(...logger_fn=<your_local_function>)`. Warning: Make sure to not use `_turn_on_debug()` in production. It logs API keys, which might end up in log files.
 
 ## Set Verbose 
 
@@ -8,7 +8,7 @@ This is good for getting print statements for everything litellm is doing.
 import litellm
 from litellm import completion
 
-litellm.set_verbose=True # 👈 this is the 1-line change you need to make
+litellm._turn_on_debug() # 👈 this is the 1-line change you need to make
 
 ## set ENV variables
 os.environ["OPENAI_API_KEY"] = "openai key"
diff --git a/docs/my-website/docs/observability/arize_integration.md b/docs/my-website/docs/observability/arize_integration.md
index a69d32e5b3..73122196b0 100644
--- a/docs/my-website/docs/observability/arize_integration.md
+++ b/docs/my-website/docs/observability/arize_integration.md
@@ -28,7 +28,7 @@ import litellm
 import os
 
 os.environ["ARIZE_SPACE_KEY"] = ""
-os.environ["ARIZE_API_KEY"] = "" # defaults to litellm-completion
+os.environ["ARIZE_API_KEY"] = ""
 
 # LLM API Keys
 os.environ['OPENAI_API_KEY']=""
diff --git a/docs/my-website/docs/pass_through/assembly_ai.md b/docs/my-website/docs/pass_through/assembly_ai.md
index 5f7f1c07e6..4606640c5c 100644
--- a/docs/my-website/docs/pass_through/assembly_ai.md
+++ b/docs/my-website/docs/pass_through/assembly_ai.md
@@ -12,6 +12,9 @@ Supports **ALL** Assembly AI Endpoints
 
 [**See All Assembly AI Endpoints**](https://www.assemblyai.com/docs/api-reference)
 
+
+<iframe width="840" height="500" src="https://www.loom.com/embed/aac3f4d74592448992254bfa79b9f62d?sid=267cd0ab-d92b-42fa-b97a-9f385ef8930c" frameborder="0" webkitallowfullscreen mozallowfullscreen allowfullscreen></iframe>
+
 ## Quick Start
 
 Let's call the Assembly AI [`/v2/transcripts` endpoint](https://www.assemblyai.com/docs/api-reference/transcripts)
@@ -35,6 +38,8 @@ litellm
 Let's call the Assembly AI `/v2/transcripts` endpoint
 
 ```python
+import assemblyai as aai
+
 LITELLM_VIRTUAL_KEY = "sk-1234" # <your-virtual-key>
 LITELLM_PROXY_BASE_URL = "http://0.0.0.0:4000/assemblyai" # <your-proxy-base-url>/assemblyai
 
@@ -53,3 +58,28 @@ print(transcript)
 print(transcript.id)
 ```
 
+## Calling Assembly AI EU endpoints
+
+If you want to send your request to the Assembly AI EU endpoint, you can do so by setting the `LITELLM_PROXY_BASE_URL` to `<your-proxy-base-url>/eu.assemblyai`
+
+
+```python
+import assemblyai as aai
+
+LITELLM_VIRTUAL_KEY = "sk-1234" # <your-virtual-key>
+LITELLM_PROXY_BASE_URL = "http://0.0.0.0:4000/eu.assemblyai" # <your-proxy-base-url>/eu.assemblyai
+
+aai.settings.api_key = f"Bearer {LITELLM_VIRTUAL_KEY}"
+aai.settings.base_url = LITELLM_PROXY_BASE_URL
+
+# URL of the file to transcribe
+FILE_URL = "https://assembly.ai/wildfires.mp3"
+
+# You can also transcribe a local file by passing in a file path
+# FILE_URL = './path/to/file.mp3'
+
+transcriber = aai.Transcriber()
+transcript = transcriber.transcribe(FILE_URL)
+print(transcript)
+print(transcript.id)
+```
diff --git a/docs/my-website/docs/providers/anthropic.md b/docs/my-website/docs/providers/anthropic.md
index b3bfe333cc..cda0bb97a6 100644
--- a/docs/my-website/docs/providers/anthropic.md
+++ b/docs/my-website/docs/providers/anthropic.md
@@ -987,6 +987,106 @@ curl http://0.0.0.0:4000/v1/chat/completions \
 </TabItem>
 </Tabs>
 
+## [BETA] Citations API 
+
+Pass `citations: {"enabled": true}` to Anthropic, to get citations on your document responses. 
+
+Note: This interface is in BETA. If you have feedback on how citations should be returned, please [tell us here](https://github.com/BerriAI/litellm/issues/7970#issuecomment-2644437943)
+
+<Tabs>
+<TabItem value="sdk" label="SDK">
+
+```python
+from litellm import completion
+
+resp = completion(
+    model="claude-3-5-sonnet-20241022",
+    messages=[
+        {
+            "role": "user",
+            "content": [
+                {
+                    "type": "document",
+                    "source": {
+                        "type": "text",
+                        "media_type": "text/plain",
+                        "data": "The grass is green. The sky is blue.",
+                    },
+                    "title": "My Document",
+                    "context": "This is a trustworthy document.",
+                    "citations": {"enabled": True},
+                },
+                {
+                    "type": "text",
+                    "text": "What color is the grass and sky?",
+                },
+            ],
+        }
+    ],
+)
+
+citations = resp.choices[0].message.provider_specific_fields["citations"]
+
+assert citations is not None
+```
+
+</TabItem>
+<TabItem value="proxy" label="PROXY">
+
+1. Setup config.yaml
+
+```yaml
+model_list:
+    - model_name: anthropic-claude
+      litellm_params:
+        model: anthropic/claude-3-5-sonnet-20241022
+        api_key: os.environ/ANTHROPIC_API_KEY
+```
+
+2. Start proxy 
+
+```bash
+litellm --config /path/to/config.yaml
+
+# RUNNING on http://0.0.0.0:4000
+```
+
+3. Test it! 
+
+```bash
+curl -L -X POST 'http://0.0.0.0:4000/v1/chat/completions' \
+-H 'Content-Type: application/json' \
+-H 'Authorization: Bearer sk-1234' \
+-d '{
+  "model": "anthropic-claude",
+  "messages": [
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "document",
+                "source": {
+                    "type": "text",
+                    "media_type": "text/plain",
+                    "data": "The grass is green. The sky is blue.",
+                },
+                "title": "My Document",
+                "context": "This is a trustworthy document.",
+                "citations": {"enabled": True},
+            },
+            {
+                "type": "text",
+                "text": "What color is the grass and sky?",
+            },
+        ],
+    }
+  ]
+}'
+```
+
+</TabItem>
+</Tabs>
+
 ## Usage - passing 'user_id' to Anthropic
 
 LiteLLM translates the OpenAI `user` param to Anthropic's `metadata[user_id]` param.
diff --git a/docs/my-website/docs/providers/gemini.md b/docs/my-website/docs/providers/gemini.md
index 0588200465..4a6cfdf1a3 100644
--- a/docs/my-website/docs/providers/gemini.md
+++ b/docs/my-website/docs/providers/gemini.md
@@ -688,7 +688,9 @@ response = litellm.completion(
 |-----------------------|--------------------------------------------------------|--------------------------------|
 | gemini-pro            | `completion(model='gemini/gemini-pro', messages)`            | `os.environ['GEMINI_API_KEY']` |
 | gemini-1.5-pro-latest | `completion(model='gemini/gemini-1.5-pro-latest', messages)` | `os.environ['GEMINI_API_KEY']` |
-| gemini-pro-vision     | `completion(model='gemini/gemini-pro-vision', messages)`     | `os.environ['GEMINI_API_KEY']` |
+| gemini-2.0-flash     | `completion(model='gemini/gemini-2.0-flash', messages)`     | `os.environ['GEMINI_API_KEY']` |
+| gemini-2.0-flash-exp     | `completion(model='gemini/gemini-2.0-flash-exp', messages)`     | `os.environ['GEMINI_API_KEY']` |
+| gemini-2.0-flash-lite-preview-02-05	     | `completion(model='gemini/gemini-2.0-flash-lite-preview-02-05', messages)`     | `os.environ['GEMINI_API_KEY']` |
 
 
 
diff --git a/docs/my-website/docs/proxy/guardrails/aim_security.md b/docs/my-website/docs/proxy/guardrails/aim_security.md
index d588afa424..3de933c0b7 100644
--- a/docs/my-website/docs/proxy/guardrails/aim_security.md
+++ b/docs/my-website/docs/proxy/guardrails/aim_security.md
@@ -37,7 +37,7 @@ guardrails:
   - guardrail_name: aim-protected-app
     litellm_params:
       guardrail: aim
-      mode: pre_call
+      mode: pre_call # 'during_call' is also available
       api_key: os.environ/AIM_API_KEY
       api_base: os.environ/AIM_API_BASE # Optional, use only when using a self-hosted Aim Outpost
 ```
diff --git a/docs/my-website/docs/proxy/timeout.md b/docs/my-website/docs/proxy/timeout.md
index 2bf93298fe..85428ae53e 100644
--- a/docs/my-website/docs/proxy/timeout.md
+++ b/docs/my-website/docs/proxy/timeout.md
@@ -166,7 +166,7 @@ response = client.chat.completions.create(
         {"role": "user", "content": "what color is red"}
     ],
     logit_bias={12481: 100},
-    timeout=1
+    extra_body={"timeout": 1} # 👈 KEY CHANGE
 )
 
 print(response)
diff --git a/docs/my-website/docs/proxy/token_auth.md b/docs/my-website/docs/proxy/token_auth.md
index 0e65900b28..753e92c169 100644
--- a/docs/my-website/docs/proxy/token_auth.md
+++ b/docs/my-website/docs/proxy/token_auth.md
@@ -163,10 +163,12 @@ scope: "litellm-proxy-admin ..."
 
 ```yaml
 general_settings:
-  master_key: sk-1234
+  enable_jwt_auth: True
   litellm_jwtauth:
     user_id_jwt_field: "sub"
     team_ids_jwt_field: "groups" 
+    user_id_upsert: true # add user_id to the db if they don't exist
+    enforce_team_based_model_access: true # don't allow users to access models unless the team has access
 ```
 
 This is assuming your token looks like this:
@@ -370,4 +372,68 @@ Supported internal roles:
 - `internal_user`: User object will be used for RBAC spend tracking. Use this for tracking spend for an 'individual user'.
 - `proxy_admin`: Proxy admin will be used for RBAC spend tracking. Use this for granting admin access to a token.
 
-### [Architecture Diagram (Control Model Access)](./jwt_auth_arch)
\ No newline at end of file
+### [Architecture Diagram (Control Model Access)](./jwt_auth_arch)
+
+## [BETA] Control Model Access with Scopes
+
+Control which models a JWT can access. Set `enforce_scope_based_access: true` to enforce scope-based access control.
+
+### 1. Setup config.yaml with scope mappings.
+
+
+```yaml
+model_list:
+  - model_name: anthropic-claude
+    litellm_params:
+      model: anthropic/claude-3-5-sonnet
+      api_key: os.environ/ANTHROPIC_API_KEY
+  - model_name: gpt-3.5-turbo-testing
+    litellm_params:
+      model: gpt-3.5-turbo
+      api_key: os.environ/OPENAI_API_KEY
+
+general_settings:
+  enable_jwt_auth: True
+  litellm_jwtauth:
+    team_id_jwt_field: "client_id" # 👈 set the field in the JWT token that contains the team id
+    team_id_upsert: true # 👈 upsert the team to db, if team id is not found in db
+    scope_mappings:
+      - scope: litellm.api.consumer
+        models: ["anthropic-claude"]
+      - scope: litellm.api.gpt_3_5_turbo
+        models: ["gpt-3.5-turbo-testing"]
+    enforce_scope_based_access: true # 👈 enforce scope-based access control
+    enforce_rbac: true # 👈 enforces only a Team/User/ProxyAdmin can access the proxy.
+```
+
+#### Scope Mapping Spec 
+
+- `scope`: The scope to be used for the JWT token.
+- `models`: The models that the JWT token can access. Value is the `model_name` in `model_list`. Note: Wildcard routes are not currently supported.
+
+### 2. Create a JWT with the correct scopes.
+
+Expected Token:
+
+```
+{
+  "scope": ["litellm.api.consumer", "litellm.api.gpt_3_5_turbo"]
+}
+```
+
+### 3. Test the flow.
+
+```bash
+curl -L -X POST 'http://0.0.0.0:4000/v1/chat/completions' \
+-H 'Content-Type: application/json' \
+-H 'Authorization: Bearer eyJhbGci...' \
+-d '{
+  "model": "gpt-3.5-turbo-testing",
+  "messages": [
+    {
+      "role": "user",
+      "content": "Hey, how'\''s it going 1234?"
+    }
+  ]
+}'
+```
\ No newline at end of file
diff --git a/litellm/__init__.py b/litellm/__init__.py
index c49b3214b9..b8de8a4298 100644
--- a/litellm/__init__.py
+++ b/litellm/__init__.py
@@ -360,7 +360,7 @@ BEDROCK_CONVERSE_MODELS = [
     "meta.llama3-2-90b-instruct-v1:0",
 ]
 BEDROCK_INVOKE_PROVIDERS_LITERAL = Literal[
-    "cohere", "anthropic", "mistral", "amazon", "meta", "llama", "ai21"
+    "cohere", "anthropic", "mistral", "amazon", "meta", "llama", "ai21", "nova"
 ]
 ####### COMPLETION MODELS ###################
 open_ai_chat_completion_models: List = []
@@ -863,6 +863,9 @@ from .llms.bedrock.common_utils import (
 from .llms.bedrock.chat.invoke_transformations.amazon_ai21_transformation import (
     AmazonAI21Config,
 )
+from .llms.bedrock.chat.invoke_transformations.amazon_nova_transformation import (
+    AmazonInvokeNovaConfig,
+)
 from .llms.bedrock.chat.invoke_transformations.anthropic_claude2_transformation import (
     AmazonAnthropicConfig,
 )
diff --git a/litellm/integrations/additional_logging_utils.py b/litellm/integrations/additional_logging_utils.py
new file mode 100644
index 0000000000..795afd81d4
--- /dev/null
+++ b/litellm/integrations/additional_logging_utils.py
@@ -0,0 +1,36 @@
+"""
+Base class for Additional Logging Utils for CustomLoggers 
+
+- Health Check for the logging util
+- Get Request / Response Payload for the logging util
+"""
+
+from abc import ABC, abstractmethod
+from datetime import datetime
+from typing import Optional
+
+from litellm.types.integrations.base_health_check import IntegrationHealthCheckStatus
+
+
+class AdditionalLoggingUtils(ABC):
+    def __init__(self):
+        super().__init__()
+
+    @abstractmethod
+    async def async_health_check(self) -> IntegrationHealthCheckStatus:
+        """
+        Check if the service is healthy
+        """
+        pass
+
+    @abstractmethod
+    async def get_request_response_payload(
+        self,
+        request_id: str,
+        start_time_utc: Optional[datetime],
+        end_time_utc: Optional[datetime],
+    ) -> Optional[dict]:
+        """
+        Get the request and response payload for a given `request_id`
+        """
+        return None
diff --git a/litellm/integrations/base_health_check.py b/litellm/integrations/base_health_check.py
deleted file mode 100644
index 35b390692b..0000000000
--- a/litellm/integrations/base_health_check.py
+++ /dev/null
@@ -1,19 +0,0 @@
-"""
-Base class for health check integrations
-"""
-
-from abc import ABC, abstractmethod
-
-from litellm.types.integrations.base_health_check import IntegrationHealthCheckStatus
-
-
-class HealthCheckIntegration(ABC):
-    def __init__(self):
-        super().__init__()
-
-    @abstractmethod
-    async def async_health_check(self) -> IntegrationHealthCheckStatus:
-        """
-        Check if the service is healthy
-        """
-        pass
diff --git a/litellm/integrations/datadog/datadog.py b/litellm/integrations/datadog/datadog.py
index 89928840e9..04364d3a7f 100644
--- a/litellm/integrations/datadog/datadog.py
+++ b/litellm/integrations/datadog/datadog.py
@@ -38,14 +38,14 @@ from litellm.types.integrations.datadog import *
 from litellm.types.services import ServiceLoggerPayload
 from litellm.types.utils import StandardLoggingPayload
 
-from ..base_health_check import HealthCheckIntegration
+from ..additional_logging_utils import AdditionalLoggingUtils
 
 DD_MAX_BATCH_SIZE = 1000  # max number of logs DD API can accept
 
 
 class DataDogLogger(
     CustomBatchLogger,
-    HealthCheckIntegration,
+    AdditionalLoggingUtils,
 ):
     # Class variables or attributes
     def __init__(
@@ -543,3 +543,13 @@ class DataDogLogger(
                 status="unhealthy",
                 error_message=str(e),
             )
+
+    async def get_request_response_payload(
+        self,
+        request_id: str,
+        start_time_utc: Optional[datetimeObj],
+        end_time_utc: Optional[datetimeObj],
+    ) -> Optional[dict]:
+        raise NotImplementedError(
+            "Datdog Integration for getting request/response payloads not implemented as yet"
+        )
diff --git a/litellm/integrations/gcs_bucket/gcs_bucket.py b/litellm/integrations/gcs_bucket/gcs_bucket.py
index d6a9c316b3..187ab779c0 100644
--- a/litellm/integrations/gcs_bucket/gcs_bucket.py
+++ b/litellm/integrations/gcs_bucket/gcs_bucket.py
@@ -1,12 +1,16 @@
 import asyncio
+import json
 import os
 import uuid
-from datetime import datetime
+from datetime import datetime, timedelta, timezone
 from typing import TYPE_CHECKING, Any, Dict, List, Optional
+from urllib.parse import quote
 
 from litellm._logging import verbose_logger
+from litellm.integrations.additional_logging_utils import AdditionalLoggingUtils
 from litellm.integrations.gcs_bucket.gcs_bucket_base import GCSBucketBase
 from litellm.proxy._types import CommonProxyErrors
+from litellm.types.integrations.base_health_check import IntegrationHealthCheckStatus
 from litellm.types.integrations.gcs_bucket import *
 from litellm.types.utils import StandardLoggingPayload
 
@@ -20,7 +24,7 @@ GCS_DEFAULT_BATCH_SIZE = 2048
 GCS_DEFAULT_FLUSH_INTERVAL_SECONDS = 20
 
 
-class GCSBucketLogger(GCSBucketBase):
+class GCSBucketLogger(GCSBucketBase, AdditionalLoggingUtils):
     def __init__(self, bucket_name: Optional[str] = None) -> None:
         from litellm.proxy.proxy_server import premium_user
 
@@ -39,6 +43,7 @@ class GCSBucketLogger(GCSBucketBase):
             batch_size=self.batch_size,
             flush_interval=self.flush_interval,
         )
+        AdditionalLoggingUtils.__init__(self)
 
         if premium_user is not True:
             raise ValueError(
@@ -150,11 +155,16 @@ class GCSBucketLogger(GCSBucketBase):
         """
         Get the object name to use for the current payload
         """
-        current_date = datetime.now().strftime("%Y-%m-%d")
+        current_date = self._get_object_date_from_datetime(datetime.now(timezone.utc))
         if logging_payload.get("error_str", None) is not None:
-            object_name = f"{current_date}/failure-{uuid.uuid4().hex}"
+            object_name = self._generate_failure_object_name(
+                request_date_str=current_date,
+            )
         else:
-            object_name = f"{current_date}/{response_obj.get('id', '')}"
+            object_name = self._generate_success_object_name(
+                request_date_str=current_date,
+                response_id=response_obj.get("id", ""),
+            )
 
         # used for testing
         _litellm_params = kwargs.get("litellm_params", None) or {}
@@ -163,3 +173,65 @@ class GCSBucketLogger(GCSBucketBase):
             object_name = _metadata["gcs_log_id"]
 
         return object_name
+
+    async def get_request_response_payload(
+        self,
+        request_id: str,
+        start_time_utc: Optional[datetime],
+        end_time_utc: Optional[datetime],
+    ) -> Optional[dict]:
+        """
+        Get the request and response payload for a given `request_id`
+        Tries current day, next day, and previous day until it finds the payload
+        """
+        if start_time_utc is None:
+            raise ValueError(
+                "start_time_utc is required for getting a payload from GCS Bucket"
+            )
+
+        # Try current day, next day, and previous day
+        dates_to_try = [
+            start_time_utc,
+            start_time_utc + timedelta(days=1),
+            start_time_utc - timedelta(days=1),
+        ]
+        date_str = None
+        for date in dates_to_try:
+            try:
+                date_str = self._get_object_date_from_datetime(datetime_obj=date)
+                object_name = self._generate_success_object_name(
+                    request_date_str=date_str,
+                    response_id=request_id,
+                )
+                encoded_object_name = quote(object_name, safe="")
+                response = await self.download_gcs_object(encoded_object_name)
+
+                if response is not None:
+                    loaded_response = json.loads(response)
+                    return loaded_response
+            except Exception as e:
+                verbose_logger.debug(
+                    f"Failed to fetch payload for date {date_str}: {str(e)}"
+                )
+                continue
+
+        return None
+
+    def _generate_success_object_name(
+        self,
+        request_date_str: str,
+        response_id: str,
+    ) -> str:
+        return f"{request_date_str}/{response_id}"
+
+    def _generate_failure_object_name(
+        self,
+        request_date_str: str,
+    ) -> str:
+        return f"{request_date_str}/failure-{uuid.uuid4().hex}"
+
+    def _get_object_date_from_datetime(self, datetime_obj: datetime) -> str:
+        return datetime_obj.strftime("%Y-%m-%d")
+
+    async def async_health_check(self) -> IntegrationHealthCheckStatus:
+        raise NotImplementedError("GCS Bucket does not support health check")
diff --git a/litellm/integrations/langfuse/langfuse.py b/litellm/integrations/langfuse/langfuse.py
index 125bf4e686..f990a316c4 100644
--- a/litellm/integrations/langfuse/langfuse.py
+++ b/litellm/integrations/langfuse/langfuse.py
@@ -3,7 +3,8 @@
 import copy
 import os
 import traceback
-from typing import TYPE_CHECKING, Any, Dict, List, Optional, cast
+from datetime import datetime
+from typing import TYPE_CHECKING, Any, Dict, List, Optional, Tuple, Union, cast
 
 from packaging.version import Version
 
@@ -13,9 +14,16 @@ from litellm.litellm_core_utils.redact_messages import redact_user_api_key_info
 from litellm.llms.custom_httpx.http_handler import _get_httpx_client
 from litellm.secret_managers.main import str_to_bool
 from litellm.types.integrations.langfuse import *
+from litellm.types.llms.openai import HttpxBinaryResponseContent
 from litellm.types.utils import (
+    EmbeddingResponse,
+    ImageResponse,
+    ModelResponse,
+    RerankResponse,
     StandardLoggingPayload,
     StandardLoggingPromptManagementMetadata,
+    TextCompletionResponse,
+    TranscriptionResponse,
 )
 
 if TYPE_CHECKING:
@@ -150,19 +158,29 @@ class LangFuseLogger:
 
         return metadata
 
-    def _old_log_event(  # noqa: PLR0915
+    def log_event_on_langfuse(
         self,
-        kwargs,
-        response_obj,
-        start_time,
-        end_time,
-        user_id,
-        print_verbose,
-        level="DEFAULT",
-        status_message=None,
+        kwargs: dict,
+        response_obj: Union[
+            None,
+            dict,
+            EmbeddingResponse,
+            ModelResponse,
+            TextCompletionResponse,
+            ImageResponse,
+            TranscriptionResponse,
+            RerankResponse,
+            HttpxBinaryResponseContent,
+        ],
+        start_time: Optional[datetime] = None,
+        end_time: Optional[datetime] = None,
+        user_id: Optional[str] = None,
+        level: str = "DEFAULT",
+        status_message: Optional[str] = None,
     ) -> dict:
-        # Method definition
-
+        """
+        Logs a success or error event on Langfuse
+        """
         try:
             verbose_logger.debug(
                 f"Langfuse Logging - Enters logging function for model {kwargs}"
@@ -198,66 +216,13 @@ class LangFuseLogger:
                         # if casting value to str fails don't block logging
                         pass
 
-            # end of processing langfuse ########################
-            if (
-                level == "ERROR"
-                and status_message is not None
-                and isinstance(status_message, str)
-            ):
-                input = prompt
-                output = status_message
-            elif response_obj is not None and (
-                kwargs.get("call_type", None) == "embedding"
-                or isinstance(response_obj, litellm.EmbeddingResponse)
-            ):
-                input = prompt
-                output = None
-            elif response_obj is not None and isinstance(
-                response_obj, litellm.ModelResponse
-            ):
-                input = prompt
-                output = response_obj["choices"][0]["message"].json()
-            elif response_obj is not None and isinstance(
-                response_obj, litellm.HttpxBinaryResponseContent
-            ):
-                input = prompt
-                output = "speech-output"
-            elif response_obj is not None and isinstance(
-                response_obj, litellm.TextCompletionResponse
-            ):
-                input = prompt
-                output = response_obj.choices[0].text
-            elif response_obj is not None and isinstance(
-                response_obj, litellm.ImageResponse
-            ):
-                input = prompt
-                output = response_obj["data"]
-            elif response_obj is not None and isinstance(
-                response_obj, litellm.TranscriptionResponse
-            ):
-                input = prompt
-                output = response_obj["text"]
-            elif response_obj is not None and isinstance(
-                response_obj, litellm.RerankResponse
-            ):
-                input = prompt
-                output = response_obj.results
-            elif (
-                kwargs.get("call_type") is not None
-                and kwargs.get("call_type") == "_arealtime"
-                and response_obj is not None
-                and isinstance(response_obj, list)
-            ):
-                input = kwargs.get("input")
-                output = response_obj
-            elif (
-                kwargs.get("call_type") is not None
-                and kwargs.get("call_type") == "pass_through_endpoint"
-                and response_obj is not None
-                and isinstance(response_obj, dict)
-            ):
-                input = prompt
-                output = response_obj.get("response", "")
+            input, output = self._get_langfuse_input_output_content(
+                kwargs=kwargs,
+                response_obj=response_obj,
+                prompt=prompt,
+                level=level,
+                status_message=status_message,
+            )
             verbose_logger.debug(
                 f"OUTPUT IN LANGFUSE: {output}; original: {response_obj}"
             )
@@ -265,31 +230,30 @@ class LangFuseLogger:
             generation_id = None
             if self._is_langfuse_v2():
                 trace_id, generation_id = self._log_langfuse_v2(
-                    user_id,
-                    metadata,
-                    litellm_params,
-                    output,
-                    start_time,
-                    end_time,
-                    kwargs,
-                    optional_params,
-                    input,
-                    response_obj,
-                    level,
-                    print_verbose,
-                    litellm_call_id,
+                    user_id=user_id,
+                    metadata=metadata,
+                    litellm_params=litellm_params,
+                    output=output,
+                    start_time=start_time,
+                    end_time=end_time,
+                    kwargs=kwargs,
+                    optional_params=optional_params,
+                    input=input,
+                    response_obj=response_obj,
+                    level=level,
+                    litellm_call_id=litellm_call_id,
                 )
             elif response_obj is not None:
                 self._log_langfuse_v1(
-                    user_id,
-                    metadata,
-                    output,
-                    start_time,
-                    end_time,
-                    kwargs,
-                    optional_params,
-                    input,
-                    response_obj,
+                    user_id=user_id,
+                    metadata=metadata,
+                    output=output,
+                    start_time=start_time,
+                    end_time=end_time,
+                    kwargs=kwargs,
+                    optional_params=optional_params,
+                    input=input,
+                    response_obj=response_obj,
                 )
             verbose_logger.debug(
                 f"Langfuse Layer Logging - final response object: {response_obj}"
@@ -303,11 +267,108 @@ class LangFuseLogger:
             )
             return {"trace_id": None, "generation_id": None}
 
+    def _get_langfuse_input_output_content(
+        self,
+        kwargs: dict,
+        response_obj: Union[
+            None,
+            dict,
+            EmbeddingResponse,
+            ModelResponse,
+            TextCompletionResponse,
+            ImageResponse,
+            TranscriptionResponse,
+            RerankResponse,
+            HttpxBinaryResponseContent,
+        ],
+        prompt: dict,
+        level: str,
+        status_message: Optional[str],
+    ) -> Tuple[Optional[dict], Optional[Union[str, dict, list]]]:
+        """
+        Get the input and output content for Langfuse logging
+
+        Args:
+            kwargs: The keyword arguments passed to the function
+            response_obj: The response object returned by the function
+            prompt: The prompt used to generate the response
+            level: The level of the log message
+            status_message: The status message of the log message
+
+        Returns:
+            input: The input content for Langfuse logging
+            output: The output content for Langfuse logging
+        """
+        input = None
+        output: Optional[Union[str, dict, List[Any]]] = None
+        if (
+            level == "ERROR"
+            and status_message is not None
+            and isinstance(status_message, str)
+        ):
+            input = prompt
+            output = status_message
+        elif response_obj is not None and (
+            kwargs.get("call_type", None) == "embedding"
+            or isinstance(response_obj, litellm.EmbeddingResponse)
+        ):
+            input = prompt
+            output = None
+        elif response_obj is not None and isinstance(
+            response_obj, litellm.ModelResponse
+        ):
+            input = prompt
+            output = self._get_chat_content_for_langfuse(response_obj)
+        elif response_obj is not None and isinstance(
+            response_obj, litellm.HttpxBinaryResponseContent
+        ):
+            input = prompt
+            output = "speech-output"
+        elif response_obj is not None and isinstance(
+            response_obj, litellm.TextCompletionResponse
+        ):
+            input = prompt
+            output = self._get_text_completion_content_for_langfuse(response_obj)
+        elif response_obj is not None and isinstance(
+            response_obj, litellm.ImageResponse
+        ):
+            input = prompt
+            output = response_obj.get("data", None)
+        elif response_obj is not None and isinstance(
+            response_obj, litellm.TranscriptionResponse
+        ):
+            input = prompt
+            output = response_obj.get("text", None)
+        elif response_obj is not None and isinstance(
+            response_obj, litellm.RerankResponse
+        ):
+            input = prompt
+            output = response_obj.results
+        elif (
+            kwargs.get("call_type") is not None
+            and kwargs.get("call_type") == "_arealtime"
+            and response_obj is not None
+            and isinstance(response_obj, list)
+        ):
+            input = kwargs.get("input")
+            output = response_obj
+        elif (
+            kwargs.get("call_type") is not None
+            and kwargs.get("call_type") == "pass_through_endpoint"
+            and response_obj is not None
+            and isinstance(response_obj, dict)
+        ):
+            input = prompt
+            output = response_obj.get("response", "")
+        return input, output
+
     async def _async_log_event(
-        self, kwargs, response_obj, start_time, end_time, user_id, print_verbose
+        self, kwargs, response_obj, start_time, end_time, user_id
     ):
         """
-        TODO: support async calls when langfuse is truly async
+        Langfuse SDK uses a background thread to log events
+
+        This approach does not impact latency and runs in the background
         """
 
     def _is_langfuse_v2(self):
@@ -361,19 +422,18 @@ class LangFuseLogger:
 
     def _log_langfuse_v2(  # noqa: PLR0915
         self,
-        user_id,
-        metadata,
-        litellm_params,
-        output,
-        start_time,
-        end_time,
-        kwargs,
-        optional_params,
-        input,
+        user_id: Optional[str],
+        metadata: dict,
+        litellm_params: dict,
+        output: Optional[Union[str, dict, list]],
+        start_time: Optional[datetime],
+        end_time: Optional[datetime],
+        kwargs: dict,
+        optional_params: dict,
+        input: Optional[dict],
         response_obj,
-        level,
-        print_verbose,
-        litellm_call_id,
+        level: str,
+        litellm_call_id: Optional[str],
     ) -> tuple:
         verbose_logger.debug("Langfuse Layer Logging - logging to langfuse v2")
 
@@ -657,6 +717,31 @@ class LangFuseLogger:
             verbose_logger.error(f"Langfuse Layer Error - {traceback.format_exc()}")
             return None, None
 
+    @staticmethod
+    def _get_chat_content_for_langfuse(
+        response_obj: ModelResponse,
+    ):
+        """
+        Get the chat content for Langfuse logging
+        """
+        if response_obj.choices and len(response_obj.choices) > 0:
+            output = response_obj["choices"][0]["message"].json()
+            return output
+        else:
+            return None
+
+    @staticmethod
+    def _get_text_completion_content_for_langfuse(
+        response_obj: TextCompletionResponse,
+    ):
+        """
+        Get the text completion content for Langfuse logging
+        """
+        if response_obj.choices and len(response_obj.choices) > 0:
+            return response_obj.choices[0].text
+        else:
+            return None
+
     @staticmethod
     def _get_langfuse_tags(
         standard_logging_object: Optional[StandardLoggingPayload],
diff --git a/litellm/integrations/langfuse/langfuse_prompt_management.py b/litellm/integrations/langfuse/langfuse_prompt_management.py
index faa4a63491..cc2a6cf80d 100644
--- a/litellm/integrations/langfuse/langfuse_prompt_management.py
+++ b/litellm/integrations/langfuse/langfuse_prompt_management.py
@@ -247,13 +247,12 @@ class LangfusePromptManagement(LangFuseLogger, PromptManagementBase, CustomLogge
             standard_callback_dynamic_params=standard_callback_dynamic_params,
             in_memory_dynamic_logger_cache=in_memory_dynamic_logger_cache,
         )
-        langfuse_logger_to_use._old_log_event(
+        langfuse_logger_to_use.log_event_on_langfuse(
             kwargs=kwargs,
             response_obj=response_obj,
             start_time=start_time,
             end_time=end_time,
             user_id=kwargs.get("user", None),
-            print_verbose=None,
         )
 
     async def async_log_failure_event(self, kwargs, response_obj, start_time, end_time):
@@ -271,12 +270,11 @@ class LangfusePromptManagement(LangFuseLogger, PromptManagementBase, CustomLogge
         )
         if standard_logging_object is None:
             return
-        langfuse_logger_to_use._old_log_event(
+        langfuse_logger_to_use.log_event_on_langfuse(
             start_time=start_time,
             end_time=end_time,
             response_obj=None,
             user_id=kwargs.get("user", None),
-            print_verbose=None,
             status_message=standard_logging_object["error_str"],
             level="ERROR",
             kwargs=kwargs,
diff --git a/litellm/integrations/pagerduty/pagerduty.py b/litellm/integrations/pagerduty/pagerduty.py
index 2eeb318c9d..6085bc237a 100644
--- a/litellm/integrations/pagerduty/pagerduty.py
+++ b/litellm/integrations/pagerduty/pagerduty.py
@@ -118,6 +118,7 @@ class PagerDutyAlerting(SlackAlerting):
                 user_api_key_user_id=_meta.get("user_api_key_user_id"),
                 user_api_key_team_alias=_meta.get("user_api_key_team_alias"),
                 user_api_key_end_user_id=_meta.get("user_api_key_end_user_id"),
+                user_api_key_user_email=_meta.get("user_api_key_user_email"),
             )
         )
 
@@ -195,6 +196,7 @@ class PagerDutyAlerting(SlackAlerting):
                 user_api_key_user_id=user_api_key_dict.user_id,
                 user_api_key_team_alias=user_api_key_dict.team_alias,
                 user_api_key_end_user_id=user_api_key_dict.end_user_id,
+                user_api_key_user_email=user_api_key_dict.user_email,
             )
         )
 
diff --git a/litellm/integrations/prometheus.py b/litellm/integrations/prometheus.py
index 4759ef91e6..8c01c7495b 100644
--- a/litellm/integrations/prometheus.py
+++ b/litellm/integrations/prometheus.py
@@ -423,6 +423,7 @@ class PrometheusLogger(CustomLogger):
             team=user_api_team,
             team_alias=user_api_team_alias,
             user=user_id,
+            user_email=standard_logging_payload["metadata"]["user_api_key_user_email"],
             status_code="200",
             model=model,
             litellm_model_name=model,
@@ -806,6 +807,7 @@ class PrometheusLogger(CustomLogger):
             enum_values = UserAPIKeyLabelValues(
                 end_user=user_api_key_dict.end_user_id,
                 user=user_api_key_dict.user_id,
+                user_email=user_api_key_dict.user_email,
                 hashed_api_key=user_api_key_dict.api_key,
                 api_key_alias=user_api_key_dict.key_alias,
                 team=user_api_key_dict.team_id,
@@ -853,6 +855,7 @@ class PrometheusLogger(CustomLogger):
                 team=user_api_key_dict.team_id,
                 team_alias=user_api_key_dict.team_alias,
                 user=user_api_key_dict.user_id,
+                user_email=user_api_key_dict.user_email,
                 status_code="200",
             )
             _labels = prometheus_label_factory(
diff --git a/litellm/litellm_core_utils/litellm_logging.py b/litellm/litellm_core_utils/litellm_logging.py
index 45b63177b9..220306ee74 100644
--- a/litellm/litellm_core_utils/litellm_logging.py
+++ b/litellm/litellm_core_utils/litellm_logging.py
@@ -199,6 +199,7 @@ class Logging(LiteLLMLoggingBaseClass):
         dynamic_async_failure_callbacks: Optional[
             List[Union[str, Callable, CustomLogger]]
         ] = None,
+        applied_guardrails: Optional[List[str]] = None,
         kwargs: Optional[Dict] = None,
     ):
         _input: Optional[str] = messages  # save original value of messages
@@ -271,6 +272,7 @@ class Logging(LiteLLMLoggingBaseClass):
             "litellm_call_id": litellm_call_id,
             "input": _input,
             "litellm_params": litellm_params,
+            "applied_guardrails": applied_guardrails,
         }
 
     def process_dynamic_callbacks(self):
@@ -1247,13 +1249,12 @@ class Logging(LiteLLMLoggingBaseClass):
                             in_memory_dynamic_logger_cache=in_memory_dynamic_logger_cache,
                         )
                         if langfuse_logger_to_use is not None:
-                            _response = langfuse_logger_to_use._old_log_event(
+                            _response = langfuse_logger_to_use.log_event_on_langfuse(
                                 kwargs=kwargs,
                                 response_obj=result,
                                 start_time=start_time,
                                 end_time=end_time,
                                 user_id=kwargs.get("user", None),
-                                print_verbose=print_verbose,
                             )
                             if _response is not None and isinstance(_response, dict):
                                 _trace_id = _response.get("trace_id", None)
@@ -1957,12 +1958,11 @@ class Logging(LiteLLMLoggingBaseClass):
                             standard_callback_dynamic_params=self.standard_callback_dynamic_params,
                             in_memory_dynamic_logger_cache=in_memory_dynamic_logger_cache,
                         )
-                        _response = langfuse_logger_to_use._old_log_event(
+                        _response = langfuse_logger_to_use.log_event_on_langfuse(
                             start_time=start_time,
                             end_time=end_time,
                             response_obj=None,
                             user_id=kwargs.get("user", None),
-                            print_verbose=print_verbose,
                             status_message=str(exception),
                             level="ERROR",
                             kwargs=self.model_call_details,
@@ -2854,6 +2854,7 @@ class StandardLoggingPayloadSetup:
         metadata: Optional[Dict[str, Any]],
         litellm_params: Optional[dict] = None,
         prompt_integration: Optional[str] = None,
+        applied_guardrails: Optional[List[str]] = None,
     ) -> StandardLoggingMetadata:
         """
         Clean and filter the metadata dictionary to include only the specified keys in StandardLoggingMetadata.
@@ -2868,6 +2869,7 @@ class StandardLoggingPayloadSetup:
             - If the input metadata is None or not a dictionary, an empty StandardLoggingMetadata object is returned.
             - If 'user_api_key' is present in metadata and is a valid SHA256 hash, it's stored as 'user_api_key_hash'.
         """
+
         prompt_management_metadata: Optional[
             StandardLoggingPromptManagementMetadata
         ] = None
@@ -2892,11 +2894,13 @@ class StandardLoggingPayloadSetup:
             user_api_key_org_id=None,
             user_api_key_user_id=None,
             user_api_key_team_alias=None,
+            user_api_key_user_email=None,
             spend_logs_metadata=None,
             requester_ip_address=None,
             requester_metadata=None,
             user_api_key_end_user_id=None,
             prompt_management_metadata=prompt_management_metadata,
+            applied_guardrails=applied_guardrails,
         )
         if isinstance(metadata, dict):
             # Filter the metadata dictionary to include only the specified keys
@@ -3195,6 +3199,7 @@ def get_standard_logging_object_payload(
             metadata=metadata,
             litellm_params=litellm_params,
             prompt_integration=kwargs.get("prompt_integration", None),
+            applied_guardrails=kwargs.get("applied_guardrails", None),
         )
 
         _request_body = proxy_server_request.get("body", {})
@@ -3324,12 +3329,14 @@ def get_standard_logging_metadata(
         user_api_key_team_id=None,
         user_api_key_org_id=None,
         user_api_key_user_id=None,
+        user_api_key_user_email=None,
         user_api_key_team_alias=None,
         spend_logs_metadata=None,
         requester_ip_address=None,
         requester_metadata=None,
         user_api_key_end_user_id=None,
         prompt_management_metadata=None,
+        applied_guardrails=None,
     )
     if isinstance(metadata, dict):
         # Filter the metadata dictionary to include only the specified keys
diff --git a/litellm/litellm_core_utils/llm_response_utils/convert_dict_to_response.py b/litellm/litellm_core_utils/llm_response_utils/convert_dict_to_response.py
index dacd21f426..def4c597f2 100644
--- a/litellm/litellm_core_utils/llm_response_utils/convert_dict_to_response.py
+++ b/litellm/litellm_core_utils/llm_response_utils/convert_dict_to_response.py
@@ -3,7 +3,8 @@ import json
 import time
 import traceback
 import uuid
-from typing import Dict, Iterable, List, Literal, Optional, Union
+import re
+from typing import Dict, Iterable, List, Literal, Optional, Union, Tuple
 
 import litellm
 from litellm._logging import verbose_logger
@@ -220,6 +221,16 @@ def _handle_invalid_parallel_tool_calls(
         # if there is a JSONDecodeError, return the original tool_calls
         return tool_calls
 
+def _parse_content_for_reasoning(message_text: Optional[str]) -> Tuple[Optional[str], Optional[str]]:
+    if not message_text:
+        return None, None
+    
+    reasoning_match = re.match(r"<think>(.*?)</think>(.*)", message_text, re.DOTALL)
+
+    if reasoning_match:
+        return reasoning_match.group(1), reasoning_match.group(2)
+    
+    return None, message_text
 
 class LiteLLMResponseObjectHandler:
 
@@ -432,8 +443,14 @@ def convert_to_model_response_object(  # noqa: PLR0915
                     for field in choice["message"].keys():
                         if field not in message_keys:
                             provider_specific_fields[field] = choice["message"][field]
+
+                    # Handle reasoning models that display `reasoning_content` within `content`
+                    reasoning_content, content = _parse_content_for_reasoning(choice["message"].get("content", None))
+                    if reasoning_content:
+                        provider_specific_fields["reasoning_content"] = reasoning_content
+
                     message = Message(
-                        content=choice["message"].get("content", None),
+                        content=content,
                         role=choice["message"]["role"] or "assistant",
                         function_call=choice["message"].get("function_call", None),
                         tool_calls=tool_calls,
diff --git a/litellm/litellm_core_utils/logging_callback_manager.py b/litellm/litellm_core_utils/logging_callback_manager.py
index 860a57c5f6..a20e826c43 100644
--- a/litellm/litellm_core_utils/logging_callback_manager.py
+++ b/litellm/litellm_core_utils/logging_callback_manager.py
@@ -1,7 +1,8 @@
-from typing import Callable, List, Union
+from typing import Callable, List, Set, Union
 
 import litellm
 from litellm._logging import verbose_logger
+from litellm.integrations.additional_logging_utils import AdditionalLoggingUtils
 from litellm.integrations.custom_logger import CustomLogger
 
 
@@ -85,6 +86,21 @@ class LoggingCallbackManager:
             callback=callback, parent_list=litellm._async_failure_callback
         )
 
+    def remove_callback_from_list_by_object(
+            self, callback_list, obj
+    ):
+        """
+        Remove callbacks that are methods of a particular object (e.g., router cleanup)
+        """
+        if not isinstance(callback_list, list): # Not list -> do nothing
+            return
+        
+        remove_list=[c for c in callback_list if hasattr(c, '__self__') and c.__self__ == obj]
+
+        for c in remove_list:
+            callback_list.remove(c)
+
+
     def _add_string_callback_to_list(
         self, callback: str, parent_list: List[Union[CustomLogger, Callable, str]]
     ):
@@ -205,3 +221,36 @@ class LoggingCallbackManager:
         litellm._async_success_callback = []
         litellm._async_failure_callback = []
         litellm.callbacks = []
+
+    def _get_all_callbacks(self) -> List[Union[CustomLogger, Callable, str]]:
+        """
+        Get all callbacks from litellm.callbacks, litellm.success_callback, litellm.failure_callback, litellm._async_success_callback, litellm._async_failure_callback
+        """
+        return (
+            litellm.callbacks
+            + litellm.success_callback
+            + litellm.failure_callback
+            + litellm._async_success_callback
+            + litellm._async_failure_callback
+        )
+
+    def get_active_additional_logging_utils_from_custom_logger(
+        self,
+    ) -> Set[AdditionalLoggingUtils]:
+        """
+        Get all custom loggers that are instances of the given class type
+
+        Args:
+            class_type: The class type to match against (e.g., AdditionalLoggingUtils)
+
+        Returns:
+            Set[CustomLogger]: Set of custom loggers that are instances of the given class type
+        """
+        all_callbacks = self._get_all_callbacks()
+        matched_callbacks: Set[AdditionalLoggingUtils] = set()
+        for callback in all_callbacks:
+            if isinstance(callback, CustomLogger) and isinstance(
+                callback, AdditionalLoggingUtils
+            ):
+                matched_callbacks.add(callback)
+        return matched_callbacks
diff --git a/litellm/litellm_core_utils/prompt_templates/factory.py b/litellm/litellm_core_utils/prompt_templates/factory.py
index abb508b982..1ed072e086 100644
--- a/litellm/litellm_core_utils/prompt_templates/factory.py
+++ b/litellm/litellm_core_utils/prompt_templates/factory.py
@@ -1421,6 +1421,8 @@ def anthropic_messages_pt(  # noqa: PLR0915
                             )
 
                             user_content.append(_content_element)
+                        elif m.get("type", "") == "document":
+                            user_content.append(cast(AnthropicMessagesDocumentParam, m))
                 elif isinstance(user_message_types_block["content"], str):
                     _anthropic_content_text_element: AnthropicMessagesTextParam = {
                         "type": "text",
diff --git a/litellm/litellm_core_utils/sensitive_data_masker.py b/litellm/litellm_core_utils/sensitive_data_masker.py
new file mode 100644
index 0000000000..a1df115ff0
--- /dev/null
+++ b/litellm/litellm_core_utils/sensitive_data_masker.py
@@ -0,0 +1,81 @@
+from typing import Any, Dict, Optional, Set
+
+
+class SensitiveDataMasker:
+    def __init__(
+        self,
+        sensitive_patterns: Optional[Set[str]] = None,
+        visible_prefix: int = 4,
+        visible_suffix: int = 4,
+        mask_char: str = "*",
+    ):
+        self.sensitive_patterns = sensitive_patterns or {
+            "password",
+            "secret",
+            "key",
+            "token",
+            "auth",
+            "credential",
+            "access",
+            "private",
+            "certificate",
+        }
+
+        self.visible_prefix = visible_prefix
+        self.visible_suffix = visible_suffix
+        self.mask_char = mask_char
+
+    def _mask_value(self, value: str) -> str:
+        if not value or len(str(value)) < (self.visible_prefix + self.visible_suffix):
+            return value
+
+        value_str = str(value)
+        masked_length = len(value_str) - (self.visible_prefix + self.visible_suffix)
+        return f"{value_str[:self.visible_prefix]}{self.mask_char * masked_length}{value_str[-self.visible_suffix:]}"
+
+    def is_sensitive_key(self, key: str) -> bool:
+        key_lower = str(key).lower()
+        result = any(pattern in key_lower for pattern in self.sensitive_patterns)
+        return result
+
+    def mask_dict(
+        self, data: Dict[str, Any], depth: int = 0, max_depth: int = 10
+    ) -> Dict[str, Any]:
+        if depth >= max_depth:
+            return data
+
+        masked_data: Dict[str, Any] = {}
+        for k, v in data.items():
+            try:
+                if isinstance(v, dict):
+                    masked_data[k] = self.mask_dict(v, depth + 1)
+                elif hasattr(v, "__dict__") and not isinstance(v, type):
+                    masked_data[k] = self.mask_dict(vars(v), depth + 1)
+                elif self.is_sensitive_key(k):
+                    str_value = str(v) if v is not None else ""
+                    masked_data[k] = self._mask_value(str_value)
+                else:
+                    masked_data[k] = (
+                        v if isinstance(v, (int, float, bool, str)) else str(v)
+                    )
+            except Exception:
+                masked_data[k] = "<unable to serialize>"
+
+        return masked_data
+
+
+# Usage example:
+"""
+masker = SensitiveDataMasker()
+data = {
+    "api_key": "sk-1234567890abcdef",
+    "redis_password": "very_secret_pass",
+    "port": 6379
+}
+masked = masker.mask_dict(data)
+# Result: {
+#    "api_key": "sk-1****cdef",
+#    "redis_password": "very****pass",
+#    "port": 6379
+# }
+"""
diff --git a/litellm/litellm_core_utils/streaming_handler.py b/litellm/litellm_core_utils/streaming_handler.py
index 08356fea73..5e9fb7aa76 100644
--- a/litellm/litellm_core_utils/streaming_handler.py
+++ b/litellm/litellm_core_utils/streaming_handler.py
@@ -809,7 +809,10 @@ class CustomStreamWrapper:
                     if self.sent_first_chunk is False:
                         completion_obj["role"] = "assistant"
                         self.sent_first_chunk = True
-
+                    if response_obj.get("provider_specific_fields") is not None:
+                        completion_obj["provider_specific_fields"] = response_obj[
+                            "provider_specific_fields"
+                        ]
                     model_response.choices[0].delta = Delta(**completion_obj)
                     _index: Optional[int] = completion_obj.get("index")
                     if _index is not None:
diff --git a/litellm/llms/anthropic/chat/handler.py b/litellm/llms/anthropic/chat/handler.py
index fdd1d79c7a..c58aa00a10 100644
--- a/litellm/llms/anthropic/chat/handler.py
+++ b/litellm/llms/anthropic/chat/handler.py
@@ -4,7 +4,7 @@ Calling + translation logic for anthropic's `/v1/messages` endpoint
 
 import copy
 import json
-from typing import Any, Callable, List, Optional, Tuple, Union
+from typing import Any, Callable, Dict, List, Optional, Tuple, Union
 
 import httpx  # type: ignore
 
@@ -506,6 +506,29 @@ class ModelResponseIterator:
 
         return usage_block
 
+    def _content_block_delta_helper(self, chunk: dict):
+        text = ""
+        tool_use: Optional[ChatCompletionToolCallChunk] = None
+        provider_specific_fields = {}
+        content_block = ContentBlockDelta(**chunk)  # type: ignore
+        self.content_blocks.append(content_block)
+        if "text" in content_block["delta"]:
+            text = content_block["delta"]["text"]
+        elif "partial_json" in content_block["delta"]:
+            tool_use = {
+                "id": None,
+                "type": "function",
+                "function": {
+                    "name": None,
+                    "arguments": content_block["delta"]["partial_json"],
+                },
+                "index": self.tool_index,
+            }
+        elif "citation" in content_block["delta"]:
+            provider_specific_fields["citation"] = content_block["delta"]["citation"]
+
+        return text, tool_use, provider_specific_fields
+
     def chunk_parser(self, chunk: dict) -> GenericStreamingChunk:
         try:
             type_chunk = chunk.get("type", "") or ""
@@ -515,6 +538,7 @@ class ModelResponseIterator:
             is_finished = False
             finish_reason = ""
             usage: Optional[ChatCompletionUsageBlock] = None
+            provider_specific_fields: Dict[str, Any] = {}
 
             index = int(chunk.get("index", 0))
             if type_chunk == "content_block_delta":
@@ -522,20 +546,9 @@ class ModelResponseIterator:
                 Anthropic content chunk
                 chunk = {'type': 'content_block_delta', 'index': 0, 'delta': {'type': 'text_delta', 'text': 'Hello'}}
                 """
-                content_block = ContentBlockDelta(**chunk)  # type: ignore
-                self.content_blocks.append(content_block)
-                if "text" in content_block["delta"]:
-                    text = content_block["delta"]["text"]
-                elif "partial_json" in content_block["delta"]:
-                    tool_use = {
-                        "id": None,
-                        "type": "function",
-                        "function": {
-                            "name": None,
-                            "arguments": content_block["delta"]["partial_json"],
-                        },
-                        "index": self.tool_index,
-                    }
+                text, tool_use, provider_specific_fields = (
+                    self._content_block_delta_helper(chunk=chunk)
+                )
             elif type_chunk == "content_block_start":
                 """
                 event: content_block_start
@@ -628,6 +641,9 @@ class ModelResponseIterator:
                 finish_reason=finish_reason,
                 usage=usage,
                 index=index,
+                provider_specific_fields=(
+                    provider_specific_fields if provider_specific_fields else None
+                ),
             )
 
             return returned_chunk
diff --git a/litellm/llms/anthropic/chat/transformation.py b/litellm/llms/anthropic/chat/transformation.py
index 960b4f95bb..fb2f4dd2c6 100644
--- a/litellm/llms/anthropic/chat/transformation.py
+++ b/litellm/llms/anthropic/chat/transformation.py
@@ -70,7 +70,7 @@ class AnthropicConfig(BaseConfig):
         metadata: Optional[dict] = None,
         system: Optional[str] = None,
     ) -> None:
-        locals_ = locals()
+        locals_ = locals().copy()
         for key, value in locals_.items():
             if key != "self" and value is not None:
                 setattr(self.__class__, key, value)
@@ -628,6 +628,7 @@ class AnthropicConfig(BaseConfig):
             )
         else:
             text_content = ""
+            citations: List[Any] = []
             tool_calls: List[ChatCompletionToolCallChunk] = []
             for idx, content in enumerate(completion_response["content"]):
                 if content["type"] == "text":
@@ -645,10 +646,14 @@ class AnthropicConfig(BaseConfig):
                             index=idx,
                         )
                     )
+                ## CITATIONS
+                if content.get("citations", None) is not None:
+                    citations.append(content["citations"])
 
             _message = litellm.Message(
                 tool_calls=tool_calls,
                 content=text_content or None,
+                provider_specific_fields={"citations": citations},
             )
 
             ## HANDLE JSON MODE - anthropic returns single function call
diff --git a/litellm/llms/anthropic/completion/transformation.py b/litellm/llms/anthropic/completion/transformation.py
index e2510d6a98..7a260b6f94 100644
--- a/litellm/llms/anthropic/completion/transformation.py
+++ b/litellm/llms/anthropic/completion/transformation.py
@@ -72,7 +72,7 @@ class AnthropicTextConfig(BaseConfig):
         top_k: Optional[int] = None,
         metadata: Optional[dict] = None,
     ) -> None:
-        locals_ = locals()
+        locals_ = locals().copy()
         for key, value in locals_.items():
             if key != "self" and value is not None:
                 setattr(self.__class__, key, value)
diff --git a/litellm/llms/azure/azure.py b/litellm/llms/azure/azure.py
index 6c578e4d8e..5294bd7141 100644
--- a/litellm/llms/azure/azure.py
+++ b/litellm/llms/azure/azure.py
@@ -5,10 +5,11 @@ import time
 from typing import Any, Callable, Dict, List, Literal, Optional, Union
 
 import httpx  # type: ignore
-from openai import AsyncAzureOpenAI, AzureOpenAI
+from openai import APITimeoutError, AsyncAzureOpenAI, AzureOpenAI
 
 import litellm
 from litellm.caching.caching import DualCache
+from litellm.constants import DEFAULT_MAX_RETRIES
 from litellm.litellm_core_utils.litellm_logging import Logging as LiteLLMLoggingObj
 from litellm.llms.custom_httpx.http_handler import (
     AsyncHTTPHandler,
@@ -98,14 +99,6 @@ class AzureOpenAIAssistantsAPIConfig:
 
 
 def select_azure_base_url_or_endpoint(azure_client_params: dict):
-    # azure_client_params = {
-    #     "api_version": api_version,
-    #     "azure_endpoint": api_base,
-    #     "azure_deployment": model,
-    #     "http_client": litellm.client_session,
-    #     "max_retries": max_retries,
-    #     "timeout": timeout,
-    # }
     azure_endpoint = azure_client_params.get("azure_endpoint", None)
     if azure_endpoint is not None:
         # see : https://github.com/openai/openai-python/blob/3d61ed42aba652b547029095a7eb269ad4e1e957/src/openai/lib/azure.py#L192
@@ -312,6 +305,7 @@ class AzureChatCompletion(BaseLLM):
         - call chat.completions.create.with_raw_response when litellm.return_response_headers is True
         - call chat.completions.create by default
         """
+        start_time = time.time()
         try:
             raw_response = await azure_client.chat.completions.with_raw_response.create(
                 **data, timeout=timeout
@@ -320,6 +314,11 @@ class AzureChatCompletion(BaseLLM):
             headers = dict(raw_response.headers)
             response = raw_response.parse()
             return headers, response
+        except APITimeoutError as e:
+            end_time = time.time()
+            time_delta = round(end_time - start_time, 2)
+            e.message += f" - timeout value={timeout}, time taken={time_delta} seconds"
+            raise e
         except Exception as e:
             raise e
 
@@ -353,7 +352,9 @@ class AzureChatCompletion(BaseLLM):
                     status_code=422, message="Missing model or messages"
                 )
 
-            max_retries = optional_params.pop("max_retries", 2)
+            max_retries = optional_params.pop("max_retries", None)
+            if max_retries is None:
+                max_retries = DEFAULT_MAX_RETRIES
             json_mode: Optional[bool] = optional_params.pop("json_mode", False)
 
             ### CHECK IF CLOUDFLARE AI GATEWAY ###
@@ -415,6 +416,7 @@ class AzureChatCompletion(BaseLLM):
                         azure_ad_token_provider=azure_ad_token_provider,
                         timeout=timeout,
                         client=client,
+                        max_retries=max_retries,
                     )
                 else:
                     return self.acompletion(
@@ -430,6 +432,7 @@ class AzureChatCompletion(BaseLLM):
                         timeout=timeout,
                         client=client,
                         logging_obj=logging_obj,
+                        max_retries=max_retries,
                         convert_tool_call_to_json_mode=json_mode,
                     )
             elif "stream" in optional_params and optional_params["stream"] is True:
@@ -445,6 +448,7 @@ class AzureChatCompletion(BaseLLM):
                     azure_ad_token_provider=azure_ad_token_provider,
                     timeout=timeout,
                     client=client,
+                    max_retries=max_retries,
                 )
             else:
                 ## LOGGING
@@ -553,6 +557,7 @@ class AzureChatCompletion(BaseLLM):
         dynamic_params: bool,
         model_response: ModelResponse,
         logging_obj: LiteLLMLoggingObj,
+        max_retries: int,
         azure_ad_token: Optional[str] = None,
         azure_ad_token_provider: Optional[Callable] = None,
         convert_tool_call_to_json_mode: Optional[bool] = None,
@@ -560,12 +565,6 @@ class AzureChatCompletion(BaseLLM):
     ):
         response = None
         try:
-            max_retries = data.pop("max_retries", 2)
-            if not isinstance(max_retries, int):
-                raise AzureOpenAIError(
-                    status_code=422, message="max retries must be an int"
-                )
-
             # init AzureOpenAI Client
             azure_client_params = {
                 "api_version": api_version,
@@ -649,6 +648,7 @@ class AzureChatCompletion(BaseLLM):
             )
             raise AzureOpenAIError(status_code=500, message=str(e))
         except Exception as e:
+            message = getattr(e, "message", str(e))
             ## LOGGING
             logging_obj.post_call(
                 input=data["messages"],
@@ -659,7 +659,7 @@ class AzureChatCompletion(BaseLLM):
             if hasattr(e, "status_code"):
                 raise e
             else:
-                raise AzureOpenAIError(status_code=500, message=str(e))
+                raise AzureOpenAIError(status_code=500, message=message)
 
     def streaming(
         self,
@@ -671,15 +671,11 @@ class AzureChatCompletion(BaseLLM):
         data: dict,
         model: str,
         timeout: Any,
+        max_retries: int,
         azure_ad_token: Optional[str] = None,
         azure_ad_token_provider: Optional[Callable] = None,
         client=None,
     ):
-        max_retries = data.pop("max_retries", 2)
-        if not isinstance(max_retries, int):
-            raise AzureOpenAIError(
-                status_code=422, message="max retries must be an int"
-            )
         # init AzureOpenAI Client
         azure_client_params = {
             "api_version": api_version,
@@ -742,6 +738,7 @@ class AzureChatCompletion(BaseLLM):
         data: dict,
         model: str,
         timeout: Any,
+        max_retries: int,
         azure_ad_token: Optional[str] = None,
         azure_ad_token_provider: Optional[Callable] = None,
         client=None,
@@ -753,7 +750,7 @@ class AzureChatCompletion(BaseLLM):
                 "azure_endpoint": api_base,
                 "azure_deployment": model,
                 "http_client": litellm.aclient_session,
-                "max_retries": data.pop("max_retries", 2),
+                "max_retries": max_retries,
                 "timeout": timeout,
             }
             azure_client_params = select_azure_base_url_or_endpoint(
@@ -807,10 +804,11 @@ class AzureChatCompletion(BaseLLM):
             status_code = getattr(e, "status_code", 500)
             error_headers = getattr(e, "headers", None)
             error_response = getattr(e, "response", None)
+            message = getattr(e, "message", str(e))
             if error_headers is None and error_response:
                 error_headers = getattr(error_response, "headers", None)
             raise AzureOpenAIError(
-                status_code=status_code, message=str(e), headers=error_headers
+                status_code=status_code, message=message, headers=error_headers
             )
 
     async def aembedding(
diff --git a/litellm/llms/azure/chat/gpt_transformation.py b/litellm/llms/azure/chat/gpt_transformation.py
index 53a7fdd687..b117583bd0 100644
--- a/litellm/llms/azure/chat/gpt_transformation.py
+++ b/litellm/llms/azure/chat/gpt_transformation.py
@@ -113,6 +113,17 @@ class AzureOpenAIConfig(BaseConfig):
 
         return False
 
+    def _is_response_format_supported_api_version(
+        self, api_version_year: str, api_version_month: str
+    ) -> bool:
+        """
+        - check if api_version is supported for response_format
+        """
+
+        is_supported = int(api_version_year) <= 2024 and int(api_version_month) >= 8
+
+        return is_supported
+
     def map_openai_params(
         self,
         non_default_params: dict,
@@ -171,13 +182,20 @@ class AzureOpenAIConfig(BaseConfig):
                 _is_response_format_supported_model = (
                     self._is_response_format_supported_model(model)
                 )
-                should_convert_response_format_to_tool = (
-                    api_version_year <= "2024" and api_version_month < "08"
-                ) or not _is_response_format_supported_model
+
+                is_response_format_supported_api_version = (
+                    self._is_response_format_supported_api_version(
+                        api_version_year, api_version_month
+                    )
+                )
+                is_response_format_supported = (
+                    is_response_format_supported_api_version
+                    and _is_response_format_supported_model
+                )
                 optional_params = self._add_response_format_to_tools(
                     optional_params=optional_params,
                     value=value,
-                    should_convert_response_format_to_tool=should_convert_response_format_to_tool,
+                    is_response_format_supported=is_response_format_supported,
                 )
             elif param == "tools" and isinstance(value, list):
                 optional_params.setdefault("tools", [])
diff --git a/litellm/llms/azure/completion/handler.py b/litellm/llms/azure/completion/handler.py
index 31d634de65..fafa5665bb 100644
--- a/litellm/llms/azure/completion/handler.py
+++ b/litellm/llms/azure/completion/handler.py
@@ -131,6 +131,7 @@ class AzureTextCompletion(BaseLLM):
                         timeout=timeout,
                         client=client,
                         logging_obj=logging_obj,
+                        max_retries=max_retries,
                     )
             elif "stream" in optional_params and optional_params["stream"] is True:
                 return self.streaming(
@@ -236,17 +237,12 @@ class AzureTextCompletion(BaseLLM):
         timeout: Any,
         model_response: ModelResponse,
         logging_obj: Any,
+        max_retries: int,
         azure_ad_token: Optional[str] = None,
         client=None,  # this is the AsyncAzureOpenAI
     ):
         response = None
         try:
-            max_retries = data.pop("max_retries", 2)
-            if not isinstance(max_retries, int):
-                raise AzureOpenAIError(
-                    status_code=422, message="max retries must be an int"
-                )
-
             # init AzureOpenAI Client
             azure_client_params = {
                 "api_version": api_version,
diff --git a/litellm/llms/base_llm/base_utils.py b/litellm/llms/base_llm/base_utils.py
index ac3d2c81f9..a7e65cdfbf 100644
--- a/litellm/llms/base_llm/base_utils.py
+++ b/litellm/llms/base_llm/base_utils.py
@@ -34,6 +34,17 @@ class BaseLLMModelInfo(ABC):
     def get_api_base(api_base: Optional[str] = None) -> Optional[str]:
         pass
 
+    @staticmethod
+    @abstractmethod
+    def get_base_model(model: str) -> Optional[str]:
+        """
+        Returns the base model name from the given model name.
+
+        Some providers like bedrock - can receive model=`invoke/anthropic.claude-3-opus-20240229-v1:0` or `converse/anthropic.claude-3-opus-20240229-v1:0`
+            This function will return `anthropic.claude-3-opus-20240229-v1:0`
+        """
+        pass
+
 
 def _dict_to_response_format_helper(
     response_format: dict, ref_template: Optional[str] = None
diff --git a/litellm/llms/base_llm/chat/transformation.py b/litellm/llms/base_llm/chat/transformation.py
index 1004cc9012..9d3778ed68 100644
--- a/litellm/llms/base_llm/chat/transformation.py
+++ b/litellm/llms/base_llm/chat/transformation.py
@@ -20,6 +20,7 @@ from pydantic import BaseModel
 
 from litellm._logging import verbose_logger
 from litellm.constants import RESPONSE_FORMAT_TOOL_NAME
+from litellm.llms.custom_httpx.http_handler import AsyncHTTPHandler, HTTPHandler
 from litellm.types.llms.openai import (
     AllMessageValues,
     ChatCompletionToolChoiceFunctionParam,
@@ -27,9 +28,6 @@ from litellm.types.llms.openai import (
     ChatCompletionToolParam,
     ChatCompletionToolParamFunctionChunk,
 )
-
-from litellm.llms.custom_httpx.http_handler import AsyncHTTPHandler, HTTPHandler
-
 from litellm.types.utils import ModelResponse
 from litellm.utils import CustomStreamWrapper
 
@@ -163,7 +161,7 @@ class BaseConfig(ABC):
         self,
         optional_params: dict,
         value: dict,
-        should_convert_response_format_to_tool: bool,
+        is_response_format_supported: bool,
     ) -> dict:
         """
         Follow similar approach to anthropic - translate to a single tool call.
@@ -183,7 +181,8 @@ class BaseConfig(ABC):
         elif "json_schema" in value:
             json_schema = value["json_schema"]["schema"]
 
-        if json_schema and should_convert_response_format_to_tool:
+        if json_schema and not is_response_format_supported:
+
             _tool_choice = ChatCompletionToolChoiceObjectParam(
                 type="function",
                 function=ChatCompletionToolChoiceFunctionParam(
diff --git a/litellm/llms/bedrock/base_aws_llm.py b/litellm/llms/bedrock/base_aws_llm.py
index 94ed1ed48f..7b04b2c02a 100644
--- a/litellm/llms/bedrock/base_aws_llm.py
+++ b/litellm/llms/bedrock/base_aws_llm.py
@@ -52,6 +52,7 @@ class BaseAWSLLM:
             "aws_role_name",
             "aws_web_identity_token",
             "aws_sts_endpoint",
+            "aws_bedrock_runtime_endpoint",
         ]
 
     def get_cache_key(self, credential_args: Dict[str, Optional[str]]) -> str:
diff --git a/litellm/llms/bedrock/chat/converse_transformation.py b/litellm/llms/bedrock/chat/converse_transformation.py
index 60527381f6..548e6f690a 100644
--- a/litellm/llms/bedrock/chat/converse_transformation.py
+++ b/litellm/llms/bedrock/chat/converse_transformation.py
@@ -33,14 +33,7 @@ from litellm.types.llms.openai import (
 from litellm.types.utils import ModelResponse, Usage
 from litellm.utils import add_dummy_tool, has_tool_call_blocks
 
-from ..common_utils import (
-    AmazonBedrockGlobalConfig,
-    BedrockError,
-    get_bedrock_tool_name,
-)
-
-global_config = AmazonBedrockGlobalConfig()
-all_global_regions = global_config.get_all_regions()
+from ..common_utils import BedrockError, BedrockModelInfo, get_bedrock_tool_name
 
 
 class AmazonConverseConfig(BaseConfig):
@@ -63,7 +56,7 @@ class AmazonConverseConfig(BaseConfig):
         topP: Optional[int] = None,
         topK: Optional[int] = None,
     ) -> None:
-        locals_ = locals()
+        locals_ = locals().copy()
         for key, value in locals_.items():
             if key != "self" and value is not None:
                 setattr(self.__class__, key, value)
@@ -104,7 +97,7 @@ class AmazonConverseConfig(BaseConfig):
         ]
 
         ## Filter out 'cross-region' from model name
-        base_model = self._get_base_model(model)
+        base_model = BedrockModelInfo.get_base_model(model)
 
         if (
             base_model.startswith("anthropic")
@@ -341,9 +334,9 @@ class AmazonConverseConfig(BaseConfig):
         if "top_k" in inference_params:
             inference_params["topK"] = inference_params.pop("top_k")
         return InferenceConfig(**inference_params)
-    
+
     def _handle_top_k_value(self, model: str, inference_params: dict) -> dict:
-        base_model = self._get_base_model(model)
+        base_model = BedrockModelInfo.get_base_model(model)
 
         val_top_k = None
         if "topK" in inference_params:
@@ -352,11 +345,11 @@ class AmazonConverseConfig(BaseConfig):
             val_top_k = inference_params.pop("top_k")
 
         if val_top_k:
-            if (base_model.startswith("anthropic")):
+            if base_model.startswith("anthropic"):
                 return {"top_k": val_top_k}
             if base_model.startswith("amazon.nova"):
-                return {'inferenceConfig': {"topK": val_top_k}}                
-                
+                return {"inferenceConfig": {"topK": val_top_k}}
+
         return {}
 
     def _transform_request_helper(
@@ -393,15 +386,25 @@ class AmazonConverseConfig(BaseConfig):
         ) + ["top_k"]
         supported_tool_call_params = ["tools", "tool_choice"]
         supported_guardrail_params = ["guardrailConfig"]
-        total_supported_params = supported_converse_params + supported_tool_call_params + supported_guardrail_params
+        total_supported_params = (
+            supported_converse_params
+            + supported_tool_call_params
+            + supported_guardrail_params
+        )
         inference_params.pop("json_mode", None)  # used for handling json_schema
 
         # keep supported params in 'inference_params', and set all model-specific params in 'additional_request_params'
-        additional_request_params = {k: v for k, v in inference_params.items() if k not in total_supported_params}
-        inference_params = {k: v for k, v in inference_params.items() if k in total_supported_params}
+        additional_request_params = {
+            k: v for k, v in inference_params.items() if k not in total_supported_params
+        }
+        inference_params = {
+            k: v for k, v in inference_params.items() if k in total_supported_params
+        }
 
         # Only set the topK value in for models that support it
-        additional_request_params.update(self._handle_top_k_value(model, inference_params))
+        additional_request_params.update(
+            self._handle_top_k_value(model, inference_params)
+        )
 
         bedrock_tools: List[ToolBlock] = _bedrock_tools_pt(
             inference_params.pop("tools", [])
@@ -679,41 +682,6 @@ class AmazonConverseConfig(BaseConfig):
 
         return model_response
 
-    def _supported_cross_region_inference_region(self) -> List[str]:
-        """
-        Abbreviations of regions AWS Bedrock supports for cross region inference
-        """
-        return ["us", "eu", "apac"]
-
-    def _get_base_model(self, model: str) -> str:
-        """
-        Get the base model from the given model name.
-
-        Handle model names like - "us.meta.llama3-2-11b-instruct-v1:0" -> "meta.llama3-2-11b-instruct-v1"
-        AND "meta.llama3-2-11b-instruct-v1:0" -> "meta.llama3-2-11b-instruct-v1"
-        """
-
-        if model.startswith("bedrock/"):
-            model = model.split("/", 1)[1]
-
-        if model.startswith("converse/"):
-            model = model.split("/", 1)[1]
-
-        potential_region = model.split(".", 1)[0]
-
-        alt_potential_region = model.split("/", 1)[
-            0
-        ]  # in model cost map we store regional information like `/us-west-2/bedrock-model`
-
-        if potential_region in self._supported_cross_region_inference_region():
-            return model.split(".", 1)[1]
-        elif (
-            alt_potential_region in all_global_regions and len(model.split("/", 1)) > 1
-        ):
-            return model.split("/", 1)[1]
-
-        return model
-
     def get_error_class(
         self, error_message: str, status_code: int, headers: Union[dict, httpx.Headers]
     ) -> BaseLLMException:
diff --git a/litellm/llms/bedrock/chat/invoke_handler.py b/litellm/llms/bedrock/chat/invoke_handler.py
index 42b29120b1..43fdc061e7 100644
--- a/litellm/llms/bedrock/chat/invoke_handler.py
+++ b/litellm/llms/bedrock/chat/invoke_handler.py
@@ -40,6 +40,9 @@ from litellm.litellm_core_utils.prompt_templates.factory import (
     parse_xml_params,
     prompt_factory,
 )
+from litellm.llms.anthropic.chat.handler import (
+    ModelResponseIterator as AnthropicModelResponseIterator,
+)
 from litellm.llms.custom_httpx.http_handler import (
     AsyncHTTPHandler,
     HTTPHandler,
@@ -103,7 +106,7 @@ class AmazonCohereChatConfig:
         stop_sequences: Optional[str] = None,
         raw_prompting: Optional[bool] = None,
     ) -> None:
-        locals_ = locals()
+        locals_ = locals().copy()
         for key, value in locals_.items():
             if key != "self" and value is not None:
                 setattr(self.__class__, key, value)
@@ -177,6 +180,7 @@ async def make_call(
     logging_obj: Logging,
     fake_stream: bool = False,
     json_mode: Optional[bool] = False,
+    bedrock_invoke_provider: Optional[litellm.BEDROCK_INVOKE_PROVIDERS_LITERAL] = None,
 ):
     try:
         if client is None:
@@ -214,6 +218,14 @@ async def make_call(
             completion_stream: Any = MockResponseIterator(
                 model_response=model_response, json_mode=json_mode
             )
+        elif bedrock_invoke_provider == "anthropic":
+            decoder: AWSEventStreamDecoder = AmazonAnthropicClaudeStreamDecoder(
+                model=model,
+                sync_stream=False,
+            )
+            completion_stream = decoder.aiter_bytes(
+                response.aiter_bytes(chunk_size=1024)
+            )
         else:
             decoder = AWSEventStreamDecoder(model=model)
             completion_stream = decoder.aiter_bytes(
@@ -248,6 +260,7 @@ def make_sync_call(
     logging_obj: Logging,
     fake_stream: bool = False,
     json_mode: Optional[bool] = False,
+    bedrock_invoke_provider: Optional[litellm.BEDROCK_INVOKE_PROVIDERS_LITERAL] = None,
 ):
     try:
         if client is None:
@@ -283,6 +296,12 @@ def make_sync_call(
             completion_stream: Any = MockResponseIterator(
                 model_response=model_response, json_mode=json_mode
             )
+        elif bedrock_invoke_provider == "anthropic":
+            decoder: AWSEventStreamDecoder = AmazonAnthropicClaudeStreamDecoder(
+                model=model,
+                sync_stream=True,
+            )
+            completion_stream = decoder.iter_bytes(response.iter_bytes(chunk_size=1024))
         else:
             decoder = AWSEventStreamDecoder(model=model)
             completion_stream = decoder.iter_bytes(response.iter_bytes(chunk_size=1024))
@@ -1323,7 +1342,7 @@ class AWSEventStreamDecoder:
             text = chunk_data.get("completions")[0].get("data").get("text")  # type: ignore
             is_finished = True
             finish_reason = "stop"
-        ######## bedrock.anthropic mappings ###############
+        ######## /bedrock/converse mappings ###############
         elif (
             "contentBlockIndex" in chunk_data
             or "stopReason" in chunk_data
@@ -1331,6 +1350,11 @@ class AWSEventStreamDecoder:
             or "trace" in chunk_data
         ):
             return self.converse_chunk_parser(chunk_data=chunk_data)
+        ######### /bedrock/invoke nova mappings ###############
+        elif "contentBlockDelta" in chunk_data:
+            # when using /bedrock/invoke/nova, the chunk_data is nested under "contentBlockDelta"
+            _chunk_data = chunk_data.get("contentBlockDelta", None)
+            return self.converse_chunk_parser(chunk_data=_chunk_data)
         ######## bedrock.mistral mappings ###############
         elif "outputs" in chunk_data:
             if (
@@ -1429,6 +1453,27 @@ class AWSEventStreamDecoder:
             return chunk.decode()  # type: ignore[no-any-return]
 
 
+class AmazonAnthropicClaudeStreamDecoder(AWSEventStreamDecoder):
+    def __init__(
+        self,
+        model: str,
+        sync_stream: bool,
+    ) -> None:
+        """
+        Child class of AWSEventStreamDecoder that handles the streaming response from the Anthropic family of models
+
+        The only difference between AWSEventStreamDecoder and AmazonAnthropicClaudeStreamDecoder is the `chunk_parser` method
+        """
+        super().__init__(model=model)
+        self.anthropic_model_response_iterator = AnthropicModelResponseIterator(
+            streaming_response=None,
+            sync_stream=sync_stream,
+        )
+
+    def _chunk_parser(self, chunk_data: dict) -> GChunk:
+        return self.anthropic_model_response_iterator.chunk_parser(chunk=chunk_data)
+
+
 class MockResponseIterator:  # for returning ai21 streaming responses
     def __init__(self, model_response, json_mode: Optional[bool] = False):
         self.model_response = model_response
diff --git a/litellm/llms/bedrock/chat/invoke_transformations/amazon_ai21_transformation.py b/litellm/llms/bedrock/chat/invoke_transformations/amazon_ai21_transformation.py
index 48e21ce602..50fa6f170b 100644
--- a/litellm/llms/bedrock/chat/invoke_transformations/amazon_ai21_transformation.py
+++ b/litellm/llms/bedrock/chat/invoke_transformations/amazon_ai21_transformation.py
@@ -46,7 +46,7 @@ class AmazonAI21Config(AmazonInvokeConfig, BaseConfig):
         presencePenalty: Optional[dict] = None,
         countPenalty: Optional[dict] = None,
     ) -> None:
-        locals_ = locals()
+        locals_ = locals().copy()
         for key, value in locals_.items():
             if key != "self" and value is not None:
                 setattr(self.__class__, key, value)
diff --git a/litellm/llms/bedrock/chat/invoke_transformations/amazon_cohere_transformation.py b/litellm/llms/bedrock/chat/invoke_transformations/amazon_cohere_transformation.py
index f276e390b2..e9479c8f32 100644
--- a/litellm/llms/bedrock/chat/invoke_transformations/amazon_cohere_transformation.py
+++ b/litellm/llms/bedrock/chat/invoke_transformations/amazon_cohere_transformation.py
@@ -28,7 +28,7 @@ class AmazonCohereConfig(AmazonInvokeConfig, BaseConfig):
         temperature: Optional[float] = None,
         return_likelihood: Optional[str] = None,
     ) -> None:
-        locals_ = locals()
+        locals_ = locals().copy()
         for key, value in locals_.items():
             if key != "self" and value is not None:
                 setattr(self.__class__, key, value)
diff --git a/litellm/llms/bedrock/chat/invoke_transformations/amazon_llama_transformation.py b/litellm/llms/bedrock/chat/invoke_transformations/amazon_llama_transformation.py
index f45e49672b..9f84844fcb 100644
--- a/litellm/llms/bedrock/chat/invoke_transformations/amazon_llama_transformation.py
+++ b/litellm/llms/bedrock/chat/invoke_transformations/amazon_llama_transformation.py
@@ -28,7 +28,7 @@ class AmazonLlamaConfig(AmazonInvokeConfig, BaseConfig):
         temperature: Optional[float] = None,
         topP: Optional[int] = None,
     ) -> None:
-        locals_ = locals()
+        locals_ = locals().copy()
         for key, value in locals_.items():
             if key != "self" and value is not None:
                 setattr(self.__class__, key, value)
diff --git a/litellm/llms/bedrock/chat/invoke_transformations/amazon_mistral_transformation.py b/litellm/llms/bedrock/chat/invoke_transformations/amazon_mistral_transformation.py
index 761fab7465..ef3c237f9d 100644
--- a/litellm/llms/bedrock/chat/invoke_transformations/amazon_mistral_transformation.py
+++ b/litellm/llms/bedrock/chat/invoke_transformations/amazon_mistral_transformation.py
@@ -33,7 +33,7 @@ class AmazonMistralConfig(AmazonInvokeConfig, BaseConfig):
         top_k: Optional[float] = None,
         stop: Optional[List[str]] = None,
     ) -> None:
-        locals_ = locals()
+        locals_ = locals().copy()
         for key, value in locals_.items():
             if key != "self" and value is not None:
                 setattr(self.__class__, key, value)
diff --git a/litellm/llms/bedrock/chat/invoke_transformations/amazon_nova_transformation.py b/litellm/llms/bedrock/chat/invoke_transformations/amazon_nova_transformation.py
new file mode 100644
index 0000000000..9d41beceff
--- /dev/null
+++ b/litellm/llms/bedrock/chat/invoke_transformations/amazon_nova_transformation.py
@@ -0,0 +1,70 @@
+"""
+Handles transforming requests for `bedrock/invoke/{nova} models`
+
+Inherits from `AmazonConverseConfig`
+
+Nova + Invoke API Tutorial: https://docs.aws.amazon.com/nova/latest/userguide/using-invoke-api.html
+"""
+
+from typing import List
+
+import litellm
+from litellm.types.llms.bedrock import BedrockInvokeNovaRequest
+from litellm.types.llms.openai import AllMessageValues
+
+
+class AmazonInvokeNovaConfig(litellm.AmazonConverseConfig):
+    """
+    Config for sending `nova` requests to `/bedrock/invoke/`
+    """
+
+    def __init__(self, **kwargs):
+        super().__init__(**kwargs)
+
+    def transform_request(
+        self,
+        model: str,
+        messages: List[AllMessageValues],
+        optional_params: dict,
+        litellm_params: dict,
+        headers: dict,
+    ) -> dict:
+        _transformed_nova_request = super().transform_request(
+            model=model,
+            messages=messages,
+            optional_params=optional_params,
+            litellm_params=litellm_params,
+            headers=headers,
+        )
+        _bedrock_invoke_nova_request = BedrockInvokeNovaRequest(
+            **_transformed_nova_request
+        )
+        self._remove_empty_system_messages(_bedrock_invoke_nova_request)
+        bedrock_invoke_nova_request = self._filter_allowed_fields(
+            _bedrock_invoke_nova_request
+        )
+        return bedrock_invoke_nova_request
+
+    def _filter_allowed_fields(
+        self, bedrock_invoke_nova_request: BedrockInvokeNovaRequest
+    ) -> dict:
+        """
+        Filter out fields that are not allowed in the `BedrockInvokeNovaRequest` dataclass.
+        """
+        allowed_fields = set(BedrockInvokeNovaRequest.__annotations__.keys())
+        return {
+            k: v for k, v in bedrock_invoke_nova_request.items() if k in allowed_fields
+        }
+
+    def _remove_empty_system_messages(
+        self, bedrock_invoke_nova_request: BedrockInvokeNovaRequest
+    ) -> None:
+        """
+        In-place remove empty `system` messages from the request.
+
+        /bedrock/invoke/ does not allow empty `system` messages.
+        """
+        _system_message = bedrock_invoke_nova_request.get("system", None)
+        if isinstance(_system_message, list) and len(_system_message) == 0:
+            bedrock_invoke_nova_request.pop("system", None)
+        return
diff --git a/litellm/llms/bedrock/chat/invoke_transformations/amazon_titan_transformation.py b/litellm/llms/bedrock/chat/invoke_transformations/amazon_titan_transformation.py
index e16946f3ed..367fb84d1a 100644
--- a/litellm/llms/bedrock/chat/invoke_transformations/amazon_titan_transformation.py
+++ b/litellm/llms/bedrock/chat/invoke_transformations/amazon_titan_transformation.py
@@ -33,7 +33,7 @@ class AmazonTitanConfig(AmazonInvokeConfig, BaseConfig):
         temperature: Optional[float] = None,
         topP: Optional[int] = None,
     ) -> None:
-        locals_ = locals()
+        locals_ = locals().copy()
         for key, value in locals_.items():
             if key != "self" and value is not None:
                 setattr(self.__class__, key, value)
diff --git a/litellm/llms/bedrock/chat/invoke_transformations/anthropic_claude2_transformation.py b/litellm/llms/bedrock/chat/invoke_transformations/anthropic_claude2_transformation.py
index 5f86c22529..085cf0b9ca 100644
--- a/litellm/llms/bedrock/chat/invoke_transformations/anthropic_claude2_transformation.py
+++ b/litellm/llms/bedrock/chat/invoke_transformations/anthropic_claude2_transformation.py
@@ -34,7 +34,7 @@ class AmazonAnthropicConfig:
         top_p: Optional[int] = None,
         anthropic_version: Optional[str] = None,
     ) -> None:
-        locals_ = locals()
+        locals_ = locals().copy()
         for key, value in locals_.items():
             if key != "self" and value is not None:
                 setattr(self.__class__, key, value)
diff --git a/litellm/llms/bedrock/chat/invoke_transformations/anthropic_claude3_transformation.py b/litellm/llms/bedrock/chat/invoke_transformations/anthropic_claude3_transformation.py
index b227eb8223..09842aef01 100644
--- a/litellm/llms/bedrock/chat/invoke_transformations/anthropic_claude3_transformation.py
+++ b/litellm/llms/bedrock/chat/invoke_transformations/anthropic_claude3_transformation.py
@@ -1,61 +1,34 @@
-import types
-from typing import List, Optional
+from typing import TYPE_CHECKING, Any, List, Optional
+
+import httpx
+
+import litellm
+from litellm.llms.bedrock.chat.invoke_transformations.base_invoke_transformation import (
+    AmazonInvokeConfig,
+)
+from litellm.types.llms.openai import AllMessageValues
+from litellm.types.utils import ModelResponse
+
+if TYPE_CHECKING:
+    from litellm.litellm_core_utils.litellm_logging import Logging as _LiteLLMLoggingObj
+
+    LiteLLMLoggingObj = _LiteLLMLoggingObj
+else:
+    LiteLLMLoggingObj = Any
 
 
-class AmazonAnthropicClaude3Config:
+class AmazonAnthropicClaude3Config(AmazonInvokeConfig):
     """
     Reference:
         https://us-west-2.console.aws.amazon.com/bedrock/home?region=us-west-2#/providers?model=claude
         https://docs.anthropic.com/claude/docs/models-overview#model-comparison
 
     Supported Params for the Amazon / Anthropic Claude 3 models:
-
-    - `max_tokens` Required (integer) max tokens. Default is 4096
-    - `anthropic_version` Required (string) version of anthropic for bedrock - e.g. "bedrock-2023-05-31"
-    - `system` Optional (string) the system prompt, conversion from openai format to this is handled in factory.py
-    - `temperature` Optional (float) The amount of randomness injected into the response
-    - `top_p` Optional (float) Use nucleus sampling.
-    - `top_k` Optional (int) Only sample from the top K options for each subsequent token
-    - `stop_sequences` Optional (List[str]) Custom text sequences that cause the model to stop generating
     """
 
-    max_tokens: Optional[int] = 4096  # Opus, Sonnet, and Haiku default
-    anthropic_version: Optional[str] = "bedrock-2023-05-31"
-    system: Optional[str] = None
-    temperature: Optional[float] = None
-    top_p: Optional[float] = None
-    top_k: Optional[int] = None
-    stop_sequences: Optional[List[str]] = None
+    anthropic_version: str = "bedrock-2023-05-31"
 
-    def __init__(
-        self,
-        max_tokens: Optional[int] = None,
-        anthropic_version: Optional[str] = None,
-    ) -> None:
-        locals_ = locals()
-        for key, value in locals_.items():
-            if key != "self" and value is not None:
-                setattr(self.__class__, key, value)
-
-    @classmethod
-    def get_config(cls):
-        return {
-            k: v
-            for k, v in cls.__dict__.items()
-            if not k.startswith("__")
-            and not isinstance(
-                v,
-                (
-                    types.FunctionType,
-                    types.BuiltinFunctionType,
-                    classmethod,
-                    staticmethod,
-                ),
-            )
-            and v is not None
-        }
-
-    def get_supported_openai_params(self):
+    def get_supported_openai_params(self, model: str):
         return [
             "max_tokens",
             "max_completion_tokens",
@@ -68,7 +41,13 @@ class AmazonAnthropicClaude3Config:
             "extra_headers",
         ]
 
-    def map_openai_params(self, non_default_params: dict, optional_params: dict):
+    def map_openai_params(
+        self,
+        non_default_params: dict,
+        optional_params: dict,
+        model: str,
+        drop_params: bool,
+    ):
         for param, value in non_default_params.items():
             if param == "max_tokens" or param == "max_completion_tokens":
                 optional_params["max_tokens"] = value
@@ -83,3 +62,53 @@ class AmazonAnthropicClaude3Config:
             if param == "top_p":
                 optional_params["top_p"] = value
         return optional_params
+
+    def transform_request(
+        self,
+        model: str,
+        messages: List[AllMessageValues],
+        optional_params: dict,
+        litellm_params: dict,
+        headers: dict,
+    ) -> dict:
+        _anthropic_request = litellm.AnthropicConfig().transform_request(
+            model=model,
+            messages=messages,
+            optional_params=optional_params,
+            litellm_params=litellm_params,
+            headers=headers,
+        )
+
+        _anthropic_request.pop("model", None)
+        if "anthropic_version" not in _anthropic_request:
+            _anthropic_request["anthropic_version"] = self.anthropic_version
+
+        return _anthropic_request
+
+    def transform_response(
+        self,
+        model: str,
+        raw_response: httpx.Response,
+        model_response: ModelResponse,
+        logging_obj: LiteLLMLoggingObj,
+        request_data: dict,
+        messages: List[AllMessageValues],
+        optional_params: dict,
+        litellm_params: dict,
+        encoding: Any,
+        api_key: Optional[str] = None,
+        json_mode: Optional[bool] = None,
+    ) -> ModelResponse:
+        return litellm.AnthropicConfig().transform_response(
+            model=model,
+            raw_response=raw_response,
+            model_response=model_response,
+            logging_obj=logging_obj,
+            request_data=request_data,
+            messages=messages,
+            optional_params=optional_params,
+            litellm_params=litellm_params,
+            encoding=encoding,
+            api_key=api_key,
+            json_mode=json_mode,
+        )
diff --git a/litellm/llms/bedrock/chat/invoke_transformations/base_invoke_transformation.py b/litellm/llms/bedrock/chat/invoke_transformations/base_invoke_transformation.py
index fbcd7660b2..5eb006f6ca 100644
--- a/litellm/llms/bedrock/chat/invoke_transformations/base_invoke_transformation.py
+++ b/litellm/llms/bedrock/chat/invoke_transformations/base_invoke_transformation.py
@@ -2,22 +2,18 @@ import copy
 import json
 import time
 import urllib.parse
-import uuid
 from functools import partial
 from typing import TYPE_CHECKING, Any, List, Optional, Tuple, Union, cast, get_args
 
 import httpx
 
 import litellm
+from litellm._logging import verbose_logger
 from litellm.litellm_core_utils.core_helpers import map_finish_reason
 from litellm.litellm_core_utils.logging_utils import track_llm_api_timing
 from litellm.litellm_core_utils.prompt_templates.factory import (
     cohere_message_pt,
-    construct_tool_use_system_prompt,
-    contains_tag,
     custom_prompt,
-    extract_between_tags,
-    parse_xml_params,
     prompt_factory,
 )
 from litellm.llms.base_llm.chat.transformation import BaseConfig, BaseLLMException
@@ -91,7 +87,7 @@ class AmazonInvokeConfig(BaseConfig, BaseAWSLLM):
             optional_params=optional_params,
         )
         ### SET RUNTIME ENDPOINT ###
-        aws_bedrock_runtime_endpoint = optional_params.pop(
+        aws_bedrock_runtime_endpoint = optional_params.get(
             "aws_bedrock_runtime_endpoint", None
         )  # https://bedrock-runtime.{region_name}.amazonaws.com
         endpoint_url, proxy_endpoint_url = self.get_runtime_endpoint(
@@ -129,15 +125,15 @@ class AmazonInvokeConfig(BaseConfig, BaseAWSLLM):
 
         ## CREDENTIALS ##
         # pop aws_secret_access_key, aws_access_key_id, aws_session_token, aws_region_name from kwargs, since completion calls fail with them
-        extra_headers = optional_params.pop("extra_headers", None)
-        aws_secret_access_key = optional_params.pop("aws_secret_access_key", None)
-        aws_access_key_id = optional_params.pop("aws_access_key_id", None)
-        aws_session_token = optional_params.pop("aws_session_token", None)
-        aws_role_name = optional_params.pop("aws_role_name", None)
-        aws_session_name = optional_params.pop("aws_session_name", None)
-        aws_profile_name = optional_params.pop("aws_profile_name", None)
-        aws_web_identity_token = optional_params.pop("aws_web_identity_token", None)
-        aws_sts_endpoint = optional_params.pop("aws_sts_endpoint", None)
+        extra_headers = optional_params.get("extra_headers", None)
+        aws_secret_access_key = optional_params.get("aws_secret_access_key", None)
+        aws_access_key_id = optional_params.get("aws_access_key_id", None)
+        aws_session_token = optional_params.get("aws_session_token", None)
+        aws_role_name = optional_params.get("aws_role_name", None)
+        aws_session_name = optional_params.get("aws_session_name", None)
+        aws_profile_name = optional_params.get("aws_profile_name", None)
+        aws_web_identity_token = optional_params.get("aws_web_identity_token", None)
+        aws_sts_endpoint = optional_params.get("aws_sts_endpoint", None)
         aws_region_name = self._get_aws_region_name(optional_params)
 
         credentials: Credentials = self.get_credentials(
@@ -171,7 +167,7 @@ class AmazonInvokeConfig(BaseConfig, BaseAWSLLM):
 
         return dict(request.headers)
 
-    def transform_request(  # noqa: PLR0915
+    def transform_request(
         self,
         model: str,
         messages: List[AllMessageValues],
@@ -194,7 +190,6 @@ class AmazonInvokeConfig(BaseConfig, BaseAWSLLM):
             for k, v in inference_params.items()
             if k not in self.aws_authentication_params
         }
-        json_schemas: dict = {}
         request_data: dict = {}
         if provider == "cohere":
             if model.startswith("cohere.command-r"):
@@ -223,57 +218,21 @@ class AmazonInvokeConfig(BaseConfig, BaseAWSLLM):
                     )
                 request_data = {"prompt": prompt, **inference_params}
         elif provider == "anthropic":
-            if model.startswith("anthropic.claude-3"):
-                # Separate system prompt from rest of message
-                system_prompt_idx: list[int] = []
-                system_messages: list[str] = []
-                for idx, message in enumerate(messages):
-                    if message["role"] == "system" and isinstance(
-                        message["content"], str
-                    ):
-                        system_messages.append(message["content"])
-                        system_prompt_idx.append(idx)
-                if len(system_prompt_idx) > 0:
-                    inference_params["system"] = "\n".join(system_messages)
-                    messages = [
-                        i for j, i in enumerate(messages) if j not in system_prompt_idx
-                    ]
-                # Format rest of message according to anthropic guidelines
-                messages = prompt_factory(
-                    model=model, messages=messages, custom_llm_provider="anthropic_xml"
-                )  # type: ignore
-                ## LOAD CONFIG
-                config = litellm.AmazonAnthropicClaude3Config.get_config()
-                for k, v in config.items():
-                    if (
-                        k not in inference_params
-                    ):  # completion(top_k=3) > anthropic_config(top_k=3) <- allows for dynamic variables to be passed in
-                        inference_params[k] = v
-                ## Handle Tool Calling
-                if "tools" in inference_params:
-                    _is_function_call = True
-                    for tool in inference_params["tools"]:
-                        json_schemas[tool["function"]["name"]] = tool["function"].get(
-                            "parameters", None
-                        )
-                    tool_calling_system_prompt = construct_tool_use_system_prompt(
-                        tools=inference_params["tools"]
-                    )
-                    inference_params["system"] = (
-                        inference_params.get("system", "\n")
-                        + tool_calling_system_prompt
-                    )  # add the anthropic tool calling prompt to the system prompt
-                    inference_params.pop("tools")
-                request_data = {"messages": messages, **inference_params}
-            else:
-                ## LOAD CONFIG
-                config = litellm.AmazonAnthropicConfig.get_config()
-                for k, v in config.items():
-                    if (
-                        k not in inference_params
-                    ):  # completion(top_k=3) > anthropic_config(top_k=3) <- allows for dynamic variables to be passed in
-                        inference_params[k] = v
-                request_data = {"prompt": prompt, **inference_params}
+            return litellm.AmazonAnthropicClaude3Config().transform_request(
+                model=model,
+                messages=messages,
+                optional_params=optional_params,
+                litellm_params=litellm_params,
+                headers=headers,
+            )
+        elif provider == "nova":
+            return litellm.AmazonInvokeNovaConfig().transform_request(
+                model=model,
+                messages=messages,
+                optional_params=optional_params,
+                litellm_params=litellm_params,
+                headers=headers,
+            )
         elif provider == "ai21":
             ## LOAD CONFIG
             config = litellm.AmazonAI21Config.get_config()
@@ -347,6 +306,10 @@ class AmazonInvokeConfig(BaseConfig, BaseAWSLLM):
             raise BedrockError(
                 message=raw_response.text, status_code=raw_response.status_code
             )
+        verbose_logger.debug(
+            "bedrock invoke response % s",
+            json.dumps(completion_response, indent=4, default=str),
+        )
         provider = self.get_bedrock_invoke_provider(model)
         outputText: Optional[str] = None
         try:
@@ -359,66 +322,31 @@ class AmazonInvokeConfig(BaseConfig, BaseAWSLLM):
                         completion_response["generations"][0]["finish_reason"]
                     )
             elif provider == "anthropic":
-                if model.startswith("anthropic.claude-3"):
-                    json_schemas: dict = {}
-                    _is_function_call = False
-                    ## Handle Tool Calling
-                    if "tools" in optional_params:
-                        _is_function_call = True
-                        for tool in optional_params["tools"]:
-                            json_schemas[tool["function"]["name"]] = tool[
-                                "function"
-                            ].get("parameters", None)
-                    outputText = completion_response.get("content")[0].get("text", None)
-                    if outputText is not None and contains_tag(
-                        "invoke", outputText
-                    ):  # OUTPUT PARSE FUNCTION CALL
-                        function_name = extract_between_tags("tool_name", outputText)[0]
-                        function_arguments_str = extract_between_tags(
-                            "invoke", outputText
-                        )[0].strip()
-                        function_arguments_str = (
-                            f"<invoke>{function_arguments_str}</invoke>"
-                        )
-                        function_arguments = parse_xml_params(
-                            function_arguments_str,
-                            json_schema=json_schemas.get(
-                                function_name, None
-                            ),  # check if we have a json schema for this function name)
-                        )
-                        _message = litellm.Message(
-                            tool_calls=[
-                                {
-                                    "id": f"call_{uuid.uuid4()}",
-                                    "type": "function",
-                                    "function": {
-                                        "name": function_name,
-                                        "arguments": json.dumps(function_arguments),
-                                    },
-                                }
-                            ],
-                            content=None,
-                        )
-                        model_response.choices[0].message = _message  # type: ignore
-                        model_response._hidden_params["original_response"] = (
-                            outputText  # allow user to access raw anthropic tool calling response
-                        )
-                    model_response.choices[0].finish_reason = map_finish_reason(
-                        completion_response.get("stop_reason", "")
-                    )
-                    _usage = litellm.Usage(
-                        prompt_tokens=completion_response["usage"]["input_tokens"],
-                        completion_tokens=completion_response["usage"]["output_tokens"],
-                        total_tokens=completion_response["usage"]["input_tokens"]
-                        + completion_response["usage"]["output_tokens"],
-                    )
-                    setattr(model_response, "usage", _usage)
-                else:
-                    outputText = completion_response["completion"]
-
-                    model_response.choices[0].finish_reason = completion_response[
-                        "stop_reason"
-                    ]
+                return litellm.AmazonAnthropicClaude3Config().transform_response(
+                    model=model,
+                    raw_response=raw_response,
+                    model_response=model_response,
+                    logging_obj=logging_obj,
+                    request_data=request_data,
+                    messages=messages,
+                    optional_params=optional_params,
+                    litellm_params=litellm_params,
+                    encoding=encoding,
+                    api_key=api_key,
+                    json_mode=json_mode,
+                )
+            elif provider == "nova":
+                return litellm.AmazonInvokeNovaConfig().transform_response(
+                    model=model,
+                    raw_response=raw_response,
+                    model_response=model_response,
+                    logging_obj=logging_obj,
+                    request_data=request_data,
+                    messages=messages,
+                    optional_params=optional_params,
+                    litellm_params=litellm_params,
+                    encoding=encoding,
+                )
             elif provider == "ai21":
                 outputText = (
                     completion_response.get("completions")[0].get("data").get("text")
@@ -536,6 +464,7 @@ class AmazonInvokeConfig(BaseConfig, BaseAWSLLM):
                 messages=messages,
                 logging_obj=logging_obj,
                 fake_stream=True if "ai21" in api_base else False,
+                bedrock_invoke_provider=self.get_bedrock_invoke_provider(model),
             ),
             model=model,
             custom_llm_provider="bedrock",
@@ -569,6 +498,7 @@ class AmazonInvokeConfig(BaseConfig, BaseAWSLLM):
                 messages=messages,
                 logging_obj=logging_obj,
                 fake_stream=True if "ai21" in api_base else False,
+                bedrock_invoke_provider=self.get_bedrock_invoke_provider(model),
             ),
             model=model,
             custom_llm_provider="bedrock",
@@ -594,10 +524,15 @@ class AmazonInvokeConfig(BaseConfig, BaseAWSLLM):
         """
         Helper function to get the bedrock provider from the model
 
-        handles 2 scenarions:
-        1. model=anthropic.claude-3-5-sonnet-20240620-v1:0 -> Returns `anthropic`
-        2. model=llama/arn:aws:bedrock:us-east-1:086734376398:imported-model/r4c4kewx2s0n -> Returns `llama`
+        handles 3 scenarions:
+        1. model=invoke/anthropic.claude-3-5-sonnet-20240620-v1:0 -> Returns `anthropic`
+        2. model=anthropic.claude-3-5-sonnet-20240620-v1:0 -> Returns `anthropic`
+        3. model=llama/arn:aws:bedrock:us-east-1:086734376398:imported-model/r4c4kewx2s0n -> Returns `llama`
+        4. model=us.amazon.nova-pro-v1:0 -> Returns `nova`
         """
+        if model.startswith("invoke/"):
+            model = model.replace("invoke/", "", 1)
+
         _split_model = model.split(".")[0]
         if _split_model in get_args(litellm.BEDROCK_INVOKE_PROVIDERS_LITERAL):
             return cast(litellm.BEDROCK_INVOKE_PROVIDERS_LITERAL, _split_model)
@@ -606,6 +541,10 @@ class AmazonInvokeConfig(BaseConfig, BaseAWSLLM):
         provider = AmazonInvokeConfig._get_provider_from_model_path(model)
         if provider is not None:
             return provider
+
+        # check if provider == "nova"
+        if "nova" in model:
+            return "nova"
         return None
 
     @staticmethod
@@ -640,16 +579,16 @@ class AmazonInvokeConfig(BaseConfig, BaseAWSLLM):
         else:
             modelId = model
 
+        modelId = modelId.replace("invoke/", "", 1)
         if provider == "llama" and "llama/" in modelId:
             modelId = self._get_model_id_for_llama_like_model(modelId)
-
         return modelId
 
     def _get_aws_region_name(self, optional_params: dict) -> str:
         """
         Get the AWS region name from the environment variables
         """
-        aws_region_name = optional_params.pop("aws_region_name", None)
+        aws_region_name = optional_params.get("aws_region_name", None)
         ### SET REGION NAME ###
         if aws_region_name is None:
             # check env #
diff --git a/litellm/llms/bedrock/common_utils.py b/litellm/llms/bedrock/common_utils.py
index deed2124c4..8a534f6eac 100644
--- a/litellm/llms/bedrock/common_utils.py
+++ b/litellm/llms/bedrock/common_utils.py
@@ -3,11 +3,12 @@ Common utilities used across bedrock chat/embedding/image generation
 """
 
 import os
-from typing import List, Optional, Union
+from typing import List, Literal, Optional, Union
 
 import httpx
 
 import litellm
+from litellm.llms.base_llm.base_utils import BaseLLMModelInfo
 from litellm.llms.base_llm.chat.transformation import BaseLLMException
 from litellm.secret_managers.main import get_secret
 
@@ -310,3 +311,68 @@ def get_bedrock_tool_name(response_tool_name: str) -> str:
             response_tool_name
         ]
     return response_tool_name
+
+
+class BedrockModelInfo(BaseLLMModelInfo):
+
+    global_config = AmazonBedrockGlobalConfig()
+    all_global_regions = global_config.get_all_regions()
+
+    @staticmethod
+    def get_base_model(model: str) -> str:
+        """
+        Get the base model from the given model name.
+
+        Handle model names like - "us.meta.llama3-2-11b-instruct-v1:0" -> "meta.llama3-2-11b-instruct-v1"
+        AND "meta.llama3-2-11b-instruct-v1:0" -> "meta.llama3-2-11b-instruct-v1"
+        """
+        if model.startswith("bedrock/"):
+            model = model.split("/", 1)[1]
+
+        if model.startswith("converse/"):
+            model = model.split("/", 1)[1]
+
+        if model.startswith("invoke/"):
+            model = model.split("/", 1)[1]
+
+        potential_region = model.split(".", 1)[0]
+
+        alt_potential_region = model.split("/", 1)[
+            0
+        ]  # in model cost map we store regional information like `/us-west-2/bedrock-model`
+
+        if (
+            potential_region
+            in BedrockModelInfo._supported_cross_region_inference_region()
+        ):
+            return model.split(".", 1)[1]
+        elif (
+            alt_potential_region in BedrockModelInfo.all_global_regions
+            and len(model.split("/", 1)) > 1
+        ):
+            return model.split("/", 1)[1]
+
+        return model
+
+    @staticmethod
+    def _supported_cross_region_inference_region() -> List[str]:
+        """
+        Abbreviations of regions AWS Bedrock supports for cross region inference
+        """
+        return ["us", "eu", "apac"]
+
+    @staticmethod
+    def get_bedrock_route(model: str) -> Literal["converse", "invoke", "converse_like"]:
+        """
+        Get the bedrock route for the given model.
+        """
+        base_model = BedrockModelInfo.get_base_model(model)
+        if "invoke/" in model:
+            return "invoke"
+        elif "converse_like" in model:
+            return "converse_like"
+        elif "converse/" in model:
+            return "converse"
+        elif base_model in litellm.bedrock_converse_models:
+            return "converse"
+        return "invoke"
diff --git a/litellm/llms/bedrock/embed/amazon_titan_g1_transformation.py b/litellm/llms/bedrock/embed/amazon_titan_g1_transformation.py
index 63219868f4..2747551af8 100644
--- a/litellm/llms/bedrock/embed/amazon_titan_g1_transformation.py
+++ b/litellm/llms/bedrock/embed/amazon_titan_g1_transformation.py
@@ -27,7 +27,7 @@ class AmazonTitanG1Config:
     def __init__(
         self,
     ) -> None:
-        locals_ = locals()
+        locals_ = locals().copy()
         for key, value in locals_.items():
             if key != "self" and value is not None:
                 setattr(self.__class__, key, value)
diff --git a/litellm/llms/bedrock/embed/amazon_titan_v2_transformation.py b/litellm/llms/bedrock/embed/amazon_titan_v2_transformation.py
index 8244a9a334..a68bc6962c 100644
--- a/litellm/llms/bedrock/embed/amazon_titan_v2_transformation.py
+++ b/litellm/llms/bedrock/embed/amazon_titan_v2_transformation.py
@@ -33,7 +33,7 @@ class AmazonTitanV2Config:
     def __init__(
         self, normalize: Optional[bool] = None, dimensions: Optional[int] = None
     ) -> None:
-        locals_ = locals()
+        locals_ = locals().copy()
         for key, value in locals_.items():
             if key != "self" and value is not None:
                 setattr(self.__class__, key, value)
diff --git a/litellm/llms/bedrock/image/amazon_stability1_transformation.py b/litellm/llms/bedrock/image/amazon_stability1_transformation.py
index 880881e971..698ecca94b 100644
--- a/litellm/llms/bedrock/image/amazon_stability1_transformation.py
+++ b/litellm/llms/bedrock/image/amazon_stability1_transformation.py
@@ -49,7 +49,7 @@ class AmazonStabilityConfig:
         width: Optional[int] = None,
         height: Optional[int] = None,
     ) -> None:
-        locals_ = locals()
+        locals_ = locals().copy()
         for key, value in locals_.items():
             if key != "self" and value is not None:
                 setattr(self.__class__, key, value)
diff --git a/litellm/llms/clarifai/chat/transformation.py b/litellm/llms/clarifai/chat/transformation.py
index 299dd8637c..916da73883 100644
--- a/litellm/llms/clarifai/chat/transformation.py
+++ b/litellm/llms/clarifai/chat/transformation.py
@@ -45,7 +45,7 @@ class ClarifaiConfig(BaseConfig):
         temperature: Optional[int] = None,
         top_k: Optional[int] = None,
     ) -> None:
-        locals_ = locals()
+        locals_ = locals().copy()
         for key, value in locals_.items():
             if key != "self" and value is not None:
                 setattr(self.__class__, key, value)
diff --git a/litellm/llms/cloudflare/chat/transformation.py b/litellm/llms/cloudflare/chat/transformation.py
index ba1e0697ed..1ef6da5a4b 100644
--- a/litellm/llms/cloudflare/chat/transformation.py
+++ b/litellm/llms/cloudflare/chat/transformation.py
@@ -44,7 +44,7 @@ class CloudflareChatConfig(BaseConfig):
         max_tokens: Optional[int] = None,
         stream: Optional[bool] = None,
     ) -> None:
-        locals_ = locals()
+        locals_ = locals().copy()
         for key, value in locals_.items():
             if key != "self" and value is not None:
                 setattr(self.__class__, key, value)
diff --git a/litellm/llms/cohere/chat/transformation.py b/litellm/llms/cohere/chat/transformation.py
index 1d68735224..3ceec2dbba 100644
--- a/litellm/llms/cohere/chat/transformation.py
+++ b/litellm/llms/cohere/chat/transformation.py
@@ -104,7 +104,7 @@ class CohereChatConfig(BaseConfig):
         tool_results: Optional[list] = None,
         seed: Optional[int] = None,
     ) -> None:
-        locals_ = locals()
+        locals_ = locals().copy()
         for key, value in locals_.items():
             if key != "self" and value is not None:
                 setattr(self.__class__, key, value)
diff --git a/litellm/llms/cohere/completion/transformation.py b/litellm/llms/cohere/completion/transformation.py
index 7c01523571..bdfcda020e 100644
--- a/litellm/llms/cohere/completion/transformation.py
+++ b/litellm/llms/cohere/completion/transformation.py
@@ -86,7 +86,7 @@ class CohereTextConfig(BaseConfig):
         return_likelihoods: Optional[str] = None,
         logit_bias: Optional[dict] = None,
     ) -> None:
-        locals_ = locals()
+        locals_ = locals().copy()
         for key, value in locals_.items():
             if key != "self" and value is not None:
                 setattr(self.__class__, key, value)
diff --git a/litellm/llms/custom_httpx/http_handler.py b/litellm/llms/custom_httpx/http_handler.py
index 517cad25b0..736b85dc53 100644
--- a/litellm/llms/custom_httpx/http_handler.py
+++ b/litellm/llms/custom_httpx/http_handler.py
@@ -1,5 +1,6 @@
 import asyncio
 import os
+import time
 from typing import TYPE_CHECKING, Any, Callable, List, Mapping, Optional, Union
 
 import httpx
@@ -179,6 +180,7 @@ class AsyncHTTPHandler:
         stream: bool = False,
         logging_obj: Optional[LiteLLMLoggingObject] = None,
     ):
+        start_time = time.time()
         try:
             if timeout is None:
                 timeout = self.timeout
@@ -207,6 +209,8 @@ class AsyncHTTPHandler:
             finally:
                 await new_client.aclose()
         except httpx.TimeoutException as e:
+            end_time = time.time()
+            time_delta = round(end_time - start_time, 3)
             headers = {}
             error_response = getattr(e, "response", None)
             if error_response is not None:
@@ -214,7 +218,7 @@ class AsyncHTTPHandler:
                     headers["response_headers-{}".format(key)] = value
 
             raise litellm.Timeout(
-                message=f"Connection timed out after {timeout} seconds.",
+                message=f"Connection timed out. Timeout passed={timeout}, time taken={time_delta} seconds",
                 model="default-model-name",
                 llm_provider="litellm-httpx-handler",
                 headers=headers,
diff --git a/litellm/llms/databricks/chat/transformation.py b/litellm/llms/databricks/chat/transformation.py
index 7e5c1f6c23..94e0203459 100644
--- a/litellm/llms/databricks/chat/transformation.py
+++ b/litellm/llms/databricks/chat/transformation.py
@@ -37,7 +37,7 @@ class DatabricksConfig(OpenAILikeChatConfig):
         stop: Optional[Union[List[str], str]] = None,
         n: Optional[int] = None,
     ) -> None:
-        locals_ = locals()
+        locals_ = locals().copy()
         for key, value in locals_.items():
             if key != "self" and value is not None:
                 setattr(self.__class__, key, value)
diff --git a/litellm/llms/databricks/embed/transformation.py b/litellm/llms/databricks/embed/transformation.py
index 8c7e119714..53e3b30dd2 100644
--- a/litellm/llms/databricks/embed/transformation.py
+++ b/litellm/llms/databricks/embed/transformation.py
@@ -16,7 +16,7 @@ class DatabricksEmbeddingConfig:
     )
 
     def __init__(self, instruction: Optional[str] = None) -> None:
-        locals_ = locals()
+        locals_ = locals().copy()
         for key, value in locals_.items():
             if key != "self" and value is not None:
                 setattr(self.__class__, key, value)
diff --git a/litellm/llms/deprecated_providers/aleph_alpha.py b/litellm/llms/deprecated_providers/aleph_alpha.py
index a4c5d155f4..81ad134641 100644
--- a/litellm/llms/deprecated_providers/aleph_alpha.py
+++ b/litellm/llms/deprecated_providers/aleph_alpha.py
@@ -145,7 +145,7 @@ class AlephAlphaConfig:
         contextual_control_threshold: Optional[int] = None,
         control_log_additive: Optional[bool] = None,
     ) -> None:
-        locals_ = locals()
+        locals_ = locals().copy()
         for key, value in locals_.items():
             if key != "self" and value is not None:
                 setattr(self.__class__, key, value)
diff --git a/litellm/llms/deprecated_providers/palm.py b/litellm/llms/deprecated_providers/palm.py
index 4afc952a51..3039222c0e 100644
--- a/litellm/llms/deprecated_providers/palm.py
+++ b/litellm/llms/deprecated_providers/palm.py
@@ -63,7 +63,7 @@ class PalmConfig:
         top_p: Optional[float] = None,
         max_output_tokens: Optional[int] = None,
     ) -> None:
-        locals_ = locals()
+        locals_ = locals().copy()
         for key, value in locals_.items():
             if key != "self" and value is not None:
                 setattr(self.__class__, key, value)
diff --git a/litellm/llms/gemini/chat/transformation.py b/litellm/llms/gemini/chat/transformation.py
index 313bb99af7..6aa4cf5b52 100644
--- a/litellm/llms/gemini/chat/transformation.py
+++ b/litellm/llms/gemini/chat/transformation.py
@@ -57,7 +57,7 @@ class GoogleAIStudioGeminiConfig(VertexGeminiConfig):
         candidate_count: Optional[int] = None,
         stop_sequences: Optional[list] = None,
     ) -> None:
-        locals_ = locals()
+        locals_ = locals().copy()
         for key, value in locals_.items():
             if key != "self" and value is not None:
                 setattr(self.__class__, key, value)
diff --git a/litellm/llms/huggingface/chat/transformation.py b/litellm/llms/huggingface/chat/transformation.py
index 2f9824b677..858fda473e 100644
--- a/litellm/llms/huggingface/chat/transformation.py
+++ b/litellm/llms/huggingface/chat/transformation.py
@@ -77,7 +77,7 @@ class HuggingfaceChatConfig(BaseConfig):
         typical_p: Optional[float] = None,
         watermark: Optional[bool] = None,
     ) -> None:
-        locals_ = locals()
+        locals_ = locals().copy()
         for key, value in locals_.items():
             if key != "self" and value is not None:
                 setattr(self.__class__, key, value)
diff --git a/litellm/llms/infinity/rerank/transformation.py b/litellm/llms/infinity/rerank/transformation.py
index 2d34e5299a..f8bc02fe01 100644
--- a/litellm/llms/infinity/rerank/transformation.py
+++ b/litellm/llms/infinity/rerank/transformation.py
@@ -20,6 +20,15 @@ from .common_utils import InfinityError
 
 
 class InfinityRerankConfig(CohereRerankConfig):
+    def get_complete_url(self, api_base: Optional[str], model: str) -> str:
+        if api_base is None:
+            raise ValueError("api_base is required for Infinity rerank")
+        # Remove trailing slashes and ensure clean base URL
+        api_base = api_base.rstrip("/")
+        if not api_base.endswith("/rerank"):
+            api_base = f"{api_base}/rerank"
+        return api_base
+
     def validate_environment(
         self,
         headers: dict,
diff --git a/litellm/llms/jina_ai/embedding/transformation.py b/litellm/llms/jina_ai/embedding/transformation.py
index a8fca20100..5263be900f 100644
--- a/litellm/llms/jina_ai/embedding/transformation.py
+++ b/litellm/llms/jina_ai/embedding/transformation.py
@@ -21,7 +21,7 @@ class JinaAIEmbeddingConfig:
     def __init__(
         self,
     ) -> None:
-        locals_ = locals()
+        locals_ = locals().copy()
         for key, value in locals_.items():
             if key != "self" and value is not None:
                 setattr(self.__class__, key, value)
diff --git a/litellm/llms/lm_studio/embed/transformation.py b/litellm/llms/lm_studio/embed/transformation.py
index 5ef121ea7a..1285550c30 100644
--- a/litellm/llms/lm_studio/embed/transformation.py
+++ b/litellm/llms/lm_studio/embed/transformation.py
@@ -18,7 +18,7 @@ class LmStudioEmbeddingConfig:
     def __init__(
         self,
     ) -> None:
-        locals_ = locals()
+        locals_ = locals().copy()
         for key, value in locals_.items():
             if key != "self" and value is not None:
                 setattr(self.__class__, key, value)
diff --git a/litellm/llms/maritalk.py b/litellm/llms/maritalk.py
index 62fa0113eb..5f2b8d71bc 100644
--- a/litellm/llms/maritalk.py
+++ b/litellm/llms/maritalk.py
@@ -33,7 +33,7 @@ class MaritalkConfig(OpenAIGPTConfig):
         tools: Optional[List[dict]] = None,
         tool_choice: Optional[Union[str, dict]] = None,
     ) -> None:
-        locals_ = locals()
+        locals_ = locals().copy()
         for key, value in locals_.items():
             if key != "self" and value is not None:
                 setattr(self.__class__, key, value)
diff --git a/litellm/llms/nlp_cloud/chat/transformation.py b/litellm/llms/nlp_cloud/chat/transformation.py
index 35ced50242..b7967249ab 100644
--- a/litellm/llms/nlp_cloud/chat/transformation.py
+++ b/litellm/llms/nlp_cloud/chat/transformation.py
@@ -78,7 +78,7 @@ class NLPCloudConfig(BaseConfig):
         num_beams: Optional[int] = None,
         num_return_sequences: Optional[int] = None,
     ) -> None:
-        locals_ = locals()
+        locals_ = locals().copy()
         for key, value in locals_.items():
             if key != "self" and value is not None:
                 setattr(self.__class__, key, value)
diff --git a/litellm/llms/nvidia_nim/embed.py b/litellm/llms/nvidia_nim/embed.py
index bf5d4d4ae6..24c6cc34e4 100644
--- a/litellm/llms/nvidia_nim/embed.py
+++ b/litellm/llms/nvidia_nim/embed.py
@@ -32,7 +32,7 @@ class NvidiaNimEmbeddingConfig:
         input_type: Optional[str] = None,
         truncate: Optional[str] = None,
     ) -> None:
-        locals_ = locals()
+        locals_ = locals().copy()
         for key, value in locals_.items():
             if key != "self" and value is not None:
                 setattr(self.__class__, key, value)
@@ -58,7 +58,7 @@ class NvidiaNimEmbeddingConfig:
     def get_supported_openai_params(
         self,
     ):
-        return ["encoding_format", "user"]
+        return ["encoding_format", "user", "dimensions"]
 
     def map_openai_params(
         self,
@@ -73,6 +73,8 @@ class NvidiaNimEmbeddingConfig:
                 optional_params["extra_body"].update({"input_type": v})
             elif k == "truncate":
                 optional_params["extra_body"].update({"truncate": v})
+            else:
+                optional_params[k] = v
 
         if kwargs is not None:
             # pass kwargs in extra_body
diff --git a/litellm/llms/ollama/completion/transformation.py b/litellm/llms/ollama/completion/transformation.py
index fcd198b01a..da981b6afb 100644
--- a/litellm/llms/ollama/completion/transformation.py
+++ b/litellm/llms/ollama/completion/transformation.py
@@ -117,7 +117,7 @@ class OllamaConfig(BaseConfig):
         system: Optional[str] = None,
         template: Optional[str] = None,
     ) -> None:
-        locals_ = locals()
+        locals_ = locals().copy()
         for key, value in locals_.items():
             if key != "self" and value is not None:
                 setattr(self.__class__, key, value)
diff --git a/litellm/llms/ollama_chat.py b/litellm/llms/ollama_chat.py
index 38fe549ca6..1047012c2e 100644
--- a/litellm/llms/ollama_chat.py
+++ b/litellm/llms/ollama_chat.py
@@ -105,7 +105,7 @@ class OllamaChatConfig(OpenAIGPTConfig):
         system: Optional[str] = None,
         template: Optional[str] = None,
     ) -> None:
-        locals_ = locals()
+        locals_ = locals().copy()
         for key, value in locals_.items():
             if key != "self" and value is not None:
                 setattr(self.__class__, key, value)
diff --git a/litellm/llms/openai/chat/gpt_transformation.py b/litellm/llms/openai/chat/gpt_transformation.py
index 98c3254da4..84a57bbaa6 100644
--- a/litellm/llms/openai/chat/gpt_transformation.py
+++ b/litellm/llms/openai/chat/gpt_transformation.py
@@ -344,6 +344,10 @@ class OpenAIGPTConfig(BaseLLMModelInfo, BaseConfig):
             or "https://api.openai.com/v1"
         )
 
+    @staticmethod
+    def get_base_model(model: str) -> str:
+        return model
+
     def get_model_response_iterator(
         self,
         streaming_response: Union[Iterator[str], AsyncIterator[str], ModelResponse],
diff --git a/litellm/llms/openai/chat/o_series_transformation.py b/litellm/llms/openai/chat/o_series_transformation.py
index d643b07680..3cc05b3c95 100644
--- a/litellm/llms/openai/chat/o_series_transformation.py
+++ b/litellm/llms/openai/chat/o_series_transformation.py
@@ -54,7 +54,7 @@ class OpenAIOSeriesConfig(OpenAIGPTConfig):
 
         if model is None:
             return True
-        supported_stream_models = ["o1-mini", "o1-preview"]
+        supported_stream_models = ["o1-mini", "o1-preview", "o3-mini"]
         for supported_model in supported_stream_models:
             if supported_model in model:
                 return False
diff --git a/litellm/llms/openai/openai.py b/litellm/llms/openai/openai.py
index 82b9c9ba38..5465a24945 100644
--- a/litellm/llms/openai/openai.py
+++ b/litellm/llms/openai/openai.py
@@ -27,6 +27,7 @@ from typing_extensions import overload
 import litellm
 from litellm import LlmProviders
 from litellm._logging import verbose_logger
+from litellm.constants import DEFAULT_MAX_RETRIES
 from litellm.litellm_core_utils.litellm_logging import Logging as LiteLLMLoggingObj
 from litellm.litellm_core_utils.logging_utils import track_llm_api_timing
 from litellm.llms.base_llm.base_model_iterator import BaseModelResponseIterator
@@ -320,6 +321,17 @@ class OpenAIChatCompletion(BaseLLM):
     def __init__(self) -> None:
         super().__init__()
 
+    def _set_dynamic_params_on_client(
+        self,
+        client: Union[OpenAI, AsyncOpenAI],
+        organization: Optional[str] = None,
+        max_retries: Optional[int] = None,
+    ):
+        if organization is not None:
+            client.organization = organization
+        if max_retries is not None:
+            client.max_retries = max_retries
+
     def _get_openai_client(
         self,
         is_async: bool,
@@ -327,11 +339,10 @@ class OpenAIChatCompletion(BaseLLM):
         api_base: Optional[str] = None,
         api_version: Optional[str] = None,
         timeout: Union[float, httpx.Timeout] = httpx.Timeout(None),
-        max_retries: Optional[int] = 2,
+        max_retries: Optional[int] = DEFAULT_MAX_RETRIES,
         organization: Optional[str] = None,
         client: Optional[Union[OpenAI, AsyncOpenAI]] = None,
     ):
-        args = locals()
         if client is None:
             if not isinstance(max_retries, int):
                 raise OpenAIError(
@@ -364,7 +375,6 @@ class OpenAIChatCompletion(BaseLLM):
                     organization=organization,
                 )
             else:
-
                 _new_client = OpenAI(
                     api_key=api_key,
                     base_url=api_base,
@@ -383,6 +393,11 @@ class OpenAIChatCompletion(BaseLLM):
             return _new_client
 
         else:
+            self._set_dynamic_params_on_client(
+                client=client,
+                organization=organization,
+                max_retries=max_retries,
+            )
             return client
 
     @track_llm_api_timing()
diff --git a/litellm/llms/petals/completion/transformation.py b/litellm/llms/petals/completion/transformation.py
index dec3f69416..08ec15de33 100644
--- a/litellm/llms/petals/completion/transformation.py
+++ b/litellm/llms/petals/completion/transformation.py
@@ -58,7 +58,7 @@ class PetalsConfig(BaseConfig):
         top_p: Optional[float] = None,
         repetition_penalty: Optional[float] = None,
     ) -> None:
-        locals_ = locals()
+        locals_ = locals().copy()
         for key, value in locals_.items():
             if key != "self" and value is not None:
                 setattr(self.__class__, key, value)
diff --git a/litellm/llms/predibase/chat/transformation.py b/litellm/llms/predibase/chat/transformation.py
index b9ca0ff693..f574238696 100644
--- a/litellm/llms/predibase/chat/transformation.py
+++ b/litellm/llms/predibase/chat/transformation.py
@@ -59,7 +59,7 @@ class PredibaseConfig(BaseConfig):
         typical_p: Optional[float] = None,
         watermark: Optional[bool] = None,
     ) -> None:
-        locals_ = locals()
+        locals_ = locals().copy()
         for key, value in locals_.items():
             if key != "self" and value is not None:
                 setattr(self.__class__, key, value)
diff --git a/litellm/llms/replicate/chat/transformation.py b/litellm/llms/replicate/chat/transformation.py
index 310193ea66..e9934dada8 100644
--- a/litellm/llms/replicate/chat/transformation.py
+++ b/litellm/llms/replicate/chat/transformation.py
@@ -73,7 +73,7 @@ class ReplicateConfig(BaseConfig):
         seed: Optional[int] = None,
         debug: Optional[bool] = None,
     ) -> None:
-        locals_ = locals()
+        locals_ = locals().copy()
         for key, value in locals_.items():
             if key != "self" and value is not None:
                 setattr(self.__class__, key, value)
diff --git a/litellm/llms/sagemaker/completion/transformation.py b/litellm/llms/sagemaker/completion/transformation.py
index 4ee4d2ce6a..d0ab5d0697 100644
--- a/litellm/llms/sagemaker/completion/transformation.py
+++ b/litellm/llms/sagemaker/completion/transformation.py
@@ -47,7 +47,7 @@ class SagemakerConfig(BaseConfig):
         temperature: Optional[float] = None,
         return_full_text: Optional[bool] = None,
     ) -> None:
-        locals_ = locals()
+        locals_ = locals().copy()
         for key, value in locals_.items():
             if key != "self" and value is not None:
                 setattr(self.__class__, key, value)
diff --git a/litellm/llms/topaz/common_utils.py b/litellm/llms/topaz/common_utils.py
index fc3c69a750..4ef2315db4 100644
--- a/litellm/llms/topaz/common_utils.py
+++ b/litellm/llms/topaz/common_utils.py
@@ -29,3 +29,7 @@ class TopazModelInfo(BaseLLMModelInfo):
         return (
             api_base or get_secret_str("TOPAZ_API_BASE") or "https://api.topazlabs.com"
         )
+
+    @staticmethod
+    def get_base_model(model: str) -> str:
+        return model
diff --git a/litellm/llms/vertex_ai/gemini/vertex_and_google_ai_studio_gemini.py b/litellm/llms/vertex_ai/gemini/vertex_and_google_ai_studio_gemini.py
index 294c815016..dff63ce148 100644
--- a/litellm/llms/vertex_ai/gemini/vertex_and_google_ai_studio_gemini.py
+++ b/litellm/llms/vertex_ai/gemini/vertex_and_google_ai_studio_gemini.py
@@ -179,7 +179,7 @@ class VertexGeminiConfig(VertexAIBaseConfig, BaseConfig):
         presence_penalty: Optional[float] = None,
         seed: Optional[int] = None,
     ) -> None:
-        locals_ = locals()
+        locals_ = locals().copy()
         for key, value in locals_.items():
             if key != "self" and value is not None:
                 setattr(self.__class__, key, value)
diff --git a/litellm/llms/vertex_ai/vertex_ai_partner_models/ai21/transformation.py b/litellm/llms/vertex_ai/vertex_ai_partner_models/ai21/transformation.py
index 7ddd1cf89f..d87b2e0311 100644
--- a/litellm/llms/vertex_ai/vertex_ai_partner_models/ai21/transformation.py
+++ b/litellm/llms/vertex_ai/vertex_ai_partner_models/ai21/transformation.py
@@ -17,7 +17,7 @@ class VertexAIAi21Config:
         self,
         max_tokens: Optional[int] = None,
     ) -> None:
-        locals_ = locals()
+        locals_ = locals().copy()
         for key, value in locals_.items():
             if key != "self" and value is not None:
                 setattr(self.__class__, key, value)
diff --git a/litellm/llms/vertex_ai/vertex_ai_partner_models/llama3/transformation.py b/litellm/llms/vertex_ai/vertex_ai_partner_models/llama3/transformation.py
index 331d378c84..0278d19806 100644
--- a/litellm/llms/vertex_ai/vertex_ai_partner_models/llama3/transformation.py
+++ b/litellm/llms/vertex_ai/vertex_ai_partner_models/llama3/transformation.py
@@ -21,7 +21,7 @@ class VertexAILlama3Config:
         self,
         max_tokens: Optional[int] = None,
     ) -> None:
-        locals_ = locals()
+        locals_ = locals().copy()
         for key, value in locals_.items():
             if key == "max_tokens" and value is None:
                 value = self.max_tokens
diff --git a/litellm/llms/vertex_ai/vertex_embeddings/transformation.py b/litellm/llms/vertex_ai/vertex_embeddings/transformation.py
index 41eb65be69..0e9c073f8d 100644
--- a/litellm/llms/vertex_ai/vertex_embeddings/transformation.py
+++ b/litellm/llms/vertex_ai/vertex_embeddings/transformation.py
@@ -48,7 +48,7 @@ class VertexAITextEmbeddingConfig(BaseModel):
         ] = None,
         title: Optional[str] = None,
     ) -> None:
-        locals_ = locals()
+        locals_ = locals().copy()
         for key, value in locals_.items():
             if key != "self" and value is not None:
                 setattr(self.__class__, key, value)
diff --git a/litellm/llms/watsonx/completion/transformation.py b/litellm/llms/watsonx/completion/transformation.py
index 7e6a8a525d..ebebbde021 100644
--- a/litellm/llms/watsonx/completion/transformation.py
+++ b/litellm/llms/watsonx/completion/transformation.py
@@ -108,7 +108,7 @@ class IBMWatsonXAIConfig(IBMWatsonXMixin, BaseConfig):
         stream: Optional[bool] = None,
         **kwargs,
     ) -> None:
-        locals_ = locals()
+        locals_ = locals().copy()
         for key, value in locals_.items():
             if key != "self" and value is not None:
                 setattr(self.__class__, key, value)
diff --git a/litellm/main.py b/litellm/main.py
index 403691464f..8326140fab 100644
--- a/litellm/main.py
+++ b/litellm/main.py
@@ -68,6 +68,7 @@ from litellm.litellm_core_utils.prompt_templates.common_utils import (
     get_content_from_model_response,
 )
 from litellm.llms.base_llm.chat.transformation import BaseConfig
+from litellm.llms.bedrock.common_utils import BedrockModelInfo
 from litellm.llms.custom_httpx.http_handler import AsyncHTTPHandler, HTTPHandler
 from litellm.realtime_api.main import _realtime_health_check
 from litellm.secret_managers.main import get_secret_str
@@ -1222,6 +1223,8 @@ def completion(  # type: ignore # noqa: PLR0915
 
             if extra_headers is not None:
                 optional_params["extra_headers"] = extra_headers
+            if max_retries is not None:
+                optional_params["max_retries"] = max_retries
 
             if litellm.AzureOpenAIO1Config().is_o_series_model(model=model):
 
@@ -2626,11 +2629,8 @@ def completion(  # type: ignore # noqa: PLR0915
                         aws_bedrock_client.meta.region_name
                     )
 
-            base_model = litellm.AmazonConverseConfig()._get_base_model(model)
-
-            if base_model in litellm.bedrock_converse_models or model.startswith(
-                "converse/"
-            ):
+            bedrock_route = BedrockModelInfo.get_bedrock_route(model)
+            if bedrock_route == "converse":
                 model = model.replace("converse/", "")
                 response = bedrock_converse_chat_completion.completion(
                     model=model,
@@ -2649,7 +2649,7 @@ def completion(  # type: ignore # noqa: PLR0915
                     client=client,
                     api_base=api_base,
                 )
-            elif "converse_like" in model:
+            elif bedrock_route == "converse_like":
                 model = model.replace("converse_like/", "")
                 response = base_llm_http_handler.completion(
                     model=model,
@@ -3947,6 +3947,7 @@ async def atext_completion(
                 ),
                 model=model,
                 custom_llm_provider=custom_llm_provider,
+                stream_options=kwargs.get('stream_options'),
             )
         else:
             ## OpenAI / Azure Text Completion Returns here
diff --git a/litellm/model_prices_and_context_window_backup.json b/litellm/model_prices_and_context_window_backup.json
index 71650cd42a..612e5ad1a1 100644
--- a/litellm/model_prices_and_context_window_backup.json
+++ b/litellm/model_prices_and_context_window_backup.json
@@ -1069,6 +1069,21 @@
         "supports_prompt_caching": true,
         "supports_tool_choice": true
     },
+    "azure/o1-2024-12-17": {
+        "max_tokens": 100000,
+        "max_input_tokens": 200000,
+        "max_output_tokens": 100000,
+        "input_cost_per_token": 0.000015,
+        "output_cost_per_token": 0.000060,
+        "cache_read_input_token_cost": 0.0000075,
+        "litellm_provider": "azure",
+        "mode": "chat",
+        "supports_function_calling": true,
+        "supports_parallel_function_calling": true,
+        "supports_vision": true,
+        "supports_prompt_caching": true,
+        "supports_tool_choice": true
+    },
     "azure/o1-preview": {
         "max_tokens": 32768,
         "max_input_tokens": 128000,
@@ -1397,6 +1412,19 @@
         "deprecation_date": "2025-03-31",
         "supports_tool_choice": true
     },
+    "azure/gpt-3.5-turbo-0125": {
+        "max_tokens": 4096,
+        "max_input_tokens": 16384,
+        "max_output_tokens": 4096,
+        "input_cost_per_token": 0.0000005,
+        "output_cost_per_token": 0.0000015,
+        "litellm_provider": "azure",
+        "mode": "chat",
+        "supports_function_calling": true,
+        "supports_parallel_function_calling": true,
+        "deprecation_date": "2025-03-31",
+        "supports_tool_choice": true
+    },
     "azure/gpt-35-turbo-16k": {
         "max_tokens": 4096,
         "max_input_tokens": 16385,
@@ -1418,6 +1446,17 @@
         "supports_function_calling": true,
         "supports_tool_choice": true
     },
+    "azure/gpt-3.5-turbo": {
+        "max_tokens": 4096,
+        "max_input_tokens": 4097,
+        "max_output_tokens": 4096,
+        "input_cost_per_token": 0.0000005,
+        "output_cost_per_token": 0.0000015,
+        "litellm_provider": "azure",
+        "mode": "chat",
+        "supports_function_calling": true,
+        "supports_tool_choice": true
+    },
     "azure/gpt-3.5-turbo-instruct-0914": {
         "max_tokens": 4097,
         "max_input_tokens": 4097,
@@ -2174,11 +2213,11 @@
         "max_tokens": 8192,
         "max_input_tokens": 65536,
         "max_output_tokens": 8192,
-        "input_cost_per_token": 0.00000014,
-        "input_cost_per_token_cache_hit": 0.000000014,
-        "cache_read_input_token_cost": 0.000000014,
+        "input_cost_per_token": 0.00000027,
+        "input_cost_per_token_cache_hit": 0.00000007,
+        "cache_read_input_token_cost": 0.00000007,
         "cache_creation_input_token_cost": 0.0,
-        "output_cost_per_token": 0.00000028,
+        "output_cost_per_token": 0.0000011,
         "litellm_provider": "deepseek",
         "mode": "chat",
         "supports_function_calling": true, 
@@ -3650,9 +3689,34 @@
         "supports_vision": true,
         "supports_response_schema": true,
         "supports_audio_output": true,
-        "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#gemini-2.0-flash",
+        "source": "https://cloud.google.com/vertex-ai/generative-ai/pricing",
         "supports_tool_choice": true
     },
+    "gemini/gemini-2.0-flash": {
+        "max_tokens": 8192,
+        "max_input_tokens": 1048576,
+        "max_output_tokens": 8192,
+        "max_images_per_prompt": 3000,
+        "max_videos_per_prompt": 10,
+        "max_video_length": 1,
+        "max_audio_length_hours": 8.4,
+        "max_audio_per_prompt": 1,
+        "max_pdf_size_mb": 30,
+        "input_cost_per_audio_token": 0.0000007,
+        "input_cost_per_token": 0.0000001,
+        "output_cost_per_token": 0.0000004,
+        "litellm_provider": "gemini",
+        "mode": "chat",
+        "rpm": 10000,
+        "tpm": 10000000,
+        "supports_system_messages": true,
+        "supports_function_calling": true,
+        "supports_vision": true,
+        "supports_response_schema": true,
+        "supports_audio_output": true,
+        "supports_tool_choice": true,
+        "source": "https://ai.google.dev/pricing#2_0flash"
+    },
     "gemini-2.0-flash-001": {
         "max_tokens": 8192,
         "max_input_tokens": 1048576,
@@ -3663,9 +3727,9 @@
         "max_audio_length_hours": 8.4,
         "max_audio_per_prompt": 1,
         "max_pdf_size_mb": 30,
-        "input_cost_per_audio_token": 0.001,
-        "input_cost_per_token": 0.00015,
-        "output_cost_per_token": 0.0006,
+        "input_cost_per_audio_token": 0.000001,
+        "input_cost_per_token": 0.00000015,
+        "output_cost_per_token": 0.0000006,
         "litellm_provider": "vertex_ai-language-models",
         "mode": "chat",
         "supports_system_messages": true,
@@ -3674,7 +3738,7 @@
         "supports_response_schema": true,
         "supports_audio_output": true,
         "supports_tool_choice": true,
-        "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#gemini-2.0-flash"
+        "source": "https://cloud.google.com/vertex-ai/generative-ai/pricing"
     },
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deleted file mode 100644
index 36304defac..0000000000
--- a/litellm/proxy/_experimental/out/_next/static/chunks/250-57462126852c026f.js
+++ /dev/null
@@ -1 +0,0 @@
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\ No newline at end of file
diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/250-9fe99e6518e0255a.js b/litellm/proxy/_experimental/out/_next/static/chunks/250-9fe99e6518e0255a.js
new file mode 100644
index 0000000000..51a530d17e
--- /dev/null
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diff --git a/ui/litellm-dashboard/out/_next/static/chunks/261-45feb99696985c63.js b/litellm/proxy/_experimental/out/_next/static/chunks/261-c5b2a5c7eb59699f.js
similarity index 99%
rename from ui/litellm-dashboard/out/_next/static/chunks/261-45feb99696985c63.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/261-c5b2a5c7eb59699f.js
index 251b9de365..62630d6355 100644
--- a/ui/litellm-dashboard/out/_next/static/chunks/261-45feb99696985c63.js
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/261-c5b2a5c7eb59699f.js
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t(e){e.languages.sqf=e.languages.extend("clike",{string:{pattern:/"(?:(?:"")?[^"])*"(?!")|'(?:[^'])*'/,greedy:!0},keyword:/\b(?:breakOut|breakTo|call|case|catch|default|do|echo|else|execFSM|execVM|exitWith|for|forEach|forEachMember|forEachMemberAgent|forEachMemberTeam|from|goto|if|nil|preprocessFile|preprocessFileLineNumbers|private|scopeName|spawn|step|switch|then|throw|to|try|while|with)\b/i,boolean:/\b(?:false|true)\b/i,function:/\b(?:abs|accTime|acos|action|actionIDs|actionKeys|actionKeysImages|actionKeysNames|actionKeysNamesArray|actionName|actionParams|activateAddons|activatedAddons|activateKey|add3DENConnection|add3DENEventHandler|add3DENLayer|addAction|addBackpack|addBackpackCargo|addBackpackCargoGlobal|addBackpackGlobal|addCamShake|addCuratorAddons|addCuratorCameraArea|addCuratorEditableObjects|addCuratorEditingArea|addCuratorPoints|addEditorObject|addEventHandler|addForce|addForceGeneratorRTD|addGoggles|addGroupIcon|addHandgunItem|addHeadgear|addItem|addItemCargo|addItemCargoGlobal|addItemPool|addItemToBackpack|addItemToUniform|addItemToVest|addLiveStats|addMagazine|addMagazineAmmoCargo|addMagazineCargo|addMagazineCargoGlobal|addMagazineGlobal|addMagazinePool|addMagazines|addMagazineTurret|addMenu|addMenuItem|addMissionEventHandler|addMPEventHandler|addMusicEventHandler|addOwnedMine|addPlayerScores|addPrimaryWeaponItem|addPublicVariableEventHandler|addRating|addResources|addScore|addScoreSide|addSecondaryWeaponItem|addSwitchableUnit|addTeamMember|addToRemainsCollector|addTorque|addUniform|addVehicle|addVest|addWaypoint|addWeapon|addWeaponCargo|addWeaponCargoGlobal|addWeaponGlobal|addWeaponItem|addWeaponPool|addWeaponTurret|admin|agent|agents|AGLToASL|aimedAtTarget|aimPos|airDensityCurveRTD|airDensityRTD|airplaneThrottle|airportSide|AISFinishHeal|alive|all3DENEntities|allAirports|allControls|allCurators|allCutLayers|allDead|allDeadMen|allDisplays|allGroups|allMapMarkers|allMines|allMissionObjects|allow3DMode|allowCrewInImmobile|allowCuratorLogicIgnoreAreas|allowDamage|allowDammage|allowFileOperations|allowFleeing|allowGetIn|allowSprint|allPlayers|allSimpleObjects|allSites|allTurrets|allUnits|allUnitsUAV|allVariables|ammo|ammoOnPylon|animate|animateBay|animateDoor|animatePylon|animateSource|animationNames|animationPhase|animationSourcePhase|animationState|append|apply|armoryPoints|arrayIntersect|asin|ASLToAGL|ASLToATL|assert|assignAsCargo|assignAsCargoIndex|assignAsCommander|assignAsDriver|assignAsGunner|assignAsTurret|assignCurator|assignedCargo|assignedCommander|assignedDriver|assignedGunner|assignedItems|assignedTarget|assignedTeam|assignedVehicle|assignedVehicleRole|assignItem|assignTeam|assignToAirport|atan|atan2|atg|ATLToASL|attachedObject|attachedObjects|attachedTo|attachObject|attachTo|attackEnabled|backpack|backpackCargo|backpackContainer|backpackItems|backpackMagazines|backpackSpaceFor|behaviour|benchmark|binocular|blufor|boundingBox|boundingBoxReal|boundingCenter|briefingName|buildingExit|buildingPos|buldozer_EnableRoadDiag|buldozer_IsEnabledRoadDiag|buldozer_LoadNewRoads|buldozer_reloadOperMap|buttonAction|buttonSetAction|cadetMode|callExtension|camCommand|camCommit|camCommitPrepared|camCommitted|camConstuctionSetParams|camCreate|camDestroy|cameraEffect|cameraEffectEnableHUD|cameraInterest|cameraOn|cameraView|campaignConfigFile|camPreload|camPreloaded|camPrepareBank|camPrepareDir|camPrepareDive|camPrepareFocus|camPrepareFov|camPrepareFovRange|camPreparePos|camPrepareRelPos|camPrepareTarget|camSetBank|camSetDir|camSetDive|camSetFocus|camSetFov|camSetFovRange|camSetPos|camSetRelPos|camSetTarget|camTarget|camUseNVG|canAdd|canAddItemToBackpack|canAddItemToUniform|canAddItemToVest|cancelSimpleTaskDestination|canFire|canMove|canSlingLoad|canStand|canSuspend|canTriggerDynamicSimulation|canUnloadInCombat|canVehicleCargo|captive|captiveNum|cbChecked|cbSetChecked|ceil|channelEnabled|cheatsEnabled|checkAIFeature|checkVisibility|civilian|className|clear3DENAttribute|clear3DENInventory|clearAllItemsFromBackpack|clearBackpackCargo|clearBackpackCargoGlobal|clearForcesRTD|clearGroupIcons|clearItemCargo|clearItemCargoGlobal|clearItemPool|clearMagazineCargo|clearMagazineCargoGlobal|clearMagazinePool|clearOverlay|clearRadio|clearVehicleInit|clearWeaponCargo|clearWeaponCargoGlobal|clearWeaponPool|clientOwner|closeDialog|closeDisplay|closeOverlay|collapseObjectTree|collect3DENHistory|collectiveRTD|combatMode|commandArtilleryFire|commandChat|commander|commandFire|commandFollow|commandFSM|commandGetOut|commandingMenu|commandMove|commandRadio|commandStop|commandSuppressiveFire|commandTarget|commandWatch|comment|commitOverlay|compile|compileFinal|completedFSM|composeText|configClasses|configFile|configHierarchy|configName|configNull|configProperties|configSourceAddonList|configSourceMod|configSourceModList|confirmSensorTarget|connectTerminalToUAV|controlNull|controlsGroupCtrl|copyFromClipboard|copyToClipboard|copyWaypoints|cos|count|countEnemy|countFriendly|countSide|countType|countUnknown|create3DENComposition|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t(e){e.languages.sqf=e.languages.extend("clike",{string:{pattern:/"(?:(?:"")?[^"])*"(?!")|'(?:[^'])*'/,greedy:!0},keyword:/\b(?:breakOut|breakTo|call|case|catch|default|do|echo|else|execFSM|execVM|exitWith|for|forEach|forEachMember|forEachMemberAgent|forEachMemberTeam|from|goto|if|nil|preprocessFile|preprocessFileLineNumbers|private|scopeName|spawn|step|switch|then|throw|to|try|while|with)\b/i,boolean:/\b(?:false|true)\b/i,function:/\b(?:abs|accTime|acos|action|actionIDs|actionKeys|actionKeysImages|actionKeysNames|actionKeysNamesArray|actionName|actionParams|activateAddons|activatedAddons|activateKey|add3DENConnection|add3DENEventHandler|add3DENLayer|addAction|addBackpack|addBackpackCargo|addBackpackCargoGlobal|addBackpackGlobal|addCamShake|addCuratorAddons|addCuratorCameraArea|addCuratorEditableObjects|addCuratorEditingArea|addCuratorPoints|addEditorObject|addEventHandler|addForce|addForceGeneratorRTD|addGoggles|addGroupIcon|addHandgunItem|addHeadgear|addItem|addItemCargo|addItemCargoGlobal|addItemPool|addItemToBackpack|addItemToUniform|addItemToVest|addLiveStats|addMagazine|addMagazineAmmoCargo|addMagazineCargo|addMagazineCargoGlobal|addMagazineGlobal|addMagazinePool|addMagazines|addMagazineTurret|addMenu|addMenuItem|addMissionEventHandler|addMPEventHandler|addMusicEventHandler|addOwnedMine|addPlayerScores|addPrimaryWeaponItem|addPublicVariableEventHandler|addRating|addResources|addScore|addScoreSide|addSecondaryWeaponItem|addSwitchableUnit|addTeamMember|addToRemainsCollector|addTorque|addUniform|addVehicle|addVest|addWaypoint|addWeapon|addWeaponCargo|addWeaponCargoGlobal|addWeaponGlobal|addWeaponItem|addWeaponPool|addWeaponTurret|admin|agent|agents|AGLToASL|aimedAtTarget|aimPos|airDensityCurveRTD|airDensityRTD|airplaneThrottle|airportSide|AISFinishHeal|alive|all3DENEntities|allAirports|allControls|allCurators|allCutLayers|allDead|allDeadMen|allDisplays|allGroups|allMapMarkers|allMines|allMissionObjects|allow3DMode|allowCrewInImmobile|allowCuratorLogicIgnoreAreas|allowDamage|allowDammage|allowFileOperations|allowFleeing|allowGetIn|allowSprint|allPlayers|allSimpleObjects|allSites|allTurrets|allUnits|allUnitsUAV|allVariables|ammo|ammoOnPylon|animate|animateBay|animateDoor|animatePylon|animateSource|animationNames|animationPhase|animationSourcePhase|animationState|append|apply|armoryPoints|arrayIntersect|asin|ASLToAGL|ASLToATL|assert|assignAsCargo|assignAsCargoIndex|assignAsCommander|assignAsDriver|assignAsGunner|assignAsTurret|assignCurator|assignedCargo|assignedCommander|assignedDriver|assignedGunner|assignedItems|assignedTarget|assignedTeam|assignedVehicle|assignedVehicleRole|assignItem|assignTeam|assignToAirport|atan|atan2|atg|ATLToASL|attachedObject|attachedObjects|attachedTo|attachObject|attachTo|attackEnabled|backpack|backpackCargo|backpackContainer|backpackItems|backpackMagazines|backpackSpaceFor|behaviour|benchmark|binocular|blufor|boundingBox|boundingBoxReal|boundingCenter|briefingName|buildingExit|buildingPos|buldozer_EnableRoadDiag|buldozer_IsEnabledRoadDiag|buldozer_LoadNewRoads|buldozer_reloadOperMap|buttonAction|buttonSetAction|cadetMode|callExtension|camCommand|camCommit|camCommitPrepared|camCommitted|camConstuctionSetParams|camCreate|camDestroy|cameraEffect|cameraEffectEnableHUD|cameraInterest|cameraOn|cameraView|campaignConfigFile|camPreload|camPreloaded|camPrepareBank|camPrepareDir|camPrepareDive|camPrepareFocus|camPrepareFov|camPrepareFovRange|camPreparePos|camPrepareRelPos|camPrepareTarget|camSetBank|camSetDir|camSetDive|camSetFocus|camSetFov|camSetFovRange|camSetPos|camSetRelPos|camSetTarget|camTarget|camUseNVG|canAdd|canAddItemToBackpack|canAddItemToUniform|canAddItemToVest|cancelSimpleTaskDestination|canFire|canMove|canSlingLoad|canStand|canSuspend|canTriggerDynamicSimulation|canUnloadInCombat|canVehicleCargo|captive|captiveNum|cbChecked|cbSetChecked|ceil|channelEnabled|cheatsEnabled|checkAIFeature|checkVisibility|civilian|className|clear3DENAttribute|clear3DENInventory|clearAllItemsFromBackpack|clearBackpackCargo|clearBackpackCargoGlobal|clearForcesRTD|clearGroupIcons|clearItemCargo|clearItemCargoGlobal|clearItemPool|clearMagazineCargo|clearMagazineCargoGlobal|clearMagazinePool|clearOverlay|clearRadio|clearVehicleInit|clearWeaponCargo|clearWeaponCargoGlobal|clearWeaponPool|clientOwner|closeDialog|closeDisplay|closeOverlay|collapseObjectTree|collect3DENHistory|collectiveRTD|combatMode|commandArtilleryFire|commandChat|commander|commandFire|commandFollow|commandFSM|commandGetOut|commandingMenu|commandMove|commandRadio|commandStop|commandSuppressiveFire|commandTarget|commandWatch|comment|commitOverlay|compile|compileFinal|completedFSM|composeText|configClasses|configFile|configHierarchy|configName|configNull|configProperties|configSourceAddonList|configSourceMod|configSourceModList|confirmSensorTarget|connectTerminalToUAV|controlNull|controlsGroupCtrl|copyFromClipboard|copyToClipboard|copyWaypoints|cos|count|countEnemy|countFriendly|countSide|countType|countUnknown|create3DENComposition|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e=this.props,t=e.data,n=e.className,o=e.children,i=e.x,a=e.y,l=e.width,c=e.height,s=e.alwaysShowText,u=this.state,d=u.startX,f=u.endX,p=u.isTextActive,h=u.isSlideMoving,m=u.isTravellerMoving,g=u.isTravellerFocused;if(!t||!t.length||!(0,T.hj)(i)||!(0,T.hj)(a)||!(0,T.hj)(l)||!(0,T.hj)(c)||l<=0||c<=0)return null;var v=(0,x.Z)("recharts-brush",n),y=1===r.Children.count(o),b=Z("userSelect","none");return r.createElement(O.m,{className:v,onMouseLeave:this.handleLeaveWrapper,onTouchMove:this.handleTouchMove,style:b},this.renderBackground(),y&&this.renderPanorama(),this.renderSlide(d,f),this.renderTravellerLayer(d,"startX"),this.renderTravellerLayer(f,"endX"),(p||h||m||g||s)&&this.renderText())}}],o=[{key:"renderDefaultTraveller",value:function(e){var t=e.x,n=e.y,o=e.width,i=e.height,a=e.stroke,l=Math.floor(n+i/2)-1;return 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n;let{enableRowPinning:r,enablePinning:o}=t.options;return"function"==typeof r?r(e):null==(n=null!=r?r:o)||n},e.getIsPinned=()=>{let n=[e.id],{top:r,bottom:o}=t.getState().rowPinning,i=n.some(e=>null==r?void 0:r.includes(e)),a=n.some(e=>null==o?void 0:o.includes(e));return i?"top":!!a&&"bottom"},e.getPinnedIndex=()=>{var n,r;let o=e.getIsPinned();if(!o)return -1;let i=null==(n="top"===o?t.getTopRows():t.getBottomRows())?void 0:n.map(e=>{let{id:t}=e;return t});return null!=(r=null==i?void 0:i.indexOf(e.id))?r:-1}},createTable:e=>{e.setRowPinning=t=>null==e.options.onRowPinningChange?void 0:e.options.onRowPinningChange(t),e.resetRowPinning=t=>{var n,r;return e.setRowPinning(t?T():null!=(n=null==(r=e.initialState)?void 0:r.rowPinning)?n:T())},e.getIsSomeRowsPinned=t=>{var n,r,o;let i=e.getState().rowPinning;return t?!!(null==(n=i[t])?void 0:n.length):!!((null==(r=i.top)?void 0:r.length)||(null==(o=i.bottom)?void 0:o.length))},e._getPinnedRows=(t,n,r)=>{var 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_(e,n)},e.getIsSomeSelected=()=>{let{rowSelection:n}=t.getState();return"some"===D(e,n)},e.getIsAllSubRowsSelected=()=>{let{rowSelection:n}=t.getState();return"all"===D(e,n)},e.getCanSelect=()=>{var n;return"function"==typeof t.options.enableRowSelection?t.options.enableRowSelection(e):null==(n=t.options.enableRowSelection)||n},e.getCanSelectSubRows=()=>{var n;return"function"==typeof t.options.enableSubRowSelection?t.options.enableSubRowSelection(e):null==(n=t.options.enableSubRowSelection)||n},e.getCanMultiSelect=()=>{var n;return"function"==typeof t.options.enableMultiRowSelection?t.options.enableMultiRowSelection(e):null==(n=t.options.enableMultiRowSelection)||n},e.getToggleSelectedHandler=()=>{let t=e.getCanSelect();return n=>{var r;t&&e.toggleSelected(null==(r=n.target)?void 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ee(String(e)))}),tC(this,E,new Promise((e,t)=>{tC(this,k,e,"f"),tC(this,C,t,"f")}),"f"),tC(this,j,new Promise((e,t)=>{tC(this,P,e,"f"),tC(this,M,t,"f")}),"f"),tj(this,E,"f").catch(()=>{}),tj(this,j,"f").catch(()=>{})}_run(e){setTimeout(()=>{e().then(()=>{this._emitFinal(),this._emit("end")},tj(this,F,"f"))},0)}_addChatCompletion(e){this._chatCompletions.push(e),this._emit("chatCompletion",e);let t=e.choices[0]?.message;return t&&this._addMessage(t),e}_addMessage(e,t=!0){if("content"in e||(e.content=null),this.messages.push(e),t){if(this._emit("message",e),(tE(e)||tk(e))&&e.content)this._emit("functionCallResult",e.content);else if(tO(e)&&e.function_call)this._emit("functionCall",e.function_call);else if(tO(e)&&e.tool_calls)for(let t of e.tool_calls)"function"===t.type&&this._emit("functionCall",t.function)}}_connected(){this.ended||(tj(this,k,"f").call(this),this._emit("connect"))}get ended(){return tj(this,I,"f")}get errored(){return tj(this,T,"f")}get aborted(){return tj(this,R,"f")}abort(){this.controller.abort()}on(e,t){return(tj(this,A,"f")[e]||(tj(this,A,"f")[e]=[])).push({listener:t}),this}off(e,t){let n=tj(this,A,"f")[e];if(!n)return this;let r=n.findIndex(e=>e.listener===t);return r>=0&&n.splice(r,1),this}once(e,t){return(tj(this,A,"f")[e]||(tj(this,A,"f")[e]=[])).push({listener:t,once:!0}),this}emitted(e){return new Promise((t,n)=>{tC(this,N,!0,"f"),"error"!==e&&this.once("error",n),this.once(e,t)})}async done(){tC(this,N,!0,"f"),await tj(this,j,"f")}async finalChatCompletion(){await this.done();let e=this._chatCompletions[this._chatCompletions.length-1];if(!e)throw new ee("stream ended without producing a ChatCompletion");return e}async finalContent(){return await this.done(),tj(this,O,"m",_).call(this)}async finalMessage(){return await this.done(),tj(this,O,"m",D).call(this)}async finalFunctionCall(){return await this.done(),tj(this,O,"m",L).call(this)}async finalFunctionCallResult(){return await 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o=tj(this,O,"m",Z).call(this);null!=o&&this._emit("finalFunctionCallResult",o),this._chatCompletions.some(e=>e.usage)&&this._emit("totalUsage",tj(this,O,"m",B).call(this))}async _createChatCompletion(e,t,n){let r=n?.signal;r&&(r.aborted&&this.controller.abort(),r.addEventListener("abort",()=>this.controller.abort())),tj(this,O,"m",z).call(this,t);let o=await e.create({...t,stream:!1},{...n,signal:this.controller.signal});return this._connected(),this._addChatCompletion(o)}async _runChatCompletion(e,t,n){for(let e of t.messages)this._addMessage(e,!1);return await this._createChatCompletion(e,t,n)}async _runFunctions(e,t,n){let r="function",{function_call:o="auto",stream:i,...a}=t,l="string"!=typeof o&&o?.name,{maxChatCompletions:c=10}=n||{},s={};for(let e of t.functions)s[e.name||e.function.name]=e;let u=t.functions.map(e=>({name:e.name||e.function.name,parameters:e.parameters,description:e.description}));for(let e of t.messages)this._addMessage(e,!1);for(let t=0;t<c;++t){let t;let i=await this._createChatCompletion(e,{...a,function_call:o,functions:u,messages:[...this.messages]},n),c=i.choices[0]?.message;if(!c)throw new ee("missing message in ChatCompletion response");if(!c.function_call)return;let{name:d,arguments:f}=c.function_call,p=s[d];if(p){if(l&&l!==d){let e=`Invalid function_call: ${JSON.stringify(d)}. ${JSON.stringify(l)} requested. Please try again`;this._addMessage({role:r,name:d,content:e});continue}}else{let e=`Invalid function_call: ${JSON.stringify(d)}. Available options are: ${u.map(e=>JSON.stringify(e.name)).join(", ")}. 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Please try again`;this._addMessage({role:r,tool_call_id:n,content:e});continue}}else{let e=`Invalid tool_call: ${JSON.stringify(o)}. Available options are: ${u.map(e=>JSON.stringify(e.function.name)).join(", ")}. Please try again`;this._addMessage({role:r,tool_call_id:n,content:e});continue}try{t=tS(a)?await a.parse(i):i}catch(t){let e=t instanceof Error?t.message:String(t);this._addMessage({role:r,tool_call_id:n,content:e});continue}let c=await a.function(t,this),d=tj(this,O,"m",H).call(this,c);if(this._addMessage({role:r,tool_call_id:n,content:d}),l)return}}}}E=new WeakMap,k=new WeakMap,C=new WeakMap,j=new WeakMap,P=new WeakMap,M=new WeakMap,A=new WeakMap,I=new WeakMap,T=new WeakMap,R=new WeakMap,N=new WeakMap,F=new WeakMap,O=new WeakSet,_=function(){return tj(this,O,"m",D).call(this).content??null},D=function(){let e=this.messages.length;for(;e-- >0;){let t=this.messages[e];if(tO(t))return{...t,content:t.content??null}}throw new ee("stream ended without producing a ChatCompletionMessage with role=assistant")},L=function(){for(let e=this.messages.length-1;e>=0;e--){let t=this.messages[e];if(tO(t)&&t?.function_call)return t.function_call;if(tO(t)&&t?.tool_calls?.length)return t.tool_calls.at(-1)?.function}},Z=function(){for(let e=this.messages.length-1;e>=0;e--){let t=this.messages[e];if(tE(t)&&null!=t.content||tk(t)&&null!=t.content&&this.messages.some(e=>"assistant"===e.role&&e.tool_calls?.some(e=>"function"===e.type&&e.id===t.tool_call_id)))return t.content}},B=function(){let e={completion_tokens:0,prompt_tokens:0,total_tokens:0};for(let{usage:t}of this._chatCompletions)t&&(e.completion_tokens+=t.completion_tokens,e.prompt_tokens+=t.prompt_tokens,e.total_tokens+=t.total_tokens);return e},z=function(e){if(null!=e.n&&e.n>1)throw new ee("ChatCompletion convenience helpers only support n=1 at this time. 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diff --git a/litellm/proxy/_experimental/out/_next/static/css/6b2cc61767854ec6.css b/litellm/proxy/_experimental/out/_next/static/css/6b2cc61767854ec6.css
deleted file mode 100644
index b45464cc84..0000000000
--- a/litellm/proxy/_experimental/out/_next/static/css/6b2cc61767854ec6.css
+++ /dev/null
@@ -1,3 +0,0 @@
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diff --git a/litellm/proxy/_experimental/out/_next/static/0hdHMe2pYzKXDJjNw5w42/_buildManifest.js b/litellm/proxy/_experimental/out/_next/static/u7jIPHZY9RhOYpS_V7EDA/_buildManifest.js
similarity index 100%
rename from litellm/proxy/_experimental/out/_next/static/0hdHMe2pYzKXDJjNw5w42/_buildManifest.js
rename to litellm/proxy/_experimental/out/_next/static/u7jIPHZY9RhOYpS_V7EDA/_buildManifest.js
diff --git a/litellm/proxy/_experimental/out/_next/static/0hdHMe2pYzKXDJjNw5w42/_ssgManifest.js b/litellm/proxy/_experimental/out/_next/static/u7jIPHZY9RhOYpS_V7EDA/_ssgManifest.js
similarity index 100%
rename from litellm/proxy/_experimental/out/_next/static/0hdHMe2pYzKXDJjNw5w42/_ssgManifest.js
rename to litellm/proxy/_experimental/out/_next/static/u7jIPHZY9RhOYpS_V7EDA/_ssgManifest.js
diff --git a/litellm/proxy/_experimental/out/index.html b/litellm/proxy/_experimental/out/index.html
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--- a/litellm/proxy/_experimental/out/index.html
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diff --git a/litellm/proxy/_experimental/out/index.txt b/litellm/proxy/_experimental/out/index.txt
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diff --git a/litellm/proxy/_experimental/out/model_hub.txt b/litellm/proxy/_experimental/out/model_hub.txt
index c7dc2f3d94..d0f5b52ec9 100644
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diff --git a/litellm/proxy/_experimental/out/onboarding.html b/litellm/proxy/_experimental/out/onboarding.html
new file mode 100644
index 0000000000..51290ebef1
--- /dev/null
+++ b/litellm/proxy/_experimental/out/onboarding.html
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diff --git a/litellm/proxy/_experimental/out/onboarding.txt b/litellm/proxy/_experimental/out/onboarding.txt
index ba8534a9b4..dc56ac1d92 100644
--- a/litellm/proxy/_experimental/out/onboarding.txt
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diff --git a/litellm/proxy/_new_secret_config.yaml b/litellm/proxy/_new_secret_config.yaml
index 6e0850af50..51e88c0103 100644
--- a/litellm/proxy/_new_secret_config.yaml
+++ b/litellm/proxy/_new_secret_config.yaml
@@ -5,6 +5,17 @@ model_list:
   - model_name: gpt-4
     litellm_params:
       model: gpt-3.5-turbo
+  - model_name: fake-openai-endpoint
+    litellm_params:
+      model: openai/fake
+      api_key: fake-key
+      api_base: https://exampleopenaiendpoint-production.up.railway.app/
+  - model_name: azure-gpt-35-turbo
+    litellm_params:
+      model: azure/chatgpt-v-2
+      api_key: os.environ/AZURE_API_KEY
+      api_base: os.environ/AZURE_API_BASE
+      timeout: 0.000000001
   - model_name: o3-mini
     litellm_params:
       model: o3-mini
@@ -12,7 +23,7 @@ model_list:
   - model_name: anthropic-claude
     litellm_params:
       model: claude-3-5-haiku-20241022
-      mock_response: Hi!
+      timeout: 0.000000001
   - model_name: groq/*
     litellm_params:
       model: groq/*
@@ -27,3 +38,14 @@ model_list:
       model: openai/fake
       api_key: fake-key
       api_base: https://exampleopenaiendpoint-production.up.railway.app/
+  - model_name: vertex_ai/gemini-*
+    litellm_params:
+      model: vertex_ai/gemini-*
+  - model_name: fake-azure-endpoint
+    litellm_params:
+     model: openai/429
+     api_key: fake-key
+     api_base: https://exampleopenaiendpoint-production.up.railway.app
+
+litellm_settings:
+  callbacks: ["prometheus"]
\ No newline at end of file
diff --git a/litellm/proxy/_types.py b/litellm/proxy/_types.py
index 410d4005f3..d87df955fd 100644
--- a/litellm/proxy/_types.py
+++ b/litellm/proxy/_types.py
@@ -248,6 +248,7 @@ class LiteLLMRoutes(enum.Enum):
         "/azure",
         "/openai",
         "/assemblyai",
+        "/eu.assemblyai",
     ]
 
     anthropic_routes = [
@@ -259,6 +260,7 @@ class LiteLLMRoutes(enum.Enum):
         "/key/health",
         "/team/info",
         "/team/list",
+        "/organization/list",
         "/team/available",
         "/user/info",
         "/model/info",
@@ -1043,6 +1045,16 @@ class LiteLLM_TeamTable(TeamBase):
             "model_max_budget",
             "model_aliases",
         ]
+
+        if isinstance(values, BaseModel):
+            values = values.model_dump()
+
+        if (
+            isinstance(values.get("members_with_roles"), dict)
+            and not values["members_with_roles"]
+        ):
+            values["members_with_roles"] = []
+
         for field in dict_fields:
             value = values.get(field)
             if value is not None and isinstance(value, str):
@@ -1096,24 +1108,6 @@ class NewOrganizationRequest(LiteLLM_BudgetTable):
     budget_id: Optional[str] = None
 
 
-class LiteLLM_OrganizationTable(LiteLLMPydanticObjectBase):
-    """Represents user-controllable params for a LiteLLM_OrganizationTable record"""
-
-    organization_id: Optional[str] = None
-    organization_alias: Optional[str] = None
-    budget_id: str
-    metadata: Optional[dict] = None
-    models: List[str]
-    created_by: str
-    updated_by: str
-
-
-class NewOrganizationResponse(LiteLLM_OrganizationTable):
-    organization_id: str  # type: ignore
-    created_at: datetime
-    updated_at: datetime
-
-
 class OrganizationRequest(LiteLLMPydanticObjectBase):
     organizations: List[str]
 
@@ -1441,6 +1435,7 @@ class UserAPIKeyAuth(
     tpm_limit_per_model: Optional[Dict[str, int]] = None
     user_tpm_limit: Optional[int] = None
     user_rpm_limit: Optional[int] = None
+    user_email: Optional[str] = None
 
     model_config = ConfigDict(arbitrary_types_allowed=True)
 
@@ -1488,6 +1483,29 @@ class LiteLLM_OrganizationMembershipTable(LiteLLMPydanticObjectBase):
     model_config = ConfigDict(protected_namespaces=())
 
 
+class LiteLLM_OrganizationTable(LiteLLMPydanticObjectBase):
+    """Represents user-controllable params for a LiteLLM_OrganizationTable record"""
+
+    organization_id: Optional[str] = None
+    organization_alias: Optional[str] = None
+    budget_id: str
+    metadata: Optional[dict] = None
+    models: List[str]
+    created_by: str
+    updated_by: str
+
+
+class LiteLLM_OrganizationTableWithMembers(LiteLLM_OrganizationTable):
+    members: List[LiteLLM_OrganizationMembershipTable]
+    teams: List[LiteLLM_TeamTable]
+
+
+class NewOrganizationResponse(LiteLLM_OrganizationTable):
+    organization_id: str  # type: ignore
+    created_at: datetime
+    updated_at: datetime
+
+
 class LiteLLM_UserTable(LiteLLMPydanticObjectBase):
     user_id: str
     max_budget: Optional[float]
@@ -1781,6 +1799,7 @@ class SpendLogsMetadata(TypedDict):
         dict
     ]  # special param to log k,v pairs to spendlogs for a call
     requester_ip_address: Optional[str]
+    applied_guardrails: Optional[List[str]]
 
 
 class SpendLogsPayload(TypedDict):
@@ -1915,7 +1934,9 @@ class ProxyException(Exception):
 
 
 class CommonProxyErrors(str, enum.Enum):
-    db_not_connected_error = "DB not connected"
+    db_not_connected_error = (
+        "DB not connected. See https://docs.litellm.ai/docs/proxy/virtual_keys"
+    )
     no_llm_router = "No models configured on proxy"
     not_allowed_access = "Admin-only endpoint. Not allowed to access this."
     not_premium_user = "You must be a LiteLLM Enterprise user to use this feature. If you have a license please set `LITELLM_LICENSE` in your env. Get a 7 day trial key here: https://www.litellm.ai/#trial. \nPricing: https://www.litellm.ai/#pricing"
@@ -1936,6 +1957,7 @@ class ProxyErrorTypes(str, enum.Enum):
     internal_server_error = "internal_server_error"
     bad_request_error = "bad_request_error"
     not_found_error = "not_found_error"
+    validation_error = "bad_request_error"
 
 
 DB_CONNECTION_ERROR_TYPES = (httpx.ConnectError, httpx.ReadError, httpx.ReadTimeout)
@@ -2282,11 +2304,14 @@ RBAC_ROLES = Literal[
 ]
 
 
-class RoleBasedPermissions(LiteLLMPydanticObjectBase):
-    role: RBAC_ROLES
+class OIDCPermissions(LiteLLMPydanticObjectBase):
     models: Optional[List[str]] = None
     routes: Optional[List[str]] = None
 
+
+class RoleBasedPermissions(OIDCPermissions):
+    role: RBAC_ROLES
+
     model_config = {
         "extra": "forbid",
     }
@@ -2297,6 +2322,14 @@ class RoleMapping(BaseModel):
     internal_role: RBAC_ROLES
 
 
+class ScopeMapping(OIDCPermissions):
+    scope: str
+
+    model_config = {
+        "extra": "forbid",
+    }
+
+
 class LiteLLM_JWTAuth(LiteLLMPydanticObjectBase):
     """
     A class to define the roles and permissions for a LiteLLM Proxy w/ JWT Auth.
@@ -2326,6 +2359,7 @@ class LiteLLM_JWTAuth(LiteLLMPydanticObjectBase):
         "info_routes",
     ]
     team_id_jwt_field: Optional[str] = None
+    team_id_upsert: bool = False
     team_ids_jwt_field: Optional[str] = None
     upsert_sso_user_to_team: bool = False
     team_allowed_routes: List[
@@ -2354,6 +2388,9 @@ class LiteLLM_JWTAuth(LiteLLMPydanticObjectBase):
     object_id_jwt_field: Optional[str] = (
         None  # can be either user / team, inferred from the role mapping
     )
+    scope_mappings: Optional[List[ScopeMapping]] = None
+    enforce_scope_based_access: bool = False
+    enforce_team_based_model_access: bool = False
 
     def __init__(self, **kwargs: Any) -> None:
         # get the attribute names for this Pydantic model
@@ -2364,6 +2401,8 @@ class LiteLLM_JWTAuth(LiteLLMPydanticObjectBase):
         user_allowed_roles = kwargs.get("user_allowed_roles")
         object_id_jwt_field = kwargs.get("object_id_jwt_field")
         role_mappings = kwargs.get("role_mappings")
+        scope_mappings = kwargs.get("scope_mappings")
+        enforce_scope_based_access = kwargs.get("enforce_scope_based_access")
 
         if invalid_keys:
             raise ValueError(
@@ -2381,4 +2420,21 @@ class LiteLLM_JWTAuth(LiteLLMPydanticObjectBase):
                 "if object_id_jwt_field is set, role_mappings must also be set. Needed to infer if the caller is a user or team."
             )
 
+        if scope_mappings is not None and not enforce_scope_based_access:
+            raise ValueError(
+                "scope_mappings must be set if enforce_scope_based_access is true."
+            )
+
         super().__init__(**kwargs)
+
+
+class PrismaCompatibleUpdateDBModel(TypedDict, total=False):
+    model_name: str
+    litellm_params: str
+    model_info: str
+    updated_at: str
+    updated_by: str
+
+
+class SpecialManagementEndpointEnums(enum.Enum):
+    DEFAULT_ORGANIZATION = "default_organization"
diff --git a/litellm/proxy/auth/auth_checks.py b/litellm/proxy/auth/auth_checks.py
index 43815c357b..0590bcb50a 100644
--- a/litellm/proxy/auth/auth_checks.py
+++ b/litellm/proxy/auth/auth_checks.py
@@ -101,6 +101,7 @@ async def common_checks(
         team_object=team_object,
         model=_model,
         llm_router=llm_router,
+        team_model_aliases=valid_token.team_model_aliases if valid_token else None,
     )
 
     ## 2.1 If user can call model (if personal key)
@@ -655,11 +656,20 @@ async def _delete_cache_key_object(
 
 
 @log_db_metrics
-async def _get_team_db_check(team_id: str, prisma_client: PrismaClient):
-    return await prisma_client.db.litellm_teamtable.find_unique(
+async def _get_team_db_check(
+    team_id: str, prisma_client: PrismaClient, team_id_upsert: Optional[bool] = None
+):
+    response = await prisma_client.db.litellm_teamtable.find_unique(
         where={"team_id": team_id}
     )
 
+    if response is None and team_id_upsert:
+        response = await prisma_client.db.litellm_teamtable.create(
+            data={"team_id": team_id}
+        )
+
+    return response
+
 
 async def _get_team_object_from_db(team_id: str, prisma_client: PrismaClient):
     return await prisma_client.db.litellm_teamtable.find_unique(
@@ -675,6 +685,7 @@ async def _get_team_object_from_user_api_key_cache(
     db_cache_expiry: int,
     proxy_logging_obj: Optional[ProxyLogging],
     key: str,
+    team_id_upsert: Optional[bool] = None,
 ) -> LiteLLM_TeamTableCachedObj:
     db_access_time_key = key
     should_check_db = _should_check_db(
@@ -684,7 +695,7 @@ async def _get_team_object_from_user_api_key_cache(
     )
     if should_check_db:
         response = await _get_team_db_check(
-            team_id=team_id, prisma_client=prisma_client
+            team_id=team_id, prisma_client=prisma_client, team_id_upsert=team_id_upsert
         )
     else:
         response = None
@@ -752,6 +763,7 @@ async def get_team_object(
     proxy_logging_obj: Optional[ProxyLogging] = None,
     check_cache_only: Optional[bool] = None,
     check_db_only: Optional[bool] = None,
+    team_id_upsert: Optional[bool] = None,
 ) -> LiteLLM_TeamTableCachedObj:
     """
     - Check if team id in proxy Team Table
@@ -795,6 +807,7 @@ async def get_team_object(
             last_db_access_time=last_db_access_time,
             db_cache_expiry=db_cache_expiry,
             key=key,
+            team_id_upsert=team_id_upsert,
         )
     except Exception:
         raise Exception(
@@ -956,6 +969,7 @@ async def _can_object_call_model(
     model: str,
     llm_router: Optional[Router],
     models: List[str],
+    team_model_aliases: Optional[Dict[str, str]] = None,
 ) -> Literal[True]:
     """
     Checks if token can call a given model
@@ -990,6 +1004,9 @@ async def _can_object_call_model(
 
     verbose_proxy_logger.debug(f"model: {model}; allowed_models: {filtered_models}")
 
+    if _model_in_team_aliases(model=model, team_model_aliases=team_model_aliases):
+        return True
+
     if _model_matches_any_wildcard_pattern_in_list(
         model=model, allowed_model_list=filtered_models
     ):
@@ -1014,6 +1031,26 @@ async def _can_object_call_model(
     return True
 
 
+def _model_in_team_aliases(
+    model: str, team_model_aliases: Optional[Dict[str, str]] = None
+) -> bool:
+    """
+    Returns True if `model` being accessed is an alias of a team model
+
+    - `model=gpt-4o`
+    - `team_model_aliases={"gpt-4o": "gpt-4o-team-1"}`
+        - returns True
+
+    - `model=gp-4o`
+    - `team_model_aliases={"o-3": "o3-preview"}`
+        - returns False
+    """
+    if team_model_aliases:
+        if model in team_model_aliases:
+            return True
+    return False
+
+
 async def can_key_call_model(
     model: str,
     llm_model_list: Optional[list],
@@ -1033,6 +1070,7 @@ async def can_key_call_model(
         model=model,
         llm_router=llm_router,
         models=valid_token.models,
+        team_model_aliases=valid_token.team_model_aliases,
     )
 
 
@@ -1205,6 +1243,7 @@ def _team_model_access_check(
     model: Optional[str],
     team_object: Optional[LiteLLM_TeamTable],
     llm_router: Optional[Router],
+    team_model_aliases: Optional[Dict[str, str]] = None,
 ):
     """
     Access check for team models
@@ -1232,6 +1271,8 @@ def _team_model_access_check(
             pass
         elif model and "*" in model:
             pass
+        elif _model_in_team_aliases(model=model, team_model_aliases=team_model_aliases):
+            pass
         elif _model_matches_any_wildcard_pattern_in_list(
             model=model, allowed_model_list=team_object.models
         ):
diff --git a/litellm/proxy/auth/handle_jwt.py b/litellm/proxy/auth/handle_jwt.py
index 1d2a6fe5cd..88a8144b55 100644
--- a/litellm/proxy/auth/handle_jwt.py
+++ b/litellm/proxy/auth/handle_jwt.py
@@ -30,6 +30,7 @@ from litellm.proxy._types import (
     LiteLLM_TeamTable,
     LiteLLM_UserTable,
     LitellmUserRoles,
+    ScopeMapping,
     Span,
 )
 from litellm.proxy.utils import PrismaClient, ProxyLogging
@@ -153,7 +154,10 @@ class JWTHandler:
         return False
 
     def get_team_ids_from_jwt(self, token: dict) -> List[str]:
-        if self.litellm_jwtauth.team_ids_jwt_field is not None:
+        if (
+            self.litellm_jwtauth.team_ids_jwt_field is not None
+            and token.get(self.litellm_jwtauth.team_ids_jwt_field) is not None
+        ):
             return token[self.litellm_jwtauth.team_ids_jwt_field]
         return []
 
@@ -318,7 +322,7 @@ class JWTHandler:
             org_id = default_value
         return org_id
 
-    def get_scopes(self, token: dict) -> list:
+    def get_scopes(self, token: dict) -> List[str]:
         try:
             if isinstance(token["scope"], str):
                 # Assuming the scopes are stored in 'scope' claim and are space-separated
@@ -543,6 +547,40 @@ class JWTAuthManager:
 
         return True
 
+    @staticmethod
+    def check_scope_based_access(
+        scope_mappings: List[ScopeMapping],
+        scopes: List[str],
+        request_data: dict,
+        general_settings: dict,
+    ) -> None:
+        """
+        Check if scope allows access to the requested model
+        """
+        if not scope_mappings:
+            return None
+
+        allowed_models = []
+        for sm in scope_mappings:
+            if sm.scope in scopes and sm.models:
+                allowed_models.extend(sm.models)
+
+        requested_model = request_data.get("model")
+
+        if not requested_model:
+            return None
+
+        if requested_model not in allowed_models:
+            raise HTTPException(
+                status_code=403,
+                detail={
+                    "error": "model={} not allowed. Allowed_models={}".format(
+                        requested_model, allowed_models
+                    )
+                },
+            )
+        return None
+
     @staticmethod
     async def check_rbac_role(
         jwt_handler: JWTHandler,
@@ -636,6 +674,7 @@ class JWTAuthManager:
                 user_api_key_cache=user_api_key_cache,
                 parent_otel_span=parent_otel_span,
                 proxy_logging_obj=proxy_logging_obj,
+                team_id_upsert=jwt_handler.litellm_jwtauth.team_id_upsert,
             )
 
         return individual_team_id, team_object
@@ -663,6 +702,11 @@ class JWTAuthManager:
         """Find first team with access to the requested model"""
 
         if not team_ids:
+            if jwt_handler.litellm_jwtauth.enforce_team_based_model_access:
+                raise HTTPException(
+                    status_code=403,
+                    detail="No teams found in token. `enforce_team_based_model_access` is set to True. Token must belong to a team.",
+                )
             return None, None
 
         for team_id in team_ids:
@@ -695,7 +739,7 @@ class JWTAuthManager:
         if requested_model:
             raise HTTPException(
                 status_code=403,
-                detail=f"No team has access to the requested model: {requested_model}. Checked teams={team_ids}",
+                detail=f"No team has access to the requested model: {requested_model}. Checked teams={team_ids}. Check `/models` to see all available models.",
             )
 
         return None, None
@@ -829,6 +873,19 @@ class JWTAuthManager:
             rbac_role,
         )
 
+        # Check Scope Based Access
+        scopes = jwt_handler.get_scopes(token=jwt_valid_token)
+        if (
+            jwt_handler.litellm_jwtauth.enforce_scope_based_access
+            and jwt_handler.litellm_jwtauth.scope_mappings
+        ):
+            JWTAuthManager.check_scope_based_access(
+                scope_mappings=jwt_handler.litellm_jwtauth.scope_mappings,
+                scopes=scopes,
+                request_data=request_data,
+                general_settings=general_settings,
+            )
+
         object_id = jwt_handler.get_object_id(token=jwt_valid_token, default_value=None)
 
         # Get basic user info
diff --git a/litellm/proxy/auth/model_checks.py b/litellm/proxy/auth/model_checks.py
index 22c1a3e067..102b6f789a 100644
--- a/litellm/proxy/auth/model_checks.py
+++ b/litellm/proxy/auth/model_checks.py
@@ -17,16 +17,8 @@ def _check_wildcard_routing(model: str) -> bool:
     - openai/*
     - *
     """
-    if model == "*":
+    if "*" in model:
         return True
-
-    if "/" in model:
-        llm_provider, potential_wildcard = model.split("/", 1)
-        if (
-            llm_provider in litellm.provider_list and potential_wildcard == "*"
-        ):  # e.g. anthropic/*
-            return True
-
     return False
 
 
@@ -156,6 +148,28 @@ def get_complete_model_list(
     return list(unique_models) + all_wildcard_models
 
 
+def get_known_models_from_wildcard(wildcard_model: str) -> List[str]:
+    try:
+        provider, model = wildcard_model.split("/", 1)
+    except ValueError:  # safely fail
+        return []
+    # get all known provider models
+    wildcard_models = get_provider_models(provider=provider)
+    if wildcard_models is None:
+        return []
+    if model == "*":
+        return wildcard_models or []
+    else:
+        model_prefix = model.replace("*", "")
+        filtered_wildcard_models = [
+            wc_model
+            for wc_model in wildcard_models
+            if wc_model.split("/")[1].startswith(model_prefix)
+        ]
+
+        return filtered_wildcard_models
+
+
 def _get_wildcard_models(
     unique_models: Set[str], return_wildcard_routes: Optional[bool] = False
 ) -> List[str]:
@@ -165,13 +179,13 @@ def _get_wildcard_models(
         if _check_wildcard_routing(model=model):
 
             if (
-                return_wildcard_routes is True
+                return_wildcard_routes
             ):  # will add the wildcard route to the list eg: anthropic/*.
                 all_wildcard_models.append(model)
 
-            provider = model.split("/")[0]
             # get all known provider models
-            wildcard_models = get_provider_models(provider=provider)
+            wildcard_models = get_known_models_from_wildcard(wildcard_model=model)
+
             if wildcard_models is not None:
                 models_to_remove.add(model)
                 all_wildcard_models.extend(wildcard_models)
diff --git a/litellm/proxy/auth/user_api_key_auth.py b/litellm/proxy/auth/user_api_key_auth.py
index 84334b1db9..8b763c043c 100644
--- a/litellm/proxy/auth/user_api_key_auth.py
+++ b/litellm/proxy/auth/user_api_key_auth.py
@@ -790,21 +790,6 @@ async def _user_api_key_auth_builder(  # noqa: PLR0915
                 raise Exception(
                     "Key is blocked. Update via `/key/unblock` if you're admin."
                 )
-
-            # Check 1. If token can call model
-            _model_alias_map = {}
-            model: Optional[str] = None
-            if (
-                hasattr(valid_token, "team_model_aliases")
-                and valid_token.team_model_aliases is not None
-            ):
-                _model_alias_map = {
-                    **valid_token.aliases,
-                    **valid_token.team_model_aliases,
-                }
-            else:
-                _model_alias_map = {**valid_token.aliases}
-            litellm.model_alias_map = _model_alias_map
             config = valid_token.config
 
             if config != {}:
@@ -1211,6 +1196,7 @@ async def _return_user_api_key_auth_obj(
         user_api_key_kwargs.update(
             user_tpm_limit=user_obj.tpm_limit,
             user_rpm_limit=user_obj.rpm_limit,
+            user_email=user_obj.user_email,
         )
     if user_obj is not None and _is_user_proxy_admin(user_obj=user_obj):
         user_api_key_kwargs.update(
diff --git a/litellm/proxy/caching_routes.py b/litellm/proxy/caching_routes.py
index d03c43b6f7..a136677691 100644
--- a/litellm/proxy/caching_routes.py
+++ b/litellm/proxy/caching_routes.py
@@ -1,12 +1,15 @@
-import copy
+from typing import Any, Dict
 
 from fastapi import APIRouter, Depends, HTTPException, Request
 
 import litellm
 from litellm._logging import verbose_proxy_logger
 from litellm.caching.caching import RedisCache
+from litellm.litellm_core_utils.sensitive_data_masker import SensitiveDataMasker
 from litellm.proxy.auth.user_api_key_auth import user_api_key_auth
 
+masker = SensitiveDataMasker()
+
 router = APIRouter(
     prefix="/cache",
     tags=["caching"],
@@ -21,27 +24,30 @@ async def cache_ping():
     """
     Endpoint for checking if cache can be pinged
     """
-    litellm_cache_params = {}
-    specific_cache_params = {}
+    litellm_cache_params: Dict[str, Any] = {}
+    specific_cache_params: Dict[str, Any] = {}
     try:
 
         if litellm.cache is None:
             raise HTTPException(
                 status_code=503, detail="Cache not initialized. litellm.cache is None"
             )
-
+        litellm_cache_params = {}
+        specific_cache_params = {}
         for k, v in vars(litellm.cache).items():
             try:
                 if k == "cache":
                     continue
-                litellm_cache_params[k] = str(copy.deepcopy(v))
+                litellm_cache_params[k] = v
             except Exception:
                 litellm_cache_params[k] = "<unable to copy or convert>"
         for k, v in vars(litellm.cache.cache).items():
             try:
-                specific_cache_params[k] = str(v)
+                specific_cache_params[k] = v
             except Exception:
                 specific_cache_params[k] = "<unable to copy or convert>"
+        litellm_cache_params = masker.mask_dict(litellm_cache_params)
+        specific_cache_params = masker.mask_dict(specific_cache_params)
         if litellm.cache.type == "redis":
             # ping the redis cache
             ping_response = await litellm.cache.ping()
@@ -56,6 +62,7 @@ async def cache_ping():
                 messages=[{"role": "user", "content": "test from litellm"}],
             )
             verbose_proxy_logger.debug("/cache/ping: done with set_cache()")
+
             return {
                 "status": "healthy",
                 "cache_type": litellm.cache.type,
diff --git a/litellm/proxy/example_config_yaml/multi_instance_simple_config.yaml b/litellm/proxy/example_config_yaml/multi_instance_simple_config.yaml
new file mode 100644
index 0000000000..f83160a7a2
--- /dev/null
+++ b/litellm/proxy/example_config_yaml/multi_instance_simple_config.yaml
@@ -0,0 +1,12 @@
+model_list:
+  - model_name: fake-openai-endpoint
+    litellm_params:
+      model: openai/my-fake-model
+      api_key: my-fake-key
+      api_base: https://exampleopenaiendpoint-production.up.railway.app/
+
+litellm_settings:
+  cache: True
+  cache_params:
+    type: redis
+
diff --git a/litellm/proxy/guardrails/guardrail_endpoints.py b/litellm/proxy/guardrails/guardrail_endpoints.py
index b1919b45ef..7407d6fb12 100644
--- a/litellm/proxy/guardrails/guardrail_endpoints.py
+++ b/litellm/proxy/guardrails/guardrail_endpoints.py
@@ -4,7 +4,7 @@ CRUD ENDPOINTS FOR GUARDRAILS
 
 from typing import Dict, List, Optional, cast
 
-from fastapi import APIRouter, Depends, HTTPException, status
+from fastapi import APIRouter, Depends
 
 from litellm.proxy.auth.user_api_key_auth import user_api_key_auth
 from litellm.types.guardrails import GuardrailInfoResponse, ListGuardrailsResponse
@@ -25,6 +25,7 @@ def _get_guardrails_list_response(
         guardrail_configs.append(
             GuardrailInfoResponse(
                 guardrail_name=guardrail.get("guardrail_name"),
+                litellm_params=guardrail.get("litellm_params"),
                 guardrail_info=guardrail.get("guardrail_info"),
             )
         )
@@ -79,9 +80,6 @@ async def list_guardrails():
     _guardrails_config = cast(Optional[list[dict]], config.get("guardrails"))
 
     if _guardrails_config is None:
-        raise HTTPException(
-            status_code=status.HTTP_404_NOT_FOUND,
-            detail={"error": "No guardrails found in config"},
-        )
+        return _get_guardrails_list_response([])
 
     return _get_guardrails_list_response(_guardrails_config)
diff --git a/litellm/proxy/guardrails/guardrail_hooks/aim.py b/litellm/proxy/guardrails/guardrail_hooks/aim.py
index 5f3ec9e880..91d19e277c 100644
--- a/litellm/proxy/guardrails/guardrail_hooks/aim.py
+++ b/litellm/proxy/guardrails/guardrail_hooks/aim.py
@@ -6,7 +6,7 @@
 # +-------------------------------------------------------------+
 
 import os
-from typing import Literal, Optional
+from typing import Literal, Optional, Union
 
 from fastapi import HTTPException
 
@@ -25,12 +25,8 @@ class AimGuardrailMissingSecrets(Exception):
 
 
 class AimGuardrail(CustomGuardrail):
-    def __init__(
-        self, api_key: Optional[str] = None, api_base: Optional[str] = None, **kwargs
-    ):
-        self.async_handler = get_async_httpx_client(
-            llm_provider=httpxSpecialProvider.GuardrailCallback
-        )
+    def __init__(self, api_key: Optional[str] = None, api_base: Optional[str] = None, **kwargs):
+        self.async_handler = get_async_httpx_client(llm_provider=httpxSpecialProvider.GuardrailCallback)
         self.api_key = api_key or os.environ.get("AIM_API_KEY")
         if not self.api_key:
             msg = (
@@ -38,9 +34,7 @@ class AimGuardrail(CustomGuardrail):
                 "pass it as a parameter to the guardrail in the config file"
             )
             raise AimGuardrailMissingSecrets(msg)
-        self.api_base = (
-            api_base or os.environ.get("AIM_API_BASE") or "https://api.aim.security"
-        )
+        self.api_base = api_base or os.environ.get("AIM_API_BASE") or "https://api.aim.security"
         super().__init__(**kwargs)
 
     async def async_pre_call_hook(
@@ -58,11 +52,32 @@ class AimGuardrail(CustomGuardrail):
             "pass_through_endpoint",
             "rerank",
         ],
-    ) -> Exception | str | dict | None:
+    ) -> Union[Exception, str, dict, None]:
         verbose_proxy_logger.debug("Inside AIM Pre-Call Hook")
 
+        await self.call_aim_guardrail(data, hook="pre_call")
+        return data
+
+    async def async_moderation_hook(
+        self,
+        data: dict,
+        user_api_key_dict: UserAPIKeyAuth,
+        call_type: Literal[
+            "completion",
+            "embeddings",
+            "image_generation",
+            "moderation",
+            "audio_transcription",
+        ],
+    ) -> Union[Exception, str, dict, None]:
+        verbose_proxy_logger.debug("Inside AIM Moderation Hook")
+
+        await self.call_aim_guardrail(data, hook="moderation")
+        return data
+
+    async def call_aim_guardrail(self, data: dict, hook: str) -> None:
         user_email = data.get("metadata", {}).get("headers", {}).get("x-aim-user-email")
-        headers = {"Authorization": f"Bearer {self.api_key}"} | (
+        headers = {"Authorization": f"Bearer {self.api_key}", "x-aim-litellm-hook": hook} | (
             {"x-aim-user-email": user_email} if user_email else {}
         )
         response = await self.async_handler.post(
@@ -80,4 +95,3 @@ class AimGuardrail(CustomGuardrail):
         )
         if detected:
             raise HTTPException(status_code=400, detail=res["detection_message"])
-        return data
diff --git a/litellm/proxy/hooks/parallel_request_limiter.py b/litellm/proxy/hooks/parallel_request_limiter.py
index c521896547..4cef9696fd 100644
--- a/litellm/proxy/hooks/parallel_request_limiter.py
+++ b/litellm/proxy/hooks/parallel_request_limiter.py
@@ -93,7 +93,7 @@ class _PROXY_MaxParallelRequestsHandler(CustomLogger):
         else:
             raise HTTPException(
                 status_code=429,
-                detail=f"LiteLLM Rate Limit Handler for rate limit type = {rate_limit_type}. Crossed TPM, RPM Limit. current rpm: {current['current_rpm']}, rpm limit: {rpm_limit}, current tpm: {current['current_tpm']}, tpm limit: {tpm_limit}",
+                detail=f"LiteLLM Rate Limit Handler for rate limit type = {rate_limit_type}. Crossed TPM / RPM / Max Parallel Request Limit. current rpm: {current['current_rpm']}, rpm limit: {rpm_limit}, current tpm: {current['current_tpm']}, tpm limit: {tpm_limit}, current max_parallel_requests: {current['current_requests']}, max_parallel_requests: {max_parallel_requests}",
                 headers={"retry-after": str(self.time_to_next_minute())},
             )
         return new_val
diff --git a/litellm/proxy/litellm_pre_call_utils.py b/litellm/proxy/litellm_pre_call_utils.py
index b913c238db..176361f574 100644
--- a/litellm/proxy/litellm_pre_call_utils.py
+++ b/litellm/proxy/litellm_pre_call_utils.py
@@ -238,6 +238,7 @@ class LiteLLMProxyRequestSetup:
             return None
         for header, value in headers.items():
             if header.lower() == "openai-organization":
+                verbose_logger.info(f"found openai org id: {value}, sending to llm")
                 return value
         return None
 
@@ -311,6 +312,7 @@ class LiteLLMProxyRequestSetup:
             user_api_key_org_id=user_api_key_dict.org_id,
             user_api_key_team_alias=user_api_key_dict.team_alias,
             user_api_key_end_user_id=user_api_key_dict.end_user_id,
+            user_api_key_user_email=user_api_key_dict.user_email,
         )
         return user_api_key_logged_metadata
 
@@ -634,6 +636,12 @@ async def add_litellm_data_to_request(  # noqa: PLR0915
         user_api_key_dict=user_api_key_dict,
     )
 
+    # Team Model Aliases
+    _update_model_if_team_alias_exists(
+        data=data,
+        user_api_key_dict=user_api_key_dict,
+    )
+
     verbose_proxy_logger.debug(
         "[PROXY] returned data from litellm_pre_call_utils: %s", data
     )
@@ -663,6 +671,32 @@ async def add_litellm_data_to_request(  # noqa: PLR0915
     return data
 
 
+def _update_model_if_team_alias_exists(
+    data: dict,
+    user_api_key_dict: UserAPIKeyAuth,
+) -> None:
+    """
+    Update the model if the team alias exists
+
+    If a alias map has been set on a team, then we want to make the request with the model the team alias is pointing to
+
+    eg.
+        - user calls `gpt-4o`
+        - team.model_alias_map = {
+            "gpt-4o": "gpt-4o-team-1"
+        }
+        - requested_model = "gpt-4o-team-1"
+    """
+    _model = data.get("model")
+    if (
+        _model
+        and user_api_key_dict.team_model_aliases
+        and _model in user_api_key_dict.team_model_aliases
+    ):
+        data["model"] = user_api_key_dict.team_model_aliases[_model]
+    return
+
+
 def _get_enforced_params(
     general_settings: Optional[dict], user_api_key_dict: UserAPIKeyAuth
 ) -> Optional[list]:
diff --git a/litellm/proxy/management_endpoints/key_management_endpoints.py b/litellm/proxy/management_endpoints/key_management_endpoints.py
index e1efa23df6..f0b8c84683 100644
--- a/litellm/proxy/management_endpoints/key_management_endpoints.py
+++ b/litellm/proxy/management_endpoints/key_management_endpoints.py
@@ -168,6 +168,8 @@ def _team_key_generation_check(
     user_api_key_dict: UserAPIKeyAuth,
     data: GenerateKeyRequest,
 ):
+    if user_api_key_dict.user_role == LitellmUserRoles.PROXY_ADMIN.value:
+        return True
     if (
         litellm.key_generation_settings is not None
         and "team_key_generation" in litellm.key_generation_settings
diff --git a/litellm/proxy/management_endpoints/model_management_endpoints.py b/litellm/proxy/management_endpoints/model_management_endpoints.py
new file mode 100644
index 0000000000..9b4a9fa62c
--- /dev/null
+++ b/litellm/proxy/management_endpoints/model_management_endpoints.py
@@ -0,0 +1,208 @@
+"""
+Allow proxy admin to add/update/delete models in the db
+
+Currently most endpoints are in `proxy_server.py`, but those should  be moved here over time.
+
+Endpoints here: 
+
+model/{model_id}/update - PATCH endpoint for model update.
+"""
+
+#### MODEL MANAGEMENT ####
+
+import json
+from typing import Optional, cast
+
+from fastapi import APIRouter, Depends, HTTPException, status
+from pydantic import BaseModel
+
+from litellm._logging import verbose_proxy_logger
+from litellm.proxy._types import (
+    CommonProxyErrors,
+    PrismaCompatibleUpdateDBModel,
+    ProxyErrorTypes,
+    ProxyException,
+    UserAPIKeyAuth,
+)
+from litellm.proxy.auth.user_api_key_auth import user_api_key_auth
+from litellm.proxy.common_utils.encrypt_decrypt_utils import encrypt_value_helper
+from litellm.proxy.utils import PrismaClient
+from litellm.types.router import (
+    Deployment,
+    DeploymentTypedDict,
+    LiteLLMParamsTypedDict,
+    updateDeployment,
+)
+from litellm.utils import get_utc_datetime
+
+router = APIRouter()
+
+
+async def get_db_model(
+    model_id: str, prisma_client: PrismaClient
+) -> Optional[Deployment]:
+    db_model = cast(
+        Optional[BaseModel],
+        await prisma_client.db.litellm_proxymodeltable.find_unique(
+            where={"model_id": model_id}
+        ),
+    )
+
+    if not db_model:
+        return None
+
+    deployment_pydantic_obj = Deployment(**db_model.model_dump(exclude_none=True))
+    return deployment_pydantic_obj
+
+
+def update_db_model(
+    db_model: Deployment, updated_patch: updateDeployment
+) -> PrismaCompatibleUpdateDBModel:
+    merged_deployment_dict = DeploymentTypedDict(
+        model_name=db_model.model_name,
+        litellm_params=LiteLLMParamsTypedDict(
+            **db_model.litellm_params.model_dump(exclude_none=True)  # type: ignore
+        ),
+    )
+    # update model name
+    if updated_patch.model_name:
+        merged_deployment_dict["model_name"] = updated_patch.model_name
+
+    # update litellm params
+    if updated_patch.litellm_params:
+        # Encrypt any sensitive values
+        encrypted_params = {
+            k: encrypt_value_helper(v)
+            for k, v in updated_patch.litellm_params.model_dump(
+                exclude_none=True
+            ).items()
+        }
+
+        merged_deployment_dict["litellm_params"].update(encrypted_params)  # type: ignore
+
+    # update model info
+    if updated_patch.model_info:
+        if "model_info" not in merged_deployment_dict:
+            merged_deployment_dict["model_info"] = {}
+        merged_deployment_dict["model_info"].update(
+            updated_patch.model_info.model_dump(exclude_none=True)
+        )
+
+    # convert to prisma compatible format
+
+    prisma_compatible_model_dict = PrismaCompatibleUpdateDBModel()
+    if "model_name" in merged_deployment_dict:
+        prisma_compatible_model_dict["model_name"] = merged_deployment_dict[
+            "model_name"
+        ]
+
+    if "litellm_params" in merged_deployment_dict:
+        prisma_compatible_model_dict["litellm_params"] = json.dumps(
+            merged_deployment_dict["litellm_params"]
+        )
+
+    if "model_info" in merged_deployment_dict:
+        prisma_compatible_model_dict["model_info"] = json.dumps(
+            merged_deployment_dict["model_info"]
+        )
+    return prisma_compatible_model_dict
+
+
+@router.patch(
+    "/model/{model_id}/update",
+    tags=["model management"],
+    dependencies=[Depends(user_api_key_auth)],
+)
+async def patch_model(
+    model_id: str,  # Get model_id from path parameter
+    patch_data: updateDeployment,  # Create a specific schema for PATCH operations
+    user_api_key_dict: UserAPIKeyAuth = Depends(user_api_key_auth),
+):
+    """
+    PATCH Endpoint for partial model updates.
+
+    Only updates the fields specified in the request while preserving other existing values.
+    Follows proper PATCH semantics by only modifying provided fields.
+
+    Args:
+        model_id: The ID of the model to update
+        patch_data: The fields to update and their new values
+        user_api_key_dict: User authentication information
+
+    Returns:
+        Updated model information
+
+    Raises:
+        ProxyException: For various error conditions including authentication and database errors
+    """
+    from litellm.proxy.proxy_server import (
+        litellm_proxy_admin_name,
+        llm_router,
+        prisma_client,
+        store_model_in_db,
+    )
+
+    try:
+        if prisma_client is None:
+            raise HTTPException(
+                status_code=500,
+                detail={"error": CommonProxyErrors.db_not_connected_error.value},
+            )
+
+        # Verify model exists and is stored in DB
+        if not store_model_in_db:
+            raise ProxyException(
+                message="Model updates only supported for DB-stored models",
+                type=ProxyErrorTypes.validation_error.value,
+                code=status.HTTP_400_BAD_REQUEST,
+                param=None,
+            )
+
+        # Fetch existing model
+        db_model = await get_db_model(model_id=model_id, prisma_client=prisma_client)
+
+        if db_model is None:
+            # Check if model exists in config but not DB
+            if llm_router and llm_router.get_deployment(model_id=model_id) is not None:
+                raise ProxyException(
+                    message="Cannot edit config-based model. Store model in DB via /model/new first.",
+                    type=ProxyErrorTypes.validation_error.value,
+                    code=status.HTTP_400_BAD_REQUEST,
+                    param=None,
+                )
+            raise ProxyException(
+                message=f"Model {model_id} not found on proxy.",
+                type=ProxyErrorTypes.not_found_error,
+                code=status.HTTP_404_NOT_FOUND,
+                param=None,
+            )
+
+        # Create update dictionary only for provided fields
+        update_data = update_db_model(db_model=db_model, updated_patch=patch_data)
+
+        # Add metadata about update
+        update_data["updated_by"] = (
+            user_api_key_dict.user_id or litellm_proxy_admin_name
+        )
+        update_data["updated_at"] = cast(str, get_utc_datetime())
+
+        # Perform partial update
+        updated_model = await prisma_client.db.litellm_proxymodeltable.update(
+            where={"model_id": model_id},
+            data=update_data,
+        )
+
+        return updated_model
+
+    except Exception as e:
+        verbose_proxy_logger.exception(f"Error in patch_model: {str(e)}")
+
+        if isinstance(e, (HTTPException, ProxyException)):
+            raise e
+
+        raise ProxyException(
+            message=f"Error updating model: {str(e)}",
+            type=ProxyErrorTypes.internal_server_error,
+            code=status.HTTP_500_INTERNAL_SERVER_ERROR,
+            param=None,
+        )
diff --git a/litellm/proxy/management_endpoints/organization_endpoints.py b/litellm/proxy/management_endpoints/organization_endpoints.py
index b247c1cbe6..c6bd51c0e7 100644
--- a/litellm/proxy/management_endpoints/organization_endpoints.py
+++ b/litellm/proxy/management_endpoints/organization_endpoints.py
@@ -160,6 +160,7 @@ async def new_organization(
                         "error": f"User not allowed to give access to model={m}. Models you have access to = {user_api_key_dict.models}"
                     },
                 )
+
     organization_row = LiteLLM_OrganizationTable(
         **data.json(exclude_none=True),
         created_by=user_api_key_dict.user_id or litellm_proxy_admin_name,
@@ -201,6 +202,7 @@ async def delete_organization():
     "/organization/list",
     tags=["organization management"],
     dependencies=[Depends(user_api_key_auth)],
+    response_model=List[LiteLLM_OrganizationTableWithMembers],
 )
 async def list_organization(
     user_api_key_dict: UserAPIKeyAuth = Depends(user_api_key_auth),
@@ -216,24 +218,34 @@ async def list_organization(
     if prisma_client is None:
         raise HTTPException(status_code=500, detail={"error": "No db connected"})
 
-    if (
-        user_api_key_dict.user_role is None
-        or user_api_key_dict.user_role != LitellmUserRoles.PROXY_ADMIN
-    ):
-        raise HTTPException(
-            status_code=401,
-            detail={
-                "error": f"Only admins can list orgs. Your role is = {user_api_key_dict.user_role}"
-            },
-        )
     if prisma_client is None:
         raise HTTPException(
             status_code=400,
             detail={"error": CommonProxyErrors.db_not_connected_error.value},
         )
-    response = await prisma_client.db.litellm_organizationtable.find_many(
-        include={"members": True}
-    )
+
+    # if proxy admin - get all orgs
+    if user_api_key_dict.user_role == LitellmUserRoles.PROXY_ADMIN:
+        response = await prisma_client.db.litellm_organizationtable.find_many(
+            include={"members": True, "teams": True}
+        )
+    # if internal user - get orgs they are a member of
+    else:
+        org_memberships = (
+            await prisma_client.db.litellm_organizationmembership.find_many(
+                where={"user_id": user_api_key_dict.user_id}
+            )
+        )
+        org_objects = await prisma_client.db.litellm_organizationtable.find_many(
+            where={
+                "organization_id": {
+                    "in": [membership.organization_id for membership in org_memberships]
+                }
+            },
+            include={"members": True, "teams": True},
+        )
+
+        response = org_objects
 
     return response
 
diff --git a/litellm/proxy/management_endpoints/team_endpoints.py b/litellm/proxy/management_endpoints/team_endpoints.py
index b57411d556..d9b2ee8646 100644
--- a/litellm/proxy/management_endpoints/team_endpoints.py
+++ b/litellm/proxy/management_endpoints/team_endpoints.py
@@ -39,6 +39,7 @@ from litellm.proxy._types import (
     NewTeamRequest,
     ProxyErrorTypes,
     ProxyException,
+    SpecialManagementEndpointEnums,
     TeamAddMemberResponse,
     TeamInfoResponseObject,
     TeamListResponseObject,
@@ -1482,6 +1483,7 @@ async def list_team(
     user_id: Optional[str] = fastapi.Query(
         default=None, description="Only return teams which this 'user_id' belongs to"
     ),
+    organization_id: Optional[str] = None,
     user_api_key_dict: UserAPIKeyAuth = Depends(user_api_key_auth),
 ):
     """
@@ -1492,6 +1494,7 @@ async def list_team(
 
     Parameters:
     - user_id: str - Optional. If passed will only return teams that the user_id is a member of.
+    - organization_id: str - Optional. If passed will only return teams that belong to the organization_id. Pass 'default_organization' to get all teams without organization_id.
     """
     from litellm.proxy.proxy_server import prisma_client
 
@@ -1513,7 +1516,11 @@ async def list_team(
             detail={"error": CommonProxyErrors.db_not_connected_error.value},
         )
 
-    response = await prisma_client.db.litellm_teamtable.find_many()
+    response = await prisma_client.db.litellm_teamtable.find_many(
+        include={
+            "litellm_model_table": True,
+        }
+    )
 
     filtered_response = []
     if user_id:
@@ -1565,6 +1572,19 @@ async def list_team(
             continue
     # Sort the responses by team_alias
     returned_responses.sort(key=lambda x: (getattr(x, "team_alias", "") or ""))
+
+    if organization_id is not None:
+        if organization_id == SpecialManagementEndpointEnums.DEFAULT_ORGANIZATION.value:
+            returned_responses = [
+                team for team in returned_responses if team.organization_id is None
+            ]
+        else:
+            returned_responses = [
+                team
+                for team in returned_responses
+                if team.organization_id == organization_id
+            ]
+
     return returned_responses
 
 
diff --git a/litellm/proxy/pass_through_endpoints/llm_passthrough_endpoints.py b/litellm/proxy/pass_through_endpoints/llm_passthrough_endpoints.py
index dce20b9775..3da970234f 100644
--- a/litellm/proxy/pass_through_endpoints/llm_passthrough_endpoints.py
+++ b/litellm/proxy/pass_through_endpoints/llm_passthrough_endpoints.py
@@ -20,9 +20,13 @@ from litellm.proxy.pass_through_endpoints.pass_through_endpoints import (
 )
 from litellm.secret_managers.main import get_secret_str
 
+from .passthrough_endpoint_router import PassthroughEndpointRouter
+
 router = APIRouter()
 default_vertex_config = None
 
+passthrough_endpoint_router = PassthroughEndpointRouter()
+
 
 def create_request_copy(request: Request):
     return {
@@ -68,8 +72,9 @@ async def gemini_proxy_route(
     updated_url = base_url.copy_with(path=encoded_endpoint)
 
     # Add or update query parameters
-    gemini_api_key: Optional[str] = litellm.utils.get_secret(  # type: ignore
-        secret_name="GEMINI_API_KEY"
+    gemini_api_key: Optional[str] = passthrough_endpoint_router.get_credentials(
+        custom_llm_provider="gemini",
+        region_name=None,
     )
     if gemini_api_key is None:
         raise Exception(
@@ -126,7 +131,10 @@ async def cohere_proxy_route(
     updated_url = base_url.copy_with(path=encoded_endpoint)
 
     # Add or update query parameters
-    cohere_api_key = litellm.utils.get_secret(secret_name="COHERE_API_KEY")
+    cohere_api_key = passthrough_endpoint_router.get_credentials(
+        custom_llm_provider="cohere",
+        region_name=None,
+    )
 
     ## check for streaming
     is_streaming_request = False
@@ -175,7 +183,10 @@ async def anthropic_proxy_route(
     updated_url = base_url.copy_with(path=encoded_endpoint)
 
     # Add or update query parameters
-    anthropic_api_key = litellm.utils.get_secret(secret_name="ANTHROPIC_API_KEY")
+    anthropic_api_key = passthrough_endpoint_router.get_credentials(
+        custom_llm_provider="anthropic",
+        region_name=None,
+    )
 
     ## check for streaming
     is_streaming_request = False
@@ -297,18 +308,34 @@ def _is_bedrock_agent_runtime_route(endpoint: str) -> bool:
     methods=["GET", "POST", "PUT", "DELETE", "PATCH"],
     tags=["AssemblyAI Pass-through", "pass-through"],
 )
+@router.api_route(
+    "/eu.assemblyai/{endpoint:path}",
+    methods=["GET", "POST", "PUT", "DELETE", "PATCH"],
+    tags=["AssemblyAI EU Pass-through", "pass-through"],
+)
 async def assemblyai_proxy_route(
     endpoint: str,
     request: Request,
     fastapi_response: Response,
     user_api_key_dict: UserAPIKeyAuth = Depends(user_api_key_auth),
 ):
+    from litellm.proxy.pass_through_endpoints.llm_provider_handlers.assembly_passthrough_logging_handler import (
+        AssemblyAIPassthroughLoggingHandler,
+    )
+
     """
     [Docs](https://api.assemblyai.com)
     """
-    base_target_url = "https://api.assemblyai.com"
+    # Set base URL based on the route
+    assembly_region = AssemblyAIPassthroughLoggingHandler._get_assembly_region_from_url(
+        url=str(request.url)
+    )
+    base_target_url = (
+        AssemblyAIPassthroughLoggingHandler._get_assembly_base_url_from_region(
+            region=assembly_region
+        )
+    )
     encoded_endpoint = httpx.URL(endpoint).path
-
     # Ensure endpoint starts with '/' for proper URL construction
     if not encoded_endpoint.startswith("/"):
         encoded_endpoint = "/" + encoded_endpoint
@@ -318,7 +345,10 @@ async def assemblyai_proxy_route(
     updated_url = base_url.copy_with(path=encoded_endpoint)
 
     # Add or update query parameters
-    assemblyai_api_key = litellm.utils.get_secret(secret_name="ASSEMBLYAI_API_KEY")
+    assemblyai_api_key = passthrough_endpoint_router.get_credentials(
+        custom_llm_provider="assemblyai",
+        region_name=assembly_region,
+    )
 
     ## check for streaming
     is_streaming_request = False
@@ -366,7 +396,10 @@ async def azure_proxy_route(
             "Required 'AZURE_API_BASE' in environment to make pass-through calls to Azure."
         )
     # Add or update query parameters
-    azure_api_key = get_secret_str(secret_name="AZURE_API_KEY")
+    azure_api_key = passthrough_endpoint_router.get_credentials(
+        custom_llm_provider="azure",
+        region_name=None,
+    )
     if azure_api_key is None:
         raise Exception(
             "Required 'AZURE_API_KEY' in environment to make pass-through calls to Azure."
@@ -400,7 +433,10 @@ async def openai_proxy_route(
     """
     base_target_url = "https://api.openai.com"
     # Add or update query parameters
-    openai_api_key = get_secret_str(secret_name="OPENAI_API_KEY")
+    openai_api_key = passthrough_endpoint_router.get_credentials(
+        custom_llm_provider="openai",
+        region_name=None,
+    )
     if openai_api_key is None:
         raise Exception(
             "Required 'OPENAI_API_KEY' in environment to make pass-through calls to OpenAI."
diff --git a/litellm/proxy/pass_through_endpoints/llm_provider_handlers/assembly_passthrough_logging_handler.py b/litellm/proxy/pass_through_endpoints/llm_provider_handlers/assembly_passthrough_logging_handler.py
index bf0f0f73a5..7cf3013db0 100644
--- a/litellm/proxy/pass_through_endpoints/llm_provider_handlers/assembly_passthrough_logging_handler.py
+++ b/litellm/proxy/pass_through_endpoints/llm_provider_handlers/assembly_passthrough_logging_handler.py
@@ -1,12 +1,13 @@
 import asyncio
 import json
-import os
 import time
 from datetime import datetime
-from typing import Optional, TypedDict
+from typing import Literal, Optional, TypedDict
+from urllib.parse import urlparse
 
 import httpx
 
+import litellm
 from litellm._logging import verbose_proxy_logger
 from litellm.litellm_core_utils.litellm_logging import Logging as LiteLLMLoggingObj
 from litellm.litellm_core_utils.litellm_logging import (
@@ -18,7 +19,7 @@ from litellm.proxy.pass_through_endpoints.types import PassthroughStandardLoggin
 
 class AssemblyAITranscriptResponse(TypedDict, total=False):
     id: str
-    language_model: str
+    speech_model: str
     acoustic_model: str
     language_code: str
     status: str
@@ -27,7 +28,8 @@ class AssemblyAITranscriptResponse(TypedDict, total=False):
 
 class AssemblyAIPassthroughLoggingHandler:
     def __init__(self):
-        self.assembly_ai_base_url = "https://api.assemblyai.com/v2"
+        self.assembly_ai_base_url = "https://api.assemblyai.com"
+        self.assembly_ai_eu_base_url = "https://eu.assemblyai.com"
         """
         The base URL for the AssemblyAI API
         """
@@ -43,8 +45,6 @@ class AssemblyAIPassthroughLoggingHandler:
         The maximum number of polling attempts for the AssemblyAI API.
         """
 
-        self.assemblyai_api_key = os.environ.get("ASSEMBLYAI_API_KEY")
-
     def assemblyai_passthrough_logging_handler(
         self,
         httpx_response: httpx.Response,
@@ -90,26 +90,32 @@ class AssemblyAIPassthroughLoggingHandler:
         """
         from ..pass_through_endpoints import pass_through_endpoint_logging
 
-        model = response_body.get("model", "")
-        verbose_proxy_logger.debug("response body", json.dumps(response_body, indent=4))
+        model = response_body.get("speech_model", "")
+        verbose_proxy_logger.debug(
+            "response body %s", json.dumps(response_body, indent=4)
+        )
         kwargs["model"] = model
         kwargs["custom_llm_provider"] = "assemblyai"
+        response_cost: Optional[float] = None
 
         transcript_id = response_body.get("id")
         if transcript_id is None:
             raise ValueError(
                 "Transcript ID is required to log the cost of the transcription"
             )
-        transcript_response = self._poll_assembly_for_transcript_response(transcript_id)
+        transcript_response = self._poll_assembly_for_transcript_response(
+            transcript_id=transcript_id, url_route=url_route
+        )
         verbose_proxy_logger.debug(
-            "finished polling assembly for transcript response- got transcript response",
+            "finished polling assembly for transcript response- got transcript response %s",
             json.dumps(transcript_response, indent=4),
         )
         if transcript_response:
-            cost = self.get_cost_for_assembly_transcript(transcript_response)
-            kwargs["response_cost"] = cost
-
-        logging_obj.model_call_details["model"] = logging_obj.model
+            cost = self.get_cost_for_assembly_transcript(
+                speech_model=model,
+                transcript_response=transcript_response,
+            )
+            response_cost = cost
 
         # Make standard logging object for Vertex AI
         standard_logging_object = get_standard_logging_object_payload(
@@ -134,6 +140,10 @@ class AssemblyAIPassthroughLoggingHandler:
         verbose_proxy_logger.debug(
             "standard_logging_object= %s", json.dumps(standard_logging_object, indent=4)
         )
+        logging_obj.model_call_details["model"] = model
+        logging_obj.model_call_details["custom_llm_provider"] = "assemblyai"
+        logging_obj.model_call_details["response_cost"] = response_cost
+
         asyncio.run(
             pass_through_endpoint_logging._handle_logging(
                 logging_obj=logging_obj,
@@ -157,7 +167,11 @@ class AssemblyAIPassthroughLoggingHandler:
             return {}
         return dict(transcript_response)
 
-    def _get_assembly_transcript(self, transcript_id: str) -> Optional[dict]:
+    def _get_assembly_transcript(
+        self,
+        transcript_id: str,
+        request_region: Optional[Literal["eu"]] = None,
+    ) -> Optional[dict]:
         """
         Get the transcript details from AssemblyAI API
 
@@ -167,10 +181,25 @@ class AssemblyAIPassthroughLoggingHandler:
         Returns:
             Optional[dict]: Transcript details if successful, None otherwise
         """
+        from litellm.proxy.pass_through_endpoints.llm_passthrough_endpoints import (
+            passthrough_endpoint_router,
+        )
+
+        _base_url = (
+            self.assembly_ai_eu_base_url
+            if request_region == "eu"
+            else self.assembly_ai_base_url
+        )
+        _api_key = passthrough_endpoint_router.get_credentials(
+            custom_llm_provider="assemblyai",
+            region_name=request_region,
+        )
+        if _api_key is None:
+            raise ValueError("AssemblyAI API key not found")
         try:
-            url = f"{self.assembly_ai_base_url}/transcript/{transcript_id}"
+            url = f"{_base_url}/v2/transcript/{transcript_id}"
             headers = {
-                "Authorization": f"Bearer {self.assemblyai_api_key}",
+                "Authorization": f"Bearer {_api_key}",
                 "Content-Type": "application/json",
             }
 
@@ -179,11 +208,15 @@ class AssemblyAIPassthroughLoggingHandler:
 
             return response.json()
         except Exception as e:
-            verbose_proxy_logger.debug(f"Error getting AssemblyAI transcript: {str(e)}")
+            verbose_proxy_logger.exception(
+                f"[Non blocking logging error] Error getting AssemblyAI transcript: {str(e)}"
+            )
             return None
 
     def _poll_assembly_for_transcript_response(
-        self, transcript_id: str
+        self,
+        transcript_id: str,
+        url_route: Optional[str] = None,
     ) -> Optional[AssemblyAITranscriptResponse]:
         """
         Poll the status of the transcript until it is completed or timeout (30 minutes)
@@ -191,7 +224,12 @@ class AssemblyAIPassthroughLoggingHandler:
         for _ in range(
             self.max_polling_attempts
         ):  # 180 attempts * 10s = 30 minutes max
-            transcript = self._get_assembly_transcript(transcript_id)
+            transcript = self._get_assembly_transcript(
+                request_region=AssemblyAIPassthroughLoggingHandler._get_assembly_region_from_url(
+                    url=url_route
+                ),
+                transcript_id=transcript_id,
+            )
             if transcript is None:
                 return None
             if (
@@ -205,6 +243,7 @@ class AssemblyAIPassthroughLoggingHandler:
     @staticmethod
     def get_cost_for_assembly_transcript(
         transcript_response: AssemblyAITranscriptResponse,
+        speech_model: str,
     ) -> Optional[float]:
         """
         Get the cost for the assembly transcript
@@ -212,7 +251,50 @@ class AssemblyAIPassthroughLoggingHandler:
         _audio_duration = transcript_response.get("audio_duration")
         if _audio_duration is None:
             return None
-        return _audio_duration * 0.0001
+        _cost_per_second = (
+            AssemblyAIPassthroughLoggingHandler.get_cost_per_second_for_assembly_model(
+                speech_model=speech_model
+            )
+        )
+        if _cost_per_second is None:
+            return None
+        return _audio_duration * _cost_per_second
+
+    @staticmethod
+    def get_cost_per_second_for_assembly_model(speech_model: str) -> Optional[float]:
+        """
+        Get the cost per second for the assembly model.
+        Falls back to assemblyai/nano if the specific speech model info cannot be found.
+        """
+        try:
+            # First try with the provided speech model
+            try:
+                model_info = litellm.get_model_info(
+                    model=speech_model,
+                    custom_llm_provider="assemblyai",
+                )
+                if model_info and model_info.get("input_cost_per_second") is not None:
+                    return model_info.get("input_cost_per_second")
+            except Exception:
+                pass  # Continue to fallback if model not found
+
+            # Fallback to assemblyai/nano if speech model info not found
+            try:
+                model_info = litellm.get_model_info(
+                    model="assemblyai/nano",
+                    custom_llm_provider="assemblyai",
+                )
+                if model_info and model_info.get("input_cost_per_second") is not None:
+                    return model_info.get("input_cost_per_second")
+            except Exception:
+                pass
+
+            return None
+        except Exception as e:
+            verbose_proxy_logger.exception(
+                f"[Non blocking logging error] Error getting AssemblyAI model info: {str(e)}"
+            )
+            return None
 
     @staticmethod
     def _should_log_request(request_method: str) -> bool:
@@ -220,3 +302,25 @@ class AssemblyAIPassthroughLoggingHandler:
         only POST transcription jobs are logged. litellm will POLL assembly to wait for the transcription to complete to log the complete response / cost
         """
         return request_method == "POST"
+
+    @staticmethod
+    def _get_assembly_region_from_url(url: Optional[str]) -> Optional[Literal["eu"]]:
+        """
+        Get the region from the URL
+        """
+        if url is None:
+            return None
+        if urlparse(url).hostname == "eu.assemblyai.com":
+            return "eu"
+        return None
+
+    @staticmethod
+    def _get_assembly_base_url_from_region(region: Optional[Literal["eu"]]) -> str:
+        """
+        Get the base URL for the AssemblyAI API
+        if region == "eu", return "https://api.eu.assemblyai.com"
+        else return "https://api.assemblyai.com"
+        """
+        if region == "eu":
+            return "https://api.eu.assemblyai.com"
+        return "https://api.assemblyai.com"
diff --git a/litellm/proxy/pass_through_endpoints/passthrough_endpoint_router.py b/litellm/proxy/pass_through_endpoints/passthrough_endpoint_router.py
new file mode 100644
index 0000000000..adf7d0f30c
--- /dev/null
+++ b/litellm/proxy/pass_through_endpoints/passthrough_endpoint_router.py
@@ -0,0 +1,93 @@
+from typing import Dict, Optional
+
+from litellm._logging import verbose_logger
+from litellm.secret_managers.main import get_secret_str
+
+
+class PassthroughEndpointRouter:
+    """
+    Use this class to Set/Get credentials for pass-through endpoints
+    """
+
+    def __init__(self):
+        self.credentials: Dict[str, str] = {}
+
+    def set_pass_through_credentials(
+        self,
+        custom_llm_provider: str,
+        api_base: Optional[str],
+        api_key: Optional[str],
+    ):
+        """
+        Set credentials for a pass-through endpoint. Used when a user adds a pass-through LLM endpoint on the UI.
+
+        Args:
+            custom_llm_provider: The provider of the pass-through endpoint
+            api_base: The base URL of the pass-through endpoint
+            api_key: The API key for the pass-through endpoint
+        """
+        credential_name = self._get_credential_name_for_provider(
+            custom_llm_provider=custom_llm_provider,
+            region_name=self._get_region_name_from_api_base(
+                api_base=api_base, custom_llm_provider=custom_llm_provider
+            ),
+        )
+        if api_key is None:
+            raise ValueError("api_key is required for setting pass-through credentials")
+        self.credentials[credential_name] = api_key
+
+    def get_credentials(
+        self,
+        custom_llm_provider: str,
+        region_name: Optional[str],
+    ) -> Optional[str]:
+        credential_name = self._get_credential_name_for_provider(
+            custom_llm_provider=custom_llm_provider,
+            region_name=region_name,
+        )
+        verbose_logger.debug(
+            f"Pass-through llm endpoints router, looking for credentials for {credential_name}"
+        )
+        if credential_name in self.credentials:
+            verbose_logger.debug(f"Found credentials for {credential_name}")
+            return self.credentials[credential_name]
+        else:
+            verbose_logger.debug(
+                f"No credentials found for {credential_name}, looking for env variable"
+            )
+            _env_variable_name = (
+                self._get_default_env_variable_name_passthrough_endpoint(
+                    custom_llm_provider=custom_llm_provider,
+                )
+            )
+            return get_secret_str(_env_variable_name)
+
+    def _get_credential_name_for_provider(
+        self,
+        custom_llm_provider: str,
+        region_name: Optional[str],
+    ) -> str:
+        if region_name is None:
+            return f"{custom_llm_provider.upper()}_API_KEY"
+        return f"{custom_llm_provider.upper()}_{region_name.upper()}_API_KEY"
+
+    def _get_region_name_from_api_base(
+        self,
+        custom_llm_provider: str,
+        api_base: Optional[str],
+    ) -> Optional[str]:
+        """
+        Get the region name from the API base.
+
+        Each provider might have a different way of specifying the region in the API base - this is where you can use conditional logic to handle that.
+        """
+        if custom_llm_provider == "assemblyai":
+            if api_base and "eu" in api_base:
+                return "eu"
+        return None
+
+    @staticmethod
+    def _get_default_env_variable_name_passthrough_endpoint(
+        custom_llm_provider: str,
+    ) -> str:
+        return f"{custom_llm_provider.upper()}_API_KEY"
diff --git a/litellm/proxy/proxy_config.yaml b/litellm/proxy/proxy_config.yaml
index 70a926cd03..0d4b9b5f0a 100644
--- a/litellm/proxy/proxy_config.yaml
+++ b/litellm/proxy/proxy_config.yaml
@@ -4,6 +4,12 @@ model_list:
       model: openai/my-fake-model
       api_key: my-fake-key
       api_base: https://exampleopenaiendpoint-production.up.railway.app/
+
+
 general_settings:
   store_model_in_db: true
 
+
+litellm_settings:
+  callbacks: ["gcs_bucket"]
+
diff --git a/litellm/proxy/proxy_server.py b/litellm/proxy/proxy_server.py
index 893f011dd5..01c85c45c0 100644
--- a/litellm/proxy/proxy_server.py
+++ b/litellm/proxy/proxy_server.py
@@ -196,6 +196,9 @@ from litellm.proxy.management_endpoints.key_management_endpoints import (
 from litellm.proxy.management_endpoints.key_management_endpoints import (
     router as key_management_router,
 )
+from litellm.proxy.management_endpoints.model_management_endpoints import (
+    router as model_management_router,
+)
 from litellm.proxy.management_endpoints.organization_endpoints import (
     router as organization_router,
 )
@@ -1631,7 +1634,7 @@ class ProxyConfig:
         self,
         cache_params: dict,
     ):
-        global redis_usage_cache
+        global redis_usage_cache, llm_router
         from litellm import Cache
 
         if "default_in_memory_ttl" in cache_params:
@@ -1646,6 +1649,10 @@ class ProxyConfig:
             ## INIT PROXY REDIS USAGE CLIENT ##
             redis_usage_cache = litellm.cache.cache
 
+            ## INIT ROUTER REDIS CACHE ##
+            if llm_router is not None:
+                llm_router._update_redis_cache(cache=redis_usage_cache)
+
     async def get_config(self, config_file_path: Optional[str] = None) -> dict:
         """
         Load config file
@@ -6038,6 +6045,11 @@ async def update_model(
     model_params: updateDeployment,
     user_api_key_dict: UserAPIKeyAuth = Depends(user_api_key_auth),
 ):
+    """
+    Old endpoint for model update. Makes a PUT request.
+
+    Use `/model/{model_id}/update` to PATCH the stored model in db.
+    """
     global llm_router, llm_model_list, general_settings, user_config_file_path, proxy_config, prisma_client, master_key, store_model_in_db, proxy_logging_obj
     try:
         import base64
@@ -8920,3 +8932,4 @@ app.include_router(ui_crud_endpoints_router)
 app.include_router(openai_files_router)
 app.include_router(team_callback_router)
 app.include_router(budget_management_router)
+app.include_router(model_management_router)
diff --git a/litellm/proxy/route_llm_request.py b/litellm/proxy/route_llm_request.py
index 1ff211c20c..6102a26b23 100644
--- a/litellm/proxy/route_llm_request.py
+++ b/litellm/proxy/route_llm_request.py
@@ -58,7 +58,9 @@ async def route_request(
     elif "user_config" in data:
         router_config = data.pop("user_config")
         user_router = litellm.Router(**router_config)
-        return getattr(user_router, f"{route_type}")(**data)
+        ret_val = getattr(user_router, f"{route_type}")(**data)
+        user_router.discard()
+        return ret_val
 
     elif (
         route_type == "acompletion"
diff --git a/litellm/proxy/schema.prisma b/litellm/proxy/schema.prisma
index df337c94d0..a09ef97009 100644
--- a/litellm/proxy/schema.prisma
+++ b/litellm/proxy/schema.prisma
@@ -56,6 +56,7 @@ model LiteLLM_OrganizationTable {
     litellm_budget_table LiteLLM_BudgetTable?   @relation(fields: [budget_id], references: [budget_id])
     teams LiteLLM_TeamTable[] 
     users LiteLLM_UserTable[]
+    keys LiteLLM_VerificationToken[]
     members LiteLLM_OrganizationMembership[] @relation("OrganizationToMembership")
 }
 
@@ -158,9 +159,11 @@ model LiteLLM_VerificationToken {
     model_spend      Json @default("{}")
     model_max_budget Json @default("{}")
     budget_id String?
+    organization_id String?
     created_at      DateTime?               @default(now()) @map("created_at")
     updated_at      DateTime?               @default(now()) @updatedAt @map("updated_at")
     litellm_budget_table LiteLLM_BudgetTable?   @relation(fields: [budget_id], references: [budget_id])
+    litellm_organization_table LiteLLM_OrganizationTable?   @relation(fields: [organization_id], references: [organization_id])
 }
 
 model LiteLLM_EndUserTable {
diff --git a/litellm/proxy/spend_tracking/spend_management_endpoints.py b/litellm/proxy/spend_tracking/spend_management_endpoints.py
index 00497c5f45..de540e1226 100644
--- a/litellm/proxy/spend_tracking/spend_management_endpoints.py
+++ b/litellm/proxy/spend_tracking/spend_management_endpoints.py
@@ -2,6 +2,7 @@
 import collections
 import os
 from datetime import datetime, timedelta, timezone
+from functools import lru_cache
 from typing import TYPE_CHECKING, Any, List, Optional
 
 import fastapi
@@ -1759,6 +1760,56 @@ async def ui_view_spend_logs(  # noqa: PLR0915
         raise handle_exception_on_proxy(e)
 
 
+@lru_cache(maxsize=128)
+@router.get(
+    "/spend/logs/ui/{request_id}",
+    tags=["Budget & Spend Tracking"],
+    dependencies=[Depends(user_api_key_auth)],
+    include_in_schema=False,
+)
+async def ui_view_request_response_for_request_id(
+    request_id: str,
+    start_date: Optional[str] = fastapi.Query(
+        default=None,
+        description="Time from which to start viewing key spend",
+    ),
+    end_date: Optional[str] = fastapi.Query(
+        default=None,
+        description="Time till which to view key spend",
+    ),
+):
+    """
+    View request / response for a specific request_id
+
+    - goes through all callbacks, checks if any of them have a @property -> has_request_response_payload
+    - if so, it will return the request and response payload
+    """
+    custom_loggers = (
+        litellm.logging_callback_manager.get_active_additional_logging_utils_from_custom_logger()
+    )
+    start_date_obj: Optional[datetime] = None
+    end_date_obj: Optional[datetime] = None
+    if start_date is not None:
+        start_date_obj = datetime.strptime(start_date, "%Y-%m-%d %H:%M:%S").replace(
+            tzinfo=timezone.utc
+        )
+    if end_date is not None:
+        end_date_obj = datetime.strptime(end_date, "%Y-%m-%d %H:%M:%S").replace(
+            tzinfo=timezone.utc
+        )
+
+    for custom_logger in custom_loggers:
+        payload = await custom_logger.get_request_response_payload(
+            request_id=request_id,
+            start_time_utc=start_date_obj,
+            end_time_utc=end_date_obj,
+        )
+        if payload is not None:
+            return payload
+
+    return None
+
+
 @router.get(
     "/spend/logs",
     tags=["Budget & Spend Tracking"],
diff --git a/litellm/proxy/spend_tracking/spend_tracking_utils.py b/litellm/proxy/spend_tracking/spend_tracking_utils.py
index ccf0836e05..f12220766b 100644
--- a/litellm/proxy/spend_tracking/spend_tracking_utils.py
+++ b/litellm/proxy/spend_tracking/spend_tracking_utils.py
@@ -3,7 +3,7 @@ import secrets
 from datetime import datetime
 from datetime import datetime as dt
 from datetime import timezone
-from typing import Optional, cast
+from typing import List, Optional, cast
 
 from pydantic import BaseModel
 
@@ -32,7 +32,9 @@ def _is_master_key(api_key: str, _master_key: Optional[str]) -> bool:
     return False
 
 
-def _get_spend_logs_metadata(metadata: Optional[dict]) -> SpendLogsMetadata:
+def _get_spend_logs_metadata(
+    metadata: Optional[dict], applied_guardrails: Optional[List[str]] = None
+) -> SpendLogsMetadata:
     if metadata is None:
         return SpendLogsMetadata(
             user_api_key=None,
@@ -44,8 +46,9 @@ def _get_spend_logs_metadata(metadata: Optional[dict]) -> SpendLogsMetadata:
             spend_logs_metadata=None,
             requester_ip_address=None,
             additional_usage_values=None,
+            applied_guardrails=None,
         )
-    verbose_proxy_logger.debug(
+    verbose_proxy_logger.info(
         "getting payload for SpendLogs, available keys in metadata: "
         + str(list(metadata.keys()))
     )
@@ -58,6 +61,8 @@ def _get_spend_logs_metadata(metadata: Optional[dict]) -> SpendLogsMetadata:
             if key in metadata
         }
     )
+    clean_metadata["applied_guardrails"] = applied_guardrails
+
     return clean_metadata
 
 
@@ -130,7 +135,14 @@ def get_logging_payload(  # noqa: PLR0915
     _model_group = metadata.get("model_group", "")
 
     # clean up litellm metadata
-    clean_metadata = _get_spend_logs_metadata(metadata)
+    clean_metadata = _get_spend_logs_metadata(
+        metadata,
+        applied_guardrails=(
+            standard_logging_payload["metadata"].get("applied_guardrails", None)
+            if standard_logging_payload is not None
+            else None
+        ),
+    )
 
     special_usage_fields = ["completion_tokens", "prompt_tokens", "total_tokens"]
     additional_usage_values = {}
diff --git a/litellm/proxy/utils.py b/litellm/proxy/utils.py
index b43d6becbc..afd211aa95 100644
--- a/litellm/proxy/utils.py
+++ b/litellm/proxy/utils.py
@@ -1417,7 +1417,8 @@ class PrismaClient:
                     if key_val is None:
                         key_val = {"user_id": user_id}
                     response = await self.db.litellm_usertable.find_unique(  # type: ignore
-                        where=key_val  # type: ignore
+                        where=key_val,  # type: ignore
+                        include={"organization_memberships": True},
                     )
                 elif query_type == "find_all" and key_val is not None:
                     response = await self.db.litellm_usertable.find_many(
diff --git a/litellm/router.py b/litellm/router.py
index faa7cd4a6b..bdac540f1a 100644
--- a/litellm/router.py
+++ b/litellm/router.py
@@ -573,6 +573,36 @@ class Router:
             litellm.amoderation, call_type="moderation"
         )
 
+
+    def discard(self):
+        """
+        Pseudo-destructor to be invoked to clean up global data structures when router is no longer used.
+        For now, unhook router's callbacks from all lists
+        """
+        litellm.logging_callback_manager.remove_callback_from_list_by_object(litellm._async_success_callback, self)
+        litellm.logging_callback_manager.remove_callback_from_list_by_object(litellm.success_callback, self)
+        litellm.logging_callback_manager.remove_callback_from_list_by_object(litellm._async_failure_callback, self)
+        litellm.logging_callback_manager.remove_callback_from_list_by_object(litellm.failure_callback, self)
+        litellm.logging_callback_manager.remove_callback_from_list_by_object(litellm.input_callback, self)
+        litellm.logging_callback_manager.remove_callback_from_list_by_object(litellm.service_callback, self)
+        litellm.logging_callback_manager.remove_callback_from_list_by_object(litellm.callbacks, self)
+
+
+    def _update_redis_cache(self, cache: RedisCache):
+        """
+        Update the redis cache for the router, if none set.
+
+        Allows proxy user to just do
+        ```yaml
+        litellm_settings:
+            cache: true
+        ```
+        and caching to just work.
+        """
+        if self.cache.redis_cache is None:
+            self.cache.redis_cache = cache
+
+
     def initialize_assistants_endpoint(self):
         ## INITIALIZE PASS THROUGH ASSISTANTS ENDPOINT ##
         self.acreate_assistants = self.factory_function(litellm.acreate_assistants)
@@ -3699,8 +3729,9 @@ class Router:
 
         Else, original response is returned.
         """
-        if response.choices[0].finish_reason != "content_filter":
-            return False
+        if response.choices and len(response.choices) > 0:
+            if response.choices[0].finish_reason != "content_filter":
+                return False
 
         content_policy_fallbacks = kwargs.get(
             "content_policy_fallbacks", self.content_policy_fallbacks
@@ -4179,8 +4210,14 @@ class Router:
                     vertex_credentials=deployment.litellm_params.vertex_credentials,
                 )
             else:
-                verbose_router_logger.error(
-                    f"Unsupported provider - {custom_llm_provider} for pass-through endpoints"
+                from litellm.proxy.pass_through_endpoints.llm_passthrough_endpoints import (
+                    passthrough_endpoint_router,
+                )
+
+                passthrough_endpoint_router.set_pass_through_credentials(
+                    custom_llm_provider=custom_llm_provider,
+                    api_base=deployment.litellm_params.api_base,
+                    api_key=deployment.litellm_params.api_key,
                 )
             pass
         pass
diff --git a/litellm/types/guardrails.py b/litellm/types/guardrails.py
index 4f72a39b92..b7018fe29f 100644
--- a/litellm/types/guardrails.py
+++ b/litellm/types/guardrails.py
@@ -1,7 +1,7 @@
 from enum import Enum
-from typing import Any, Dict, List, Literal, Optional, TypedDict
+from typing import Any, Dict, List, Literal, Optional, TypedDict, Union
 
-from pydantic import BaseModel, ConfigDict
+from pydantic import BaseModel, ConfigDict, Field, SecretStr
 from typing_extensions import Required, TypedDict
 
 """
@@ -83,7 +83,7 @@ class LakeraCategoryThresholds(TypedDict, total=False):
 class LitellmParams(TypedDict):
     guardrail: str
     mode: str
-    api_key: str
+    api_key: Optional[str]
     api_base: Optional[str]
 
     # Lakera specific params
@@ -140,9 +140,28 @@ class DynamicGuardrailParams(TypedDict):
     extra_body: Dict[str, Any]
 
 
+class GuardrailLiteLLMParamsResponse(BaseModel):
+    """The returned LiteLLM Params object for /guardrails/list"""
+
+    guardrail: str
+    mode: Union[str, List[str]]
+    default_on: bool = Field(default=False)
+
+    def __init__(self, **kwargs):
+        default_on = kwargs.get("default_on")
+        if default_on is None:
+            default_on = False
+
+        super().__init__(**kwargs)
+
+
 class GuardrailInfoResponse(BaseModel):
-    guardrail_name: Optional[str]
-    guardrail_info: Optional[Dict]  # This will contain all other fields
+    guardrail_name: str
+    litellm_params: GuardrailLiteLLMParamsResponse
+    guardrail_info: Optional[Dict]
+
+    def __init__(self, **kwargs):
+        super().__init__(**kwargs)
 
 
 class ListGuardrailsResponse(BaseModel):
diff --git a/litellm/types/integrations/prometheus.py b/litellm/types/integrations/prometheus.py
index 4302f812e0..8fdcce4cbb 100644
--- a/litellm/types/integrations/prometheus.py
+++ b/litellm/types/integrations/prometheus.py
@@ -54,6 +54,7 @@ LATENCY_BUCKETS = (
 class UserAPIKeyLabelNames(Enum):
     END_USER = "end_user"
     USER = "user"
+    USER_EMAIL = "user_email"
     API_KEY_HASH = "hashed_api_key"
     API_KEY_ALIAS = "api_key_alias"
     TEAM = "team"
@@ -123,6 +124,7 @@ class PrometheusMetricLabels:
         UserAPIKeyLabelNames.TEAM_ALIAS.value,
         UserAPIKeyLabelNames.USER.value,
         UserAPIKeyLabelNames.STATUS_CODE.value,
+        UserAPIKeyLabelNames.USER_EMAIL.value,
     ]
 
     litellm_proxy_failed_requests_metric = [
@@ -156,6 +158,7 @@ class PrometheusMetricLabels:
         UserAPIKeyLabelNames.TEAM.value,
         UserAPIKeyLabelNames.TEAM_ALIAS.value,
         UserAPIKeyLabelNames.USER.value,
+        UserAPIKeyLabelNames.USER_EMAIL.value,
     ]
 
     litellm_input_tokens_metric = [
@@ -240,6 +243,9 @@ class UserAPIKeyLabelValues(BaseModel):
     user: Annotated[
         Optional[str], Field(..., alias=UserAPIKeyLabelNames.USER.value)
     ] = None
+    user_email: Annotated[
+        Optional[str], Field(..., alias=UserAPIKeyLabelNames.USER_EMAIL.value)
+    ] = None
     hashed_api_key: Annotated[
         Optional[str], Field(..., alias=UserAPIKeyLabelNames.API_KEY_HASH.value)
     ] = None
diff --git a/litellm/types/llms/anthropic.py b/litellm/types/llms/anthropic.py
index 71b9161eb4..0fe082dccc 100644
--- a/litellm/types/llms/anthropic.py
+++ b/litellm/types/llms/anthropic.py
@@ -92,10 +92,17 @@ class AnthropicMessagesImageParam(TypedDict, total=False):
     cache_control: Optional[Union[dict, ChatCompletionCachedContent]]
 
 
+class CitationsObject(TypedDict):
+    enabled: bool
+
+
 class AnthropicMessagesDocumentParam(TypedDict, total=False):
     type: Required[Literal["document"]]
     source: Required[AnthropicContentParamSource]
     cache_control: Optional[Union[dict, ChatCompletionCachedContent]]
+    title: str
+    context: str
+    citations: Optional[CitationsObject]
 
 
 class AnthropicMessagesToolResultContent(TypedDict):
@@ -173,6 +180,11 @@ class ContentTextBlockDelta(TypedDict):
     text: str
 
 
+class ContentCitationsBlockDelta(TypedDict):
+    type: Literal["citations"]
+    citation: dict
+
+
 class ContentJsonBlockDelta(TypedDict):
     """
     "delta": {"type": "input_json_delta","partial_json": "{\"location\": \"San Fra"}}
@@ -185,7 +197,9 @@ class ContentJsonBlockDelta(TypedDict):
 class ContentBlockDelta(TypedDict):
     type: Literal["content_block_delta"]
     index: int
-    delta: Union[ContentTextBlockDelta, ContentJsonBlockDelta]
+    delta: Union[
+        ContentTextBlockDelta, ContentJsonBlockDelta, ContentCitationsBlockDelta
+    ]
 
 
 class ContentBlockStop(TypedDict):
diff --git a/litellm/types/llms/bedrock.py b/litellm/types/llms/bedrock.py
index cc3a27cda7..70b5769185 100644
--- a/litellm/types/llms/bedrock.py
+++ b/litellm/types/llms/bedrock.py
@@ -184,6 +184,18 @@ class RequestObject(CommonRequestObject, total=False):
     messages: Required[List[MessageBlock]]
 
 
+class BedrockInvokeNovaRequest(TypedDict, total=False):
+    """
+    Request object for sending `nova` requests to `/bedrock/invoke/`
+    """
+
+    messages: List[MessageBlock]
+    inferenceConfig: InferenceConfig
+    system: List[SystemContentBlock]
+    toolConfig: ToolConfigBlock
+    guardrailConfig: Optional[GuardrailConfigBlock]
+
+
 class GenericStreamingChunk(TypedDict):
     text: Required[str]
     tool_use: Optional[ChatCompletionToolCallChunk]
diff --git a/litellm/types/llms/openai.py b/litellm/types/llms/openai.py
index 66ed97540b..a0a3350a47 100644
--- a/litellm/types/llms/openai.py
+++ b/litellm/types/llms/openai.py
@@ -382,10 +382,29 @@ class ChatCompletionAudioObject(ChatCompletionContentPartInputAudioParam):
     pass
 
 
+class DocumentObject(TypedDict):
+    type: Literal["text"]
+    media_type: str
+    data: str
+
+
+class CitationsObject(TypedDict):
+    enabled: bool
+
+
+class ChatCompletionDocumentObject(TypedDict):
+    type: Literal["document"]
+    source: DocumentObject
+    title: str
+    context: str
+    citations: Optional[CitationsObject]
+
+
 OpenAIMessageContentListBlock = Union[
     ChatCompletionTextObject,
     ChatCompletionImageObject,
     ChatCompletionAudioObject,
+    ChatCompletionDocumentObject,
 ]
 
 OpenAIMessageContent = Union[
@@ -460,6 +479,7 @@ ValidUserMessageContentTypes = [
     "text",
     "image_url",
     "input_audio",
+    "document",
 ]  # used for validating user messages. Prevent users from accidentally sending anthropic messages.
 
 AllMessageValues = Union[
diff --git a/litellm/types/utils.py b/litellm/types/utils.py
index a2e5448dd1..d884b98448 100644
--- a/litellm/types/utils.py
+++ b/litellm/types/utils.py
@@ -551,6 +551,7 @@ class Delta(OpenAIObject):
     ):
         super(Delta, self).__init__(**params)
         provider_specific_fields: Dict[str, Any] = {}
+
         if "reasoning_content" in params:
             provider_specific_fields["reasoning_content"] = params["reasoning_content"]
             setattr(self, "reasoning_content", params["reasoning_content"])
@@ -1503,6 +1504,7 @@ class StandardLoggingUserAPIKeyMetadata(TypedDict):
     user_api_key_org_id: Optional[str]
     user_api_key_team_id: Optional[str]
     user_api_key_user_id: Optional[str]
+    user_api_key_user_email: Optional[str]
     user_api_key_team_alias: Optional[str]
     user_api_key_end_user_id: Optional[str]
 
@@ -1524,6 +1526,7 @@ class StandardLoggingMetadata(StandardLoggingUserAPIKeyMetadata):
     requester_ip_address: Optional[str]
     requester_metadata: Optional[dict]
     prompt_management_metadata: Optional[StandardLoggingPromptManagementMetadata]
+    applied_guardrails: Optional[List[str]]
 
 
 class StandardLoggingAdditionalHeaders(TypedDict, total=False):
@@ -1870,6 +1873,7 @@ class LlmProviders(str, Enum):
     LANGFUSE = "langfuse"
     HUMANLOOP = "humanloop"
     TOPAZ = "topaz"
+    ASSEMBLYAI = "assemblyai"
 
 
 # Create a set of all provider values for quick lookup
diff --git a/litellm/utils.py b/litellm/utils.py
index 7e66ad2b22..dbefc90dc6 100644
--- a/litellm/utils.py
+++ b/litellm/utils.py
@@ -60,6 +60,7 @@ import litellm.litellm_core_utils.json_validation_rule
 from litellm.caching._internal_lru_cache import lru_cache_wrapper
 from litellm.caching.caching import DualCache
 from litellm.caching.caching_handler import CachingHandlerResponse, LLMCachingHandler
+from litellm.integrations.custom_guardrail import CustomGuardrail
 from litellm.integrations.custom_logger import CustomLogger
 from litellm.litellm_core_utils.core_helpers import (
     map_finish_reason,
@@ -86,6 +87,7 @@ from litellm.litellm_core_utils.llm_request_utils import _ensure_extra_body_is_s
 from litellm.litellm_core_utils.llm_response_utils.convert_dict_to_response import (
     LiteLLMResponseObjectHandler,
     _handle_invalid_parallel_tool_calls,
+    _parse_content_for_reasoning,
     convert_to_model_response_object,
     convert_to_streaming_response,
     convert_to_streaming_response_async,
@@ -110,6 +112,7 @@ from litellm.litellm_core_utils.token_counter import (
     calculate_img_tokens,
     get_modified_max_tokens,
 )
+from litellm.llms.bedrock.common_utils import BedrockModelInfo
 from litellm.llms.custom_httpx.http_handler import AsyncHTTPHandler, HTTPHandler
 from litellm.router_utils.get_retry_from_policy import (
     get_num_retries_from_retry_policy,
@@ -416,6 +419,35 @@ def _custom_logger_class_exists_in_failure_callbacks(
     )
 
 
+def get_request_guardrails(kwargs: Dict[str, Any]) -> List[str]:
+    """
+    Get the request guardrails from the kwargs
+    """
+    metadata = kwargs.get("metadata") or {}
+    requester_metadata = metadata.get("requester_metadata") or {}
+    applied_guardrails = requester_metadata.get("guardrails") or []
+    return applied_guardrails
+
+
+def get_applied_guardrails(kwargs: Dict[str, Any]) -> List[str]:
+    """
+    - Add 'default_on' guardrails to the list
+    - Add request guardrails to the list
+    """
+
+    request_guardrails = get_request_guardrails(kwargs)
+    applied_guardrails = []
+    for callback in litellm.callbacks:
+        if callback is not None and isinstance(callback, CustomGuardrail):
+            if callback.guardrail_name is not None:
+                if callback.default_on is True:
+                    applied_guardrails.append(callback.guardrail_name)
+                elif callback.guardrail_name in request_guardrails:
+                    applied_guardrails.append(callback.guardrail_name)
+
+    return applied_guardrails
+
+
 def function_setup(  # noqa: PLR0915
     original_function: str, rules_obj, start_time, *args, **kwargs
 ):  # just run once to check if user wants to send their data anywhere - PostHog/Sentry/Slack/etc.
@@ -434,6 +466,9 @@ def function_setup(  # noqa: PLR0915
         ## CUSTOM LLM SETUP ##
         custom_llm_setup()
 
+        ## GET APPLIED GUARDRAILS
+        applied_guardrails = get_applied_guardrails(kwargs)
+
         ## LOGGING SETUP
         function_id: Optional[str] = kwargs["id"] if "id" in kwargs else None
 
@@ -675,6 +710,7 @@ def function_setup(  # noqa: PLR0915
             dynamic_async_success_callbacks=dynamic_async_success_callbacks,
             dynamic_async_failure_callbacks=dynamic_async_failure_callbacks,
             kwargs=kwargs,
+            applied_guardrails=applied_guardrails,
         )
 
         ## check if metadata is passed in
@@ -1785,7 +1821,10 @@ def token_counter(
                     for tool_call in message["tool_calls"]:
                         if "function" in tool_call:
                             function_arguments = tool_call["function"]["arguments"]
-                            text += function_arguments
+                            text = (
+                                text if isinstance(text, str) else "".join(text or [])
+                            ) + (str(function_arguments) if function_arguments else "")
+
         else:
             raise ValueError("text and messages cannot both be None")
     elif isinstance(text, List):
@@ -3185,8 +3224,8 @@ def get_optional_params(  # noqa: PLR0915
             ),
         )
     elif custom_llm_provider == "bedrock":
-        base_model = litellm.AmazonConverseConfig()._get_base_model(model)
-        if base_model in litellm.bedrock_converse_models:
+        bedrock_route = BedrockModelInfo.get_bedrock_route(model)
+        if bedrock_route == "converse" or bedrock_route == "converse_like":
             optional_params = litellm.AmazonConverseConfig().map_openai_params(
                 model=model,
                 non_default_params=non_default_params,
@@ -3199,15 +3238,20 @@ def get_optional_params(  # noqa: PLR0915
                 messages=messages,
             )
 
-        elif "anthropic" in model:
-            if "aws_bedrock_client" in passed_params:  # deprecated boto3.invoke route.
-                if model.startswith("anthropic.claude-3"):
-                    optional_params = (
-                        litellm.AmazonAnthropicClaude3Config().map_openai_params(
-                            non_default_params=non_default_params,
-                            optional_params=optional_params,
-                        )
+        elif "anthropic" in model and bedrock_route == "invoke":
+            if model.startswith("anthropic.claude-3"):
+                optional_params = (
+                    litellm.AmazonAnthropicClaude3Config().map_openai_params(
+                        non_default_params=non_default_params,
+                        optional_params=optional_params,
+                        model=model,
+                        drop_params=(
+                            drop_params
+                            if drop_params is not None and isinstance(drop_params, bool)
+                            else False
+                        ),
                     )
+                )
             else:
                 optional_params = litellm.AmazonAnthropicConfig().map_openai_params(
                     non_default_params=non_default_params,
@@ -3968,8 +4012,16 @@ def _strip_stable_vertex_version(model_name) -> str:
     return re.sub(r"-\d+$", "", model_name)
 
 
-def _strip_bedrock_region(model_name) -> str:
-    return litellm.AmazonConverseConfig()._get_base_model(model_name)
+def _get_base_bedrock_model(model_name) -> str:
+    """
+    Get the base model from the given model name.
+
+    Handle model names like - "us.meta.llama3-2-11b-instruct-v1:0" -> "meta.llama3-2-11b-instruct-v1"
+    AND "meta.llama3-2-11b-instruct-v1:0" -> "meta.llama3-2-11b-instruct-v1"
+    """
+    from litellm.llms.bedrock.common_utils import BedrockModelInfo
+
+    return BedrockModelInfo.get_base_model(model_name)
 
 
 def _strip_openai_finetune_model_name(model_name: str) -> str:
@@ -3990,8 +4042,8 @@ def _strip_openai_finetune_model_name(model_name: str) -> str:
 
 def _strip_model_name(model: str, custom_llm_provider: Optional[str]) -> str:
     if custom_llm_provider and custom_llm_provider == "bedrock":
-        strip_bedrock_region = _strip_bedrock_region(model_name=model)
-        return strip_bedrock_region
+        stripped_bedrock_model = _get_base_bedrock_model(model_name=model)
+        return stripped_bedrock_model
     elif custom_llm_provider and (
         custom_llm_provider == "vertex_ai" or custom_llm_provider == "gemini"
     ):
@@ -5884,6 +5936,10 @@ def validate_chat_completion_user_messages(messages: List[AllMessageValues]):
                                 if item.get("type") not in ValidUserMessageContentTypes:
                                     raise Exception("invalid content type")
         except Exception as e:
+            if isinstance(e, KeyError):
+                raise Exception(
+                    f"Invalid message={m} at index {idx}. Please ensure all messages are valid OpenAI chat completion messages."
+                )
             if "invalid content type" in str(e):
                 raise Exception(
                     f"Invalid user message={m} at index {idx}. Please ensure all user messages are valid OpenAI chat completion messages."
@@ -6058,24 +6114,23 @@ class ProviderConfigManager:
         elif litellm.LlmProviders.PETALS == provider:
             return litellm.PetalsConfig()
         elif litellm.LlmProviders.BEDROCK == provider:
-            base_model = litellm.AmazonConverseConfig()._get_base_model(model)
-            bedrock_provider = litellm.BedrockLLM.get_bedrock_invoke_provider(model)
-            if (
-                base_model in litellm.bedrock_converse_models
-                or "converse_like" in model
-            ):
+            bedrock_route = BedrockModelInfo.get_bedrock_route(model)
+            bedrock_invoke_provider = litellm.BedrockLLM.get_bedrock_invoke_provider(
+                model
+            )
+            if bedrock_route == "converse" or bedrock_route == "converse_like":
                 return litellm.AmazonConverseConfig()
-            elif bedrock_provider == "amazon":  # amazon titan llms
+            elif bedrock_invoke_provider == "amazon":  # amazon titan llms
                 return litellm.AmazonTitanConfig()
             elif (
-                bedrock_provider == "meta" or bedrock_provider == "llama"
+                bedrock_invoke_provider == "meta" or bedrock_invoke_provider == "llama"
             ):  # amazon / meta llms
                 return litellm.AmazonLlamaConfig()
-            elif bedrock_provider == "ai21":  # ai21 llms
+            elif bedrock_invoke_provider == "ai21":  # ai21 llms
                 return litellm.AmazonAI21Config()
-            elif bedrock_provider == "cohere":  # cohere models on bedrock
+            elif bedrock_invoke_provider == "cohere":  # cohere models on bedrock
                 return litellm.AmazonCohereConfig()
-            elif bedrock_provider == "mistral":  # mistral models on bedrock
+            elif bedrock_invoke_provider == "mistral":  # mistral models on bedrock
                 return litellm.AmazonMistralConfig()
             else:
                 return litellm.AmazonInvokeConfig()
diff --git a/model_prices_and_context_window.json b/model_prices_and_context_window.json
index 71650cd42a..612e5ad1a1 100644
--- a/model_prices_and_context_window.json
+++ b/model_prices_and_context_window.json
@@ -1069,6 +1069,21 @@
         "supports_prompt_caching": true,
         "supports_tool_choice": true
     },
+    "azure/o1-2024-12-17": {
+        "max_tokens": 100000,
+        "max_input_tokens": 200000,
+        "max_output_tokens": 100000,
+        "input_cost_per_token": 0.000015,
+        "output_cost_per_token": 0.000060,
+        "cache_read_input_token_cost": 0.0000075,
+        "litellm_provider": "azure",
+        "mode": "chat",
+        "supports_function_calling": true,
+        "supports_parallel_function_calling": true,
+        "supports_vision": true,
+        "supports_prompt_caching": true,
+        "supports_tool_choice": true
+    },
     "azure/o1-preview": {
         "max_tokens": 32768,
         "max_input_tokens": 128000,
@@ -1397,6 +1412,19 @@
         "deprecation_date": "2025-03-31",
         "supports_tool_choice": true
     },
+    "azure/gpt-3.5-turbo-0125": {
+        "max_tokens": 4096,
+        "max_input_tokens": 16384,
+        "max_output_tokens": 4096,
+        "input_cost_per_token": 0.0000005,
+        "output_cost_per_token": 0.0000015,
+        "litellm_provider": "azure",
+        "mode": "chat",
+        "supports_function_calling": true,
+        "supports_parallel_function_calling": true,
+        "deprecation_date": "2025-03-31",
+        "supports_tool_choice": true
+    },
     "azure/gpt-35-turbo-16k": {
         "max_tokens": 4096,
         "max_input_tokens": 16385,
@@ -1418,6 +1446,17 @@
         "supports_function_calling": true,
         "supports_tool_choice": true
     },
+    "azure/gpt-3.5-turbo": {
+        "max_tokens": 4096,
+        "max_input_tokens": 4097,
+        "max_output_tokens": 4096,
+        "input_cost_per_token": 0.0000005,
+        "output_cost_per_token": 0.0000015,
+        "litellm_provider": "azure",
+        "mode": "chat",
+        "supports_function_calling": true,
+        "supports_tool_choice": true
+    },
     "azure/gpt-3.5-turbo-instruct-0914": {
         "max_tokens": 4097,
         "max_input_tokens": 4097,
@@ -2174,11 +2213,11 @@
         "max_tokens": 8192,
         "max_input_tokens": 65536,
         "max_output_tokens": 8192,
-        "input_cost_per_token": 0.00000014,
-        "input_cost_per_token_cache_hit": 0.000000014,
-        "cache_read_input_token_cost": 0.000000014,
+        "input_cost_per_token": 0.00000027,
+        "input_cost_per_token_cache_hit": 0.00000007,
+        "cache_read_input_token_cost": 0.00000007,
         "cache_creation_input_token_cost": 0.0,
-        "output_cost_per_token": 0.00000028,
+        "output_cost_per_token": 0.0000011,
         "litellm_provider": "deepseek",
         "mode": "chat",
         "supports_function_calling": true, 
@@ -3650,9 +3689,34 @@
         "supports_vision": true,
         "supports_response_schema": true,
         "supports_audio_output": true,
-        "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#gemini-2.0-flash",
+        "source": "https://cloud.google.com/vertex-ai/generative-ai/pricing",
         "supports_tool_choice": true
     },
+    "gemini/gemini-2.0-flash": {
+        "max_tokens": 8192,
+        "max_input_tokens": 1048576,
+        "max_output_tokens": 8192,
+        "max_images_per_prompt": 3000,
+        "max_videos_per_prompt": 10,
+        "max_video_length": 1,
+        "max_audio_length_hours": 8.4,
+        "max_audio_per_prompt": 1,
+        "max_pdf_size_mb": 30,
+        "input_cost_per_audio_token": 0.0000007,
+        "input_cost_per_token": 0.0000001,
+        "output_cost_per_token": 0.0000004,
+        "litellm_provider": "gemini",
+        "mode": "chat",
+        "rpm": 10000,
+        "tpm": 10000000,
+        "supports_system_messages": true,
+        "supports_function_calling": true,
+        "supports_vision": true,
+        "supports_response_schema": true,
+        "supports_audio_output": true,
+        "supports_tool_choice": true,
+        "source": "https://ai.google.dev/pricing#2_0flash"
+    },
     "gemini-2.0-flash-001": {
         "max_tokens": 8192,
         "max_input_tokens": 1048576,
@@ -3663,9 +3727,9 @@
         "max_audio_length_hours": 8.4,
         "max_audio_per_prompt": 1,
         "max_pdf_size_mb": 30,
-        "input_cost_per_audio_token": 0.001,
-        "input_cost_per_token": 0.00015,
-        "output_cost_per_token": 0.0006,
+        "input_cost_per_audio_token": 0.000001,
+        "input_cost_per_token": 0.00000015,
+        "output_cost_per_token": 0.0000006,
         "litellm_provider": "vertex_ai-language-models",
         "mode": "chat",
         "supports_system_messages": true,
@@ -3674,7 +3738,7 @@
         "supports_response_schema": true,
         "supports_audio_output": true,
         "supports_tool_choice": true,
-        "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#gemini-2.0-flash"
+        "source": "https://cloud.google.com/vertex-ai/generative-ai/pricing"
     },
     "gemini-2.0-flash-thinking-exp": {
         "max_tokens": 8192,
@@ -3744,6 +3808,31 @@
         "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#gemini-2.0-flash",
         "supports_tool_choice": true
     },
+    "gemini/gemini-2.0-flash-001": {
+        "max_tokens": 8192,
+        "max_input_tokens": 1048576,
+        "max_output_tokens": 8192,
+        "max_images_per_prompt": 3000,
+        "max_videos_per_prompt": 10,
+        "max_video_length": 1,
+        "max_audio_length_hours": 8.4,
+        "max_audio_per_prompt": 1,
+        "max_pdf_size_mb": 30,
+        "input_cost_per_audio_token": 0.0000007,
+        "input_cost_per_token": 0.0000001,
+        "output_cost_per_token": 0.0000004,
+        "litellm_provider": "gemini",
+        "mode": "chat",
+        "rpm": 10000,
+        "tpm": 10000000,
+        "supports_system_messages": true,
+        "supports_function_calling": true,
+        "supports_vision": true,
+        "supports_response_schema": true,
+        "supports_audio_output": false,
+        "supports_tool_choice": true,
+        "source": "https://ai.google.dev/pricing#2_0flash"
+    },
     "gemini/gemini-2.0-flash-exp": {
         "max_tokens": 8192,
         "max_input_tokens": 1048576,
@@ -3780,6 +3869,31 @@
         "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#gemini-2.0-flash",
         "supports_tool_choice": true
     },
+    "gemini/gemini-2.0-flash-lite-preview-02-05": {
+        "max_tokens": 8192,
+        "max_input_tokens": 1048576,
+        "max_output_tokens": 8192,
+        "max_images_per_prompt": 3000,
+        "max_videos_per_prompt": 10,
+        "max_video_length": 1,
+        "max_audio_length_hours": 8.4,
+        "max_audio_per_prompt": 1,
+        "max_pdf_size_mb": 30,
+        "input_cost_per_audio_token": 0.000000075,
+        "input_cost_per_token": 0.000000075,
+        "output_cost_per_token": 0.0000003,
+        "litellm_provider": "gemini",
+        "mode": "chat",
+        "rpm": 60000,
+        "tpm": 10000000,
+        "supports_system_messages": true,
+        "supports_function_calling": true,
+        "supports_vision": true,
+        "supports_response_schema": true,
+        "supports_audio_output": false,
+        "supports_tool_choice": true,
+        "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#gemini-2.0-flash-lite"
+    },
     "gemini/gemini-2.0-flash-thinking-exp": {
         "max_tokens": 8192,
         "max_input_tokens": 1048576,
@@ -6026,7 +6140,8 @@
         "litellm_provider": "bedrock_converse",
         "mode": "chat",
         "supports_function_calling": true,
-        "supports_prompt_caching": true
+        "supports_prompt_caching": true,
+        "supports_response_schema": true
     },
     "us.amazon.nova-micro-v1:0": {
         "max_tokens": 4096, 
@@ -6051,7 +6166,8 @@
         "supports_function_calling": true,
         "supports_vision": true,
         "supports_pdf_input": true,
-        "supports_prompt_caching": true
+        "supports_prompt_caching": true,
+        "supports_response_schema": true
     },
     "us.amazon.nova-lite-v1:0": {
         "max_tokens": 4096, 
@@ -6064,7 +6180,8 @@
         "supports_function_calling": true,
         "supports_vision": true,
         "supports_pdf_input": true,
-        "supports_prompt_caching": true
+        "supports_prompt_caching": true,
+        "supports_response_schema": true
     },
     "amazon.nova-pro-v1:0": {
         "max_tokens": 4096, 
@@ -6077,7 +6194,8 @@
         "supports_function_calling": true,
         "supports_vision": true,
         "supports_pdf_input": true,
-        "supports_prompt_caching": true
+        "supports_prompt_caching": true,
+        "supports_response_schema": true
     },
     "us.amazon.nova-pro-v1:0": {
         "max_tokens": 4096, 
@@ -6090,7 +6208,8 @@
         "supports_function_calling": true,
         "supports_vision": true,
         "supports_pdf_input": true,
-        "supports_prompt_caching": true
+        "supports_prompt_caching": true,
+        "supports_response_schema": true
     },
     "anthropic.claude-3-sonnet-20240229-v1:0": {
         "max_tokens": 4096, 
@@ -6101,6 +6220,7 @@
         "litellm_provider": "bedrock",
         "mode": "chat",
         "supports_function_calling": true,
+        "supports_response_schema": true,
         "supports_vision": true,
         "supports_tool_choice": true
     },
@@ -6113,6 +6233,7 @@
         "litellm_provider": "bedrock",
         "mode": "chat",
         "supports_function_calling": true,
+        "supports_response_schema": true,
         "supports_vision": true,
         "supports_tool_choice": true
     },
@@ -6140,6 +6261,7 @@
         "litellm_provider": "bedrock",
         "mode": "chat",
         "supports_function_calling": true,
+        "supports_response_schema": true,
         "supports_vision": true,
         "supports_tool_choice": true
     },
@@ -6153,6 +6275,7 @@
         "mode": "chat",
         "supports_assistant_prefill": true,
         "supports_function_calling": true,
+        "supports_response_schema": true,
         "supports_prompt_caching": true,
         "supports_tool_choice": true
     },
@@ -6165,6 +6288,7 @@
         "litellm_provider": "bedrock",
         "mode": "chat",
         "supports_function_calling": true,
+        "supports_response_schema": true,
         "supports_vision": true,
         "supports_tool_choice": true
     },
@@ -6177,6 +6301,7 @@
         "litellm_provider": "bedrock",
         "mode": "chat",
         "supports_function_calling": true,
+        "supports_response_schema": true,
         "supports_vision": true,
         "supports_tool_choice": true
     },
@@ -6189,6 +6314,7 @@
         "litellm_provider": "bedrock",
         "mode": "chat",
         "supports_function_calling": true,
+        "supports_response_schema": true,
         "supports_vision": true,
         "supports_tool_choice": true
     },
@@ -6216,6 +6342,7 @@
         "litellm_provider": "bedrock",
         "mode": "chat",
         "supports_function_calling": true,
+        "supports_response_schema": true,
         "supports_vision": true,
         "supports_tool_choice": true
     },
@@ -6230,6 +6357,7 @@
         "supports_assistant_prefill": true,
         "supports_function_calling": true,
         "supports_prompt_caching": true,
+        "supports_response_schema": true,
         "supports_tool_choice": true
     },
     "us.anthropic.claude-3-opus-20240229-v1:0": {
@@ -6241,6 +6369,7 @@
         "litellm_provider": "bedrock",
         "mode": "chat",
         "supports_function_calling": true,
+        "supports_response_schema": true,
         "supports_vision": true,
         "supports_tool_choice": true
     },
@@ -6253,6 +6382,7 @@
         "litellm_provider": "bedrock",
         "mode": "chat",
         "supports_function_calling": true,
+        "supports_response_schema": true,
         "supports_vision": true,
         "supports_tool_choice": true
     },
@@ -6265,6 +6395,7 @@
         "litellm_provider": "bedrock",
         "mode": "chat",
         "supports_function_calling": true,
+        "supports_response_schema": true,
         "supports_vision": true,
         "supports_tool_choice": true
     },
@@ -6292,6 +6423,7 @@
         "litellm_provider": "bedrock",
         "mode": "chat",
         "supports_function_calling": true,
+        "supports_response_schema": true,
         "supports_vision": true,
         "supports_tool_choice": true
     },
@@ -6318,6 +6450,7 @@
         "litellm_provider": "bedrock",
         "mode": "chat",
         "supports_function_calling": true,
+        "supports_response_schema": true,
         "supports_vision": true,
         "supports_tool_choice": true
     },
@@ -8935,4 +9068,4 @@
         "output_cost_per_second": 0.00, 
         "litellm_provider": "assemblyai"
     }
-}
+}
\ No newline at end of file
diff --git a/pyproject.toml b/pyproject.toml
index 01581dfaa1..8bf60b0eec 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "litellm"
-version = "1.60.5"
+version = "1.61.1"
 description = "Library to easily interface with LLM API providers"
 authors = ["BerriAI"]
 license = "MIT"
@@ -96,7 +96,7 @@ requires = ["poetry-core", "wheel"]
 build-backend = "poetry.core.masonry.api"
 
 [tool.commitizen]
-version = "1.60.5"
+version = "1.61.1"
 version_files = [
     "pyproject.toml:^version"
 ]
diff --git a/schema.prisma b/schema.prisma
index df337c94d0..a09ef97009 100644
--- a/schema.prisma
+++ b/schema.prisma
@@ -56,6 +56,7 @@ model LiteLLM_OrganizationTable {
     litellm_budget_table LiteLLM_BudgetTable?   @relation(fields: [budget_id], references: [budget_id])
     teams LiteLLM_TeamTable[] 
     users LiteLLM_UserTable[]
+    keys LiteLLM_VerificationToken[]
     members LiteLLM_OrganizationMembership[] @relation("OrganizationToMembership")
 }
 
@@ -158,9 +159,11 @@ model LiteLLM_VerificationToken {
     model_spend      Json @default("{}")
     model_max_budget Json @default("{}")
     budget_id String?
+    organization_id String?
     created_at      DateTime?               @default(now()) @map("created_at")
     updated_at      DateTime?               @default(now()) @updatedAt @map("updated_at")
     litellm_budget_table LiteLLM_BudgetTable?   @relation(fields: [budget_id], references: [budget_id])
+    litellm_organization_table LiteLLM_OrganizationTable?   @relation(fields: [organization_id], references: [organization_id])
 }
 
 model LiteLLM_EndUserTable {
diff --git a/tests/code_coverage_tests/recursive_detector.py b/tests/code_coverage_tests/recursive_detector.py
index 71c007e5e4..0f0af7a305 100644
--- a/tests/code_coverage_tests/recursive_detector.py
+++ b/tests/code_coverage_tests/recursive_detector.py
@@ -13,6 +13,7 @@ IGNORE_FUNCTIONS = [
     "add_object_type",
     "strip_field",
     "_transform_prompt",
+    "mask_dict",
 ]
 
 
diff --git a/tests/litellm_utils_tests/test_logging_callback_manager.py b/tests/litellm_utils_tests/test_logging_callback_manager.py
index 71ffb18678..1b70631e4d 100644
--- a/tests/litellm_utils_tests/test_logging_callback_manager.py
+++ b/tests/litellm_utils_tests/test_logging_callback_manager.py
@@ -160,6 +160,39 @@ def test_async_callbacks():
     assert async_failure in litellm._async_failure_callback
 
 
+def test_remove_callback_from_list_by_object():
+    manager = LoggingCallbackManager()
+    # Reset all callbacks
+    manager._reset_all_callbacks()
+
+    def TestObject():
+        def __init__(self):
+            manager.add_litellm_callback(self.callback)
+            manager.add_litellm_success_callback(self.callback)
+            manager.add_litellm_failure_callback(self.callback)
+            manager.add_litellm_async_success_callback(self.callback)
+            manager.add_litellm_async_failure_callback(self.callback)
+
+        def callback(self):
+            pass    
+
+    obj = TestObject()
+
+    manager.remove_callback_from_list_by_object(litellm.callbacks, obj)
+    manager.remove_callback_from_list_by_object(litellm.success_callback, obj)
+    manager.remove_callback_from_list_by_object(litellm.failure_callback, obj)
+    manager.remove_callback_from_list_by_object(litellm._async_success_callback, obj)
+    manager.remove_callback_from_list_by_object(litellm._async_failure_callback, obj)
+
+    # Verify all callback lists are empty
+    assert len(litellm.callbacks) == 0
+    assert len(litellm.success_callback) == 0
+    assert len(litellm.failure_callback) == 0
+    assert len(litellm._async_success_callback) == 0
+    assert len(litellm._async_failure_callback) == 0
+
+
+
 def test_reset_callbacks(callback_manager):
     # Add various callbacks
     callback_manager.add_litellm_callback("test")
diff --git a/tests/litellm_utils_tests/test_utils.py b/tests/litellm_utils_tests/test_utils.py
index 4f5e1e2737..b19282563c 100644
--- a/tests/litellm_utils_tests/test_utils.py
+++ b/tests/litellm_utils_tests/test_utils.py
@@ -865,6 +865,25 @@ def test_convert_model_response_object():
         )
 
 
+@pytest.mark.parametrize(
+    "content, expected_reasoning, expected_content",
+    [
+        (None, None, None),
+        (
+            "<think>I am thinking here</think>The sky is a canvas of blue",
+            "I am thinking here",
+            "The sky is a canvas of blue",
+        ),
+        ("I am a regular response", None, "I am a regular response"),
+    ],
+)
+def test_parse_content_for_reasoning(content, expected_reasoning, expected_content):
+    assert litellm.utils._parse_content_for_reasoning(content) == (
+        expected_reasoning,
+        expected_content,
+    )
+
+
 @pytest.mark.parametrize(
     "model, expected_bool",
     [
@@ -1850,3 +1869,94 @@ def test_dict_to_response_format_helper():
         "ref_template": "/$defs/{model}",
     }
     _dict_to_response_format_helper(**args)
+
+
+def test_validate_user_messages_invalid_content_type():
+    from litellm.utils import validate_chat_completion_user_messages
+
+    messages = [{"content": [{"type": "invalid_type", "text": "Hello"}]}]
+
+    with pytest.raises(Exception) as e:
+        validate_chat_completion_user_messages(messages)
+
+    assert "Invalid message" in str(e)
+    print(e)
+
+
+from litellm.integrations.custom_guardrail import CustomGuardrail
+from litellm.utils import get_applied_guardrails
+from unittest.mock import Mock
+
+
+@pytest.mark.parametrize(
+    "test_case",
+    [
+        {
+            "name": "default_on_guardrail",
+            "callbacks": [
+                CustomGuardrail(guardrail_name="test_guardrail", default_on=True)
+            ],
+            "kwargs": {"metadata": {"requester_metadata": {"guardrails": []}}},
+            "expected": ["test_guardrail"],
+        },
+        {
+            "name": "request_specific_guardrail",
+            "callbacks": [
+                CustomGuardrail(guardrail_name="test_guardrail", default_on=False)
+            ],
+            "kwargs": {
+                "metadata": {"requester_metadata": {"guardrails": ["test_guardrail"]}}
+            },
+            "expected": ["test_guardrail"],
+        },
+        {
+            "name": "multiple_guardrails",
+            "callbacks": [
+                CustomGuardrail(guardrail_name="default_guardrail", default_on=True),
+                CustomGuardrail(guardrail_name="request_guardrail", default_on=False),
+            ],
+            "kwargs": {
+                "metadata": {
+                    "requester_metadata": {"guardrails": ["request_guardrail"]}
+                }
+            },
+            "expected": ["default_guardrail", "request_guardrail"],
+        },
+        {
+            "name": "empty_metadata",
+            "callbacks": [
+                CustomGuardrail(guardrail_name="test_guardrail", default_on=False)
+            ],
+            "kwargs": {},
+            "expected": [],
+        },
+        {
+            "name": "none_callback",
+            "callbacks": [
+                None,
+                CustomGuardrail(guardrail_name="test_guardrail", default_on=True),
+            ],
+            "kwargs": {},
+            "expected": ["test_guardrail"],
+        },
+        {
+            "name": "non_guardrail_callback",
+            "callbacks": [
+                Mock(),
+                CustomGuardrail(guardrail_name="test_guardrail", default_on=True),
+            ],
+            "kwargs": {},
+            "expected": ["test_guardrail"],
+        },
+    ],
+)
+def test_get_applied_guardrails(test_case):
+
+    # Setup
+    litellm.callbacks = test_case["callbacks"]
+
+    # Execute
+    result = get_applied_guardrails(test_case["kwargs"])
+
+    # Assert
+    assert sorted(result) == sorted(test_case["expected"])
diff --git a/tests/llm_translation/test_anthropic_completion.py b/tests/llm_translation/test_anthropic_completion.py
index fce0d47ff2..04e43350b8 100644
--- a/tests/llm_translation/test_anthropic_completion.py
+++ b/tests/llm_translation/test_anthropic_completion.py
@@ -1022,10 +1022,26 @@ def test_anthropic_json_mode_and_tool_call_response(
     [
         ("stop", ["stop"], True),  # basic string
         (["stop1", "stop2"], ["stop1", "stop2"], True),  # list of strings
-        ("   ", None, True),  # whitespace string should be dropped when drop_params is True
-        ("   ", ["   "], False),  # whitespace string should be kept when drop_params is False
-        (["stop1", "  ", "stop2"], ["stop1", "stop2"], True),  # list with whitespace that should be filtered
-        (["stop1", "  ", "stop2"], ["stop1", "  ", "stop2"], False),  # list with whitespace that should be kept
+        (
+            "   ",
+            None,
+            True,
+        ),  # whitespace string should be dropped when drop_params is True
+        (
+            "   ",
+            ["   "],
+            False,
+        ),  # whitespace string should be kept when drop_params is False
+        (
+            ["stop1", "  ", "stop2"],
+            ["stop1", "stop2"],
+            True,
+        ),  # list with whitespace that should be filtered
+        (
+            ["stop1", "  ", "stop2"],
+            ["stop1", "  ", "stop2"],
+            False,
+        ),  # list with whitespace that should be kept
         (None, None, True),  # None input
     ],
 )
@@ -1035,3 +1051,113 @@ def test_map_stop_sequences(stop_input, expected_output, drop_params):
     config = AnthropicConfig()
     result = config._map_stop_sequences(stop_input)
     assert result == expected_output
+
+
+@pytest.mark.asyncio
+async def test_anthropic_structured_output():
+    """
+    Test the _transform_response_for_structured_output
+
+    Relevant Issue: https://github.com/BerriAI/litellm/issues/8291
+    """
+    from litellm import acompletion
+
+    args = {
+        "model": "claude-3-5-sonnet-20240620",
+        "seed": 3015206306868917280,
+        "stop": None,
+        "messages": [
+            {
+                "role": "system",
+                "content": 'You are a hello world agent.\nAlways respond in the following valid JSON format: {\n  "response": "response",\n}\n',
+            },
+            {"role": "user", "content": "Respond with hello world"},
+        ],
+        "temperature": 0,
+        "response_format": {"type": "json_object"},
+        "drop_params": True,
+    }
+
+    response = await acompletion(**args)
+    assert response is not None
+
+    print(response)
+
+
+def test_anthropic_citations_api():
+    """
+    Test the citations API
+    """
+    from litellm import completion
+
+    resp = completion(
+        model="claude-3-5-sonnet-20241022",
+        messages=[
+            {
+                "role": "user",
+                "content": [
+                    {
+                        "type": "document",
+                        "source": {
+                            "type": "text",
+                            "media_type": "text/plain",
+                            "data": "The grass is green. The sky is blue.",
+                        },
+                        "title": "My Document",
+                        "context": "This is a trustworthy document.",
+                        "citations": {"enabled": True},
+                    },
+                    {
+                        "type": "text",
+                        "text": "What color is the grass and sky?",
+                    },
+                ],
+            }
+        ],
+    )
+
+    citations = resp.choices[0].message.provider_specific_fields["citations"]
+
+    assert citations is not None
+
+
+def test_anthropic_citations_api_streaming():
+    from litellm import completion
+
+    resp = completion(
+        model="claude-3-5-sonnet-20241022",
+        messages=[
+            {
+                "role": "user",
+                "content": [
+                    {
+                        "type": "document",
+                        "source": {
+                            "type": "text",
+                            "media_type": "text/plain",
+                            "data": "The grass is green. The sky is blue.",
+                        },
+                        "title": "My Document",
+                        "context": "This is a trustworthy document.",
+                        "citations": {"enabled": True},
+                    },
+                    {
+                        "type": "text",
+                        "text": "What color is the grass and sky?",
+                    },
+                ],
+            }
+        ],
+        stream=True,
+    )
+
+    has_citations = False
+    for chunk in resp:
+        print(f"returned chunk: {chunk}")
+        if (
+            chunk.choices[0].delta.provider_specific_fields
+            and "citation" in chunk.choices[0].delta.provider_specific_fields
+        ):
+            has_citations = True
+
+    assert has_citations
diff --git a/tests/llm_translation/test_azure_ai.py b/tests/llm_translation/test_azure_ai.py
index e6741c4cbf..efb183bda0 100644
--- a/tests/llm_translation/test_azure_ai.py
+++ b/tests/llm_translation/test_azure_ai.py
@@ -13,7 +13,7 @@ import litellm.types.utils
 from litellm.llms.anthropic.chat import ModelResponseIterator
 import httpx
 import json
-from respx import MockRouter
+from litellm.llms.custom_httpx.http_handler import HTTPHandler
 
 load_dotenv()
 import io
@@ -184,3 +184,45 @@ def test_completion_azure_ai_command_r():
         pass
     except Exception as e:
         pytest.fail(f"Error occurred: {e}")
+
+def test_azure_deepseek_reasoning_content():
+    import json
+
+    client = HTTPHandler()
+
+    with patch.object(client, "post") as mock_post:
+        mock_response = MagicMock()
+        
+        mock_response.text = json.dumps(
+            {
+                "choices": [
+                    {
+                    "finish_reason": "stop",
+                    "index": 0,
+                    "message": {
+                        "content": "<think>I am thinking here</think>\n\nThe sky is a canvas of blue",
+                        "role": "assistant",
+                    }
+                    }
+                ],
+            }
+        ) 
+            
+        mock_response.status_code = 200
+        # Add required response attributes
+        mock_response.headers = {"Content-Type": "application/json"}
+        mock_response.json = lambda: json.loads(mock_response.text)
+        mock_post.return_value = mock_response
+        
+
+        response = litellm.completion(
+            model='azure_ai/deepseek-r1',
+            messages=[{"role": "user", "content": "Hello, world!"}],
+            api_base="https://litellm8397336933.services.ai.azure.com/models/chat/completions",
+            api_key="my-fake-api-key",
+            client=client
+        )  
+
+        print(response)
+        assert(response.choices[0].message.reasoning_content == "I am thinking here")
+        assert(response.choices[0].message.content == "\n\nThe sky is a canvas of blue")
diff --git a/tests/llm_translation/test_azure_o_series.py b/tests/llm_translation/test_azure_o_series.py
index 21c4f4e04a..aec724afb7 100644
--- a/tests/llm_translation/test_azure_o_series.py
+++ b/tests/llm_translation/test_azure_o_series.py
@@ -152,3 +152,18 @@ def test_azure_o_series_routing():
             print(e)
         assert mock_create.call_count == 1
         assert "stream" not in mock_create.call_args.kwargs
+
+
+@patch("litellm.main.azure_o1_chat_completions._get_openai_client")
+def test_openai_o_series_max_retries_0(mock_get_openai_client):
+    import litellm
+
+    litellm.set_verbose = True
+    response = litellm.completion(
+        model="azure/o1-preview",
+        messages=[{"role": "user", "content": "hi"}],
+        max_retries=0,
+    )
+
+    mock_get_openai_client.assert_called_once()
+    assert mock_get_openai_client.call_args.kwargs["max_retries"] == 0
diff --git a/tests/llm_translation/test_azure_openai.py b/tests/llm_translation/test_azure_openai.py
index 6306f58cfb..d4715b8906 100644
--- a/tests/llm_translation/test_azure_openai.py
+++ b/tests/llm_translation/test_azure_openai.py
@@ -285,12 +285,27 @@ def test_azure_openai_gpt_4o_naming(monkeypatch):
         assert "tool_calls" not in mock_post.call_args.kwargs
 
 
-def test_azure_gpt_4o_with_tool_call_and_response_format():
+@pytest.mark.parametrize(
+    "api_version",
+    [
+        "2024-10-21",
+        # "2024-02-15-preview",
+    ],
+)
+def test_azure_gpt_4o_with_tool_call_and_response_format(api_version):
     from litellm import completion
     from typing import Optional
     from pydantic import BaseModel
     import litellm
 
+    from openai import AzureOpenAI
+
+    client = AzureOpenAI(
+        api_key="fake-key",
+        base_url="https://fake-azure.openai.azure.com",
+        api_version=api_version,
+    )
+
     class InvestigationOutput(BaseModel):
         alert_explanation: Optional[str] = None
         investigation: Optional[str] = None
@@ -322,25 +337,34 @@ def test_azure_gpt_4o_with_tool_call_and_response_format():
         }
     ]
 
-    response = litellm.completion(
-        model="azure/gpt-4o",
-        messages=[
-            {
-                "role": "system",
-                "content": "You are a tool-calling AI assist provided with common devops and IT tools that you can use to troubleshoot problems or answer questions.\nWhenever possible you MUST first use tools to investigate then answer the question.",
-            },
-            {"role": "user", "content": "What is the current date and time in NYC?"},
-        ],
-        drop_params=True,
-        temperature=0.00000001,
-        tools=tools,
-        tool_choice="auto",
-        response_format=InvestigationOutput,  # commenting this line will cause the output to be correct
-    )
+    with patch.object(client.chat.completions.with_raw_response, "create") as mock_post:
+        response = litellm.completion(
+            model="azure/gpt-4o",
+            messages=[
+                {
+                    "role": "system",
+                    "content": "You are a tool-calling AI assist provided with common devops and IT tools that you can use to troubleshoot problems or answer questions.\nWhenever possible you MUST first use tools to investigate then answer the question.",
+                },
+                {
+                    "role": "user",
+                    "content": "What is the current date and time in NYC?",
+                },
+            ],
+            drop_params=True,
+            temperature=0.00000001,
+            tools=tools,
+            tool_choice="auto",
+            response_format=InvestigationOutput,  # commenting this line will cause the output to be correct
+            api_version=api_version,
+            client=client,
+        )
 
-    assert response.choices[0].finish_reason == "tool_calls"
+        mock_post.assert_called_once()
 
-    print(response.to_json())
+        if api_version == "2024-10-21":
+            assert "response_format" in mock_post.call_args.kwargs
+        else:
+            assert "response_format" not in mock_post.call_args.kwargs
 
 
 def test_map_openai_params():
@@ -436,3 +460,130 @@ def test_map_openai_params():
     optional_params = azure_openai_config.map_openai_params(**received_args)
     assert "tools" in optional_params
     assert len(optional_params["tools"]) > 1
+
+
+@pytest.mark.parametrize("max_retries", [0, 4])
+@pytest.mark.parametrize("stream", [True, False])
+@patch(
+    "litellm.main.azure_chat_completions.make_sync_azure_openai_chat_completion_request"
+)
+def test_azure_max_retries_0(
+    mock_make_sync_azure_openai_chat_completion_request, max_retries, stream
+):
+    from litellm import completion
+
+    try:
+        completion(
+            model="azure/gpt-4o",
+            messages=[{"role": "user", "content": "Hello world"}],
+            max_retries=max_retries,
+            stream=stream,
+        )
+    except Exception as e:
+        print(e)
+
+    mock_make_sync_azure_openai_chat_completion_request.assert_called_once()
+    assert (
+        mock_make_sync_azure_openai_chat_completion_request.call_args.kwargs[
+            "azure_client"
+        ].max_retries
+        == max_retries
+    )
+
+
+@pytest.mark.parametrize("max_retries", [0, 4])
+@pytest.mark.parametrize("stream", [True, False])
+@patch("litellm.main.azure_chat_completions.make_azure_openai_chat_completion_request")
+@pytest.mark.asyncio
+async def test_async_azure_max_retries_0(
+    make_azure_openai_chat_completion_request, max_retries, stream
+):
+    from litellm import acompletion
+
+    try:
+        await acompletion(
+            model="azure/gpt-4o",
+            messages=[{"role": "user", "content": "Hello world"}],
+            max_retries=max_retries,
+            stream=stream,
+        )
+    except Exception as e:
+        print(e)
+
+    make_azure_openai_chat_completion_request.assert_called_once()
+    assert (
+        make_azure_openai_chat_completion_request.call_args.kwargs[
+            "azure_client"
+        ].max_retries
+        == max_retries
+    )
+
+
+@pytest.mark.parametrize("max_retries", [0, 4])
+@pytest.mark.parametrize("stream", [True, False])
+@pytest.mark.parametrize("sync_mode", [True, False])
+@patch("litellm.llms.azure.completion.handler.select_azure_base_url_or_endpoint")
+@pytest.mark.asyncio
+async def test_azure_instruct(
+    mock_select_azure_base_url_or_endpoint, max_retries, stream, sync_mode
+):
+    from litellm import completion, acompletion
+
+    args = {
+        "model": "azure_text/instruct-model",
+        "messages": [
+            {"role": "user", "content": "What is the weather like in Boston?"}
+        ],
+        "max_tokens": 10,
+        "max_retries": max_retries,
+    }
+
+    try:
+        if sync_mode:
+            completion(**args)
+        else:
+            await acompletion(**args)
+    except Exception:
+        pass
+
+    mock_select_azure_base_url_or_endpoint.assert_called_once()
+    assert (
+        mock_select_azure_base_url_or_endpoint.call_args.kwargs["azure_client_params"][
+            "max_retries"
+        ]
+        == max_retries
+    )
+
+
+@pytest.mark.parametrize("max_retries", [0, 4])
+@pytest.mark.parametrize("stream", [True, False])
+@pytest.mark.parametrize("sync_mode", [True, False])
+@patch("litellm.llms.azure.azure.select_azure_base_url_or_endpoint")
+@pytest.mark.asyncio
+async def test_azure_embedding_max_retries_0(
+    mock_select_azure_base_url_or_endpoint, max_retries, stream, sync_mode
+):
+    from litellm import aembedding, embedding
+
+    args = {
+        "model": "azure/azure-embedding-model",
+        "input": "Hello world",
+        "max_retries": max_retries,
+        "stream": stream,
+    }
+
+    try:
+        if sync_mode:
+            embedding(**args)
+        else:
+            await aembedding(**args)
+    except Exception as e:
+        print(e)
+
+    mock_select_azure_base_url_or_endpoint.assert_called_once()
+    assert (
+        mock_select_azure_base_url_or_endpoint.call_args.kwargs["azure_client_params"][
+            "max_retries"
+        ]
+        == max_retries
+    )
diff --git a/tests/llm_translation/test_bedrock_completion.py b/tests/llm_translation/test_bedrock_completion.py
index f09c4b45a5..17dd013ac3 100644
--- a/tests/llm_translation/test_bedrock_completion.py
+++ b/tests/llm_translation/test_bedrock_completion.py
@@ -14,6 +14,7 @@ import litellm.types
 load_dotenv()
 import io
 import os
+import json
 
 sys.path.insert(
     0, os.path.abspath("../..")
@@ -1265,7 +1266,9 @@ def test_bedrock_cross_region_inference(model):
     ],
 )
 def test_bedrock_get_base_model(model, expected_base_model):
-    assert litellm.AmazonConverseConfig()._get_base_model(model) == expected_base_model
+    from litellm.llms.bedrock.common_utils import BedrockModelInfo
+
+    assert BedrockModelInfo.get_base_model(model) == expected_base_model
 
 
 from litellm.litellm_core_utils.prompt_templates.factory import (
@@ -1982,9 +1985,49 @@ def test_bedrock_mapped_converse_models():
 
 
 def test_bedrock_base_model_helper():
+    from litellm.llms.bedrock.common_utils import BedrockModelInfo
+
     model = "us.amazon.nova-pro-v1:0"
-    litellm.AmazonConverseConfig()._get_base_model(model)
-    assert model == "us.amazon.nova-pro-v1:0"
+    base_model = BedrockModelInfo.get_base_model(model)
+    assert base_model == "amazon.nova-pro-v1:0"
+
+    assert (
+        BedrockModelInfo.get_base_model(
+            "invoke/anthropic.claude-3-5-sonnet-20241022-v2:0"
+        )
+        == "anthropic.claude-3-5-sonnet-20241022-v2:0"
+    )
+
+
+@pytest.mark.parametrize(
+    "model,expected_route",
+    [
+        # Test explicit route prefixes
+        ("invoke/anthropic.claude-3-sonnet-20240229-v1:0", "invoke"),
+        ("converse/anthropic.claude-3-sonnet-20240229-v1:0", "converse"),
+        ("converse_like/anthropic.claude-3-sonnet-20240229-v1:0", "converse_like"),
+        # Test models in BEDROCK_CONVERSE_MODELS list
+        ("anthropic.claude-3-5-haiku-20241022-v1:0", "converse"),
+        ("anthropic.claude-v2", "converse"),
+        ("meta.llama3-70b-instruct-v1:0", "converse"),
+        ("mistral.mistral-large-2407-v1:0", "converse"),
+        # Test models with region prefixes
+        ("us.anthropic.claude-3-sonnet-20240229-v1:0", "converse"),
+        ("us.meta.llama3-70b-instruct-v1:0", "converse"),
+        # Test default case (should return "invoke")
+        ("amazon.titan-text-express-v1", "invoke"),
+        ("cohere.command-text-v14", "invoke"),
+        ("cohere.command-r-v1:0", "invoke"),
+    ],
+)
+def test_bedrock_route_detection(model, expected_route):
+    """Test all scenarios for BedrockModelInfo.get_bedrock_route"""
+    from litellm.llms.bedrock.common_utils import BedrockModelInfo
+
+    route = BedrockModelInfo.get_bedrock_route(model)
+    assert (
+        route == expected_route
+    ), f"Expected route '{expected_route}' for model '{model}', but got '{route}'"
 
 
 @pytest.mark.parametrize(
diff --git a/tests/llm_translation/test_bedrock_dynamic_auth_params_unit_tests.py b/tests/llm_translation/test_bedrock_dynamic_auth_params_unit_tests.py
new file mode 100644
index 0000000000..f62a37515b
--- /dev/null
+++ b/tests/llm_translation/test_bedrock_dynamic_auth_params_unit_tests.py
@@ -0,0 +1,297 @@
+# tests/llm_translation/test_base_aws_llm.py
+import os
+import json
+import pytest
+from unittest.mock import patch
+from botocore.credentials import Credentials
+import sys
+
+sys.path.insert(
+    0, os.path.abspath("../..")
+)  # Adds the parent directory to the system path
+
+import litellm
+from litellm.llms.custom_httpx.http_handler import HTTPHandler
+from unittest.mock import Mock
+from litellm.llms.bedrock.base_aws_llm import BaseAWSLLM
+
+import json
+import pytest
+from unittest.mock import patch, Mock
+
+import litellm
+from litellm.llms.custom_httpx.http_handler import HTTPHandler
+from litellm.llms.bedrock.base_aws_llm import BaseAWSLLM
+
+
+def test_bedrock_completion_with_region_name():
+    litellm._turn_on_debug()
+    client = HTTPHandler()
+
+    with patch.object(client, "post") as mock_post:
+        mock_response = Mock()
+        # Construct a response similar to our other tests.
+        mock_response.text = json.dumps(
+            {
+                "response_id": "379ed018/60744aff-e741-4aad-bd10-74639a4ade79",
+                "text": "Hello! How's it going? I hope you're having a fantastic day!",
+                "generation_id": "38709bb9-f20f-42d9-9c61-13a73b7bbc12",
+                "chat_history": [
+                    {"role": "USER", "message": "Hello, world!"},
+                    {
+                        "role": "CHATBOT",
+                        "message": "Hello! How's it going? I hope you're having a fantastic day!",
+                    },
+                ],
+                "finish_reason": "COMPLETE",
+            }
+        )
+        mock_response.status_code = 200
+        mock_response.headers = {"Content-Type": "application/json"}
+        mock_response.json = lambda: json.loads(mock_response.text)
+        mock_post.return_value = mock_response
+
+        # Pass the client so that the HTTP call will be intercepted.
+        response = litellm.completion(
+            model="cohere.command-r-v1:0",
+            messages=[{"role": "user", "content": "Hello, world!"}],
+            aws_region_name="us-west-12",
+            client=client,
+        )
+
+        # Ensure our post method has been called.
+        mock_post.assert_called_once()
+
+        assert (
+            mock_post.call_args.kwargs["url"]
+            == "https://bedrock-runtime.us-west-12.amazonaws.com/model/cohere.command-r-v1:0/invoke"
+        )
+        assert (
+            mock_post.call_args.kwargs["data"]
+            == '{"message": "Hello, world!", "chat_history": []}'
+        )
+
+        # Print the URL and body of the HTTP request.
+        # assert request was signed with the correct region
+        _authorization_header = mock_post.call_args.kwargs["headers"]["Authorization"]
+        import re
+
+        # Ensure the authorization header contains the exact region segment "us-west-12/bedrock/aws4_request"
+        pattern = r"us-west-12/bedrock/aws4_request"
+        assert re.search(pattern, _authorization_header) is not None
+
+
+def test_bedrock_completion_with_dynamic_authentication_params():
+    litellm._turn_on_debug()
+    client = HTTPHandler()
+
+    with patch.object(client, "post") as mock_post:
+        mock_response = Mock()
+        # Construct a response similar to our other tests.
+        mock_response.text = json.dumps(
+            {
+                "response_id": "379ed018/60744aff-e741-4aad-bd10-74639a4ade79",
+                "text": "Hello! How's it going? I hope you're having a fantastic day!",
+                "generation_id": "38709bb9-f20f-42d9-9c61-13a73b7bbc12",
+                "chat_history": [
+                    {"role": "USER", "message": "Hello, world!"},
+                    {
+                        "role": "CHATBOT",
+                        "message": "Hello! How's it going? I hope you're having a fantastic day!",
+                    },
+                ],
+                "finish_reason": "COMPLETE",
+            }
+        )
+        mock_response.status_code = 200
+        mock_response.headers = {"Content-Type": "application/json"}
+        mock_response.json = lambda: json.loads(mock_response.text)
+        mock_post.return_value = mock_response
+
+        # Pass the client so that the HTTP call will be intercepted.
+        response = litellm.completion(
+            model="cohere.command-r-v1:0",
+            messages=[{"role": "user", "content": "Hello, world!"}],
+            aws_access_key_id="dynamically_generated_access_key_id",
+            aws_secret_access_key="dynamically_generated_secret_access_key",
+            client=client,
+        )
+
+        # Ensure our post method has been called.
+        mock_post.assert_called_once()
+        import re
+
+        # Get authorization header
+        _authorization_header = mock_post.call_args.kwargs["headers"]["Authorization"]
+
+        # Check for exact credential pattern
+        pattern = r"AWS4-HMAC-SHA256 Credential=dynamically_generated_access_key_id/\d{8}/[a-z0-9-]+/bedrock/aws4_request"
+        assert re.search(pattern, _authorization_header) is not None
+
+
+def test_bedrock_completion_with_dynamic_bedrock_runtime_endpoint():
+    litellm._turn_on_debug()
+    client = HTTPHandler()
+
+    with patch.object(client, "post") as mock_post:
+        mock_response = Mock()
+        # Construct a response similar to our other tests.
+        mock_response.text = json.dumps(
+            {
+                "response_id": "379ed018/60744aff-e741-4aad-bd10-74639a4ade79",
+                "text": "Hello! How's it going? I hope you're having a fantastic day!",
+                "generation_id": "38709bb9-f20f-42d9-9c61-13a73b7bbc12",
+                "chat_history": [
+                    {"role": "USER", "message": "Hello, world!"},
+                    {
+                        "role": "CHATBOT",
+                        "message": "Hello! How's it going? I hope you're having a fantastic day!",
+                    },
+                ],
+                "finish_reason": "COMPLETE",
+            }
+        )
+        mock_response.status_code = 200
+        mock_response.headers = {"Content-Type": "application/json"}
+        mock_response.json = lambda: json.loads(mock_response.text)
+        mock_post.return_value = mock_response
+
+        # Pass the client so that the HTTP call will be intercepted.
+        response = litellm.completion(
+            model="cohere.command-r-v1:0",
+            messages=[{"role": "user", "content": "Hello, world!"}],
+            aws_bedrock_runtime_endpoint="https://my-fake-endpoint.com",
+            client=client,
+        )
+
+        # Ensure our post method has been called.
+        mock_post.assert_called_once()
+        assert (
+            mock_post.call_args.kwargs["url"]
+            == "https://my-fake-endpoint.com/model/cohere.command-r-v1:0/invoke"
+        )
+
+
+# ------------------------------------------------------------------------------
+# A dummy credentials object to return from get_credentials.
+# (It must have attributes so that SigV4Auth.add_auth doesn't break.)
+# ------------------------------------------------------------------------------
+class DummyCredentials:
+    access_key = "dummy_access"
+    secret_key = "dummy_secret"
+    token = "dummy_token"
+
+
+# ------------------------------------------------------------------------------
+# This test makes sure that a given dynamic parameter is passed into the call
+# to BaseAWSLLM.get_credentials. (Some dynamic params—for example aws_region_name
+# or aws_bedrock_runtime_endpoint—are already covered by other tests.)
+# ------------------------------------------------------------------------------
+@pytest.mark.parametrize(
+    "model",
+    [
+        "bedrock/converse/cohere.command-r-v1:0",
+        "cohere.command-r-v1:0",
+        "bedrock/cohere.command-r-v1:0",
+        "bedrock/invoke/cohere.command-r-v1:0",
+    ],
+)
+@pytest.mark.parametrize(
+    "param_name, param_value",
+    [
+        ("aws_session_token", "dummy_session_token"),
+        ("aws_session_name", "dummy_session_name"),
+        ("aws_profile_name", "dummy_profile_name"),
+        ("aws_role_name", "dummy_role_name"),
+        ("aws_web_identity_token", "dummy_web_identity_token"),
+        ("aws_sts_endpoint", "dummy_sts_endpoint"),
+    ],
+)
+def test_dynamic_aws_params_propagation(model, param_name, param_value):
+    """
+    When passed to litellm.completion, each dynamic AWS authentication parameter
+    should propagate down to the get_credentials() call in BaseAWSLLM.
+
+    Also tests different model parameter values.
+    """
+    client = HTTPHandler()
+
+    # Base parameters required for the completion call.
+    # (We include aws_access_key_id and aws_secret_access_key so that the correct auth
+    # branch in get_credentials() is reached.)
+    base_params = {
+        "model": model,
+        "messages": [{"role": "user", "content": "Hello, world!"}],
+        "aws_access_key_id": "dummy_access",
+        "aws_secret_access_key": "dummy_secret",
+        "client": client,
+    }
+    # For parameters such as aws_role_name or aws_web_identity_token a session name is required.
+    if param_name in ("aws_role_name", "aws_web_identity_token"):
+        base_params["aws_session_name"] = "dummy_session_name"
+        if param_name == "aws_web_identity_token":
+            # The web identity branch also requires a role name.
+            base_params["aws_role_name"] = "dummy_role_name"
+    # Inject the dynamic parameter under test.
+    base_params[param_name] = param_value
+
+    # Patch SigV4Auth in the signing (so that no actual signing is done).
+    with patch("botocore.auth.SigV4Auth", autospec=True) as mock_sigv4:
+        instance = mock_sigv4.return_value
+        instance.add_auth.return_value = None
+
+        # Patch BaseAWSLLM.get_credentials so that we can capture its kwargs.
+        def dummy_get_credentials(**kwargs):
+            dummy_get_credentials.called_kwargs = kwargs  # type: ignore[attr-defined]
+            return DummyCredentials()
+
+        with patch.object(
+            BaseAWSLLM, "get_credentials", side_effect=dummy_get_credentials
+        ):
+            # Patch the HTTP client's post method to avoid an actual HTTP call.
+            with patch.object(client, "post") as mock_post:
+                mock_response = Mock()
+                mock_response.text = json.dumps(
+                    {
+                        "response_id": "dummy_response",
+                        "text": "Hello! world",
+                        "generation_id": "dummy_gen",
+                        "chat_history": [],
+                        "finish_reason": "COMPLETE",
+                    }
+                )
+                if "converse" in model:
+                    mock_response.text = json.dumps(
+                        {
+                            "output": {
+                                "message": {
+                                    "role": "assistant",
+                                    "content": [{"text": "Here's a joke..."}],
+                                }
+                            },
+                            "usage": {
+                                "inputTokens": 12,
+                                "outputTokens": 6,
+                                "totalTokens": 18,
+                            },
+                            "stopReason": "stop",
+                        }
+                    )
+
+                mock_response.status_code = 200
+                mock_response.headers = {"Content-Type": "application/json"}
+                mock_response.json = lambda: json.loads(mock_response.text)
+                mock_post.return_value = mock_response
+
+                # Call litellm.completion with our base & dynamic parameters.
+                litellm.completion(**base_params)
+
+                print(
+                    "get_credentials.called_kwargs",
+                    json.dumps(dummy_get_credentials.called_kwargs, indent=4),
+                )
+
+                # We now assert that get_credentials() was called with the dynamic param.
+                assert (
+                    dummy_get_credentials.called_kwargs.get(param_name) == param_value
+                )
diff --git a/tests/llm_translation/test_bedrock_invoke_tests.py b/tests/llm_translation/test_bedrock_invoke_tests.py
new file mode 100644
index 0000000000..ca12ee0492
--- /dev/null
+++ b/tests/llm_translation/test_bedrock_invoke_tests.py
@@ -0,0 +1,153 @@
+from base_llm_unit_tests import BaseLLMChatTest
+import pytest
+import sys
+import os
+
+
+sys.path.insert(
+    0, os.path.abspath("../..")
+)  # Adds the parent directory to the system path
+import litellm
+from litellm.types.llms.bedrock import BedrockInvokeNovaRequest
+
+
+class TestBedrockInvokeClaudeJson(BaseLLMChatTest):
+    def get_base_completion_call_args(self) -> dict:
+        litellm._turn_on_debug()
+        return {
+            "model": "bedrock/invoke/anthropic.claude-3-5-sonnet-20240620-v1:0",
+        }
+
+    def test_tool_call_no_arguments(self, tool_call_no_arguments):
+        """Test that tool calls with no arguments is translated correctly. Relevant issue: https://github.com/BerriAI/litellm/issues/6833"""
+        pass
+
+    @pytest.fixture(autouse=True)
+    def skip_non_json_tests(self, request):
+        if not "json" in request.function.__name__.lower():
+            pytest.skip(
+                f"Skipping non-JSON test: {request.function.__name__} does not contain 'json'"
+            )
+
+
+class TestBedrockInvokeNovaJson(BaseLLMChatTest):
+    def get_base_completion_call_args(self) -> dict:
+        litellm._turn_on_debug()
+        return {
+            "model": "bedrock/invoke/us.amazon.nova-micro-v1:0",
+        }
+
+    def test_tool_call_no_arguments(self, tool_call_no_arguments):
+        """Test that tool calls with no arguments is translated correctly. Relevant issue: https://github.com/BerriAI/litellm/issues/6833"""
+        pass
+
+    @pytest.fixture(autouse=True)
+    def skip_non_json_tests(self, request):
+        if not "json" in request.function.__name__.lower():
+            pytest.skip(
+                f"Skipping non-JSON test: {request.function.__name__} does not contain 'json'"
+            )
+
+
+def test_nova_invoke_remove_empty_system_messages():
+    """Test that _remove_empty_system_messages removes empty system list."""
+    input_request = BedrockInvokeNovaRequest(
+        messages=[{"content": [{"text": "Hello"}], "role": "user"}],
+        system=[],
+        inferenceConfig={"temperature": 0.7},
+    )
+
+    litellm.AmazonInvokeNovaConfig()._remove_empty_system_messages(input_request)
+
+    assert "system" not in input_request
+    assert "messages" in input_request
+    assert "inferenceConfig" in input_request
+
+
+def test_nova_invoke_filter_allowed_fields():
+    """
+    Test that _filter_allowed_fields only keeps fields defined in BedrockInvokeNovaRequest.
+
+    Nova Invoke does not allow `additionalModelRequestFields` and `additionalModelResponseFieldPaths` in the request body.
+    This test ensures that these fields are not included in the request body.
+    """
+    _input_request = {
+        "messages": [{"content": [{"text": "Hello"}], "role": "user"}],
+        "system": [{"text": "System prompt"}],
+        "inferenceConfig": {"temperature": 0.7},
+        "additionalModelRequestFields": {"this": "should be removed"},
+        "additionalModelResponseFieldPaths": ["this", "should", "be", "removed"],
+    }
+
+    input_request = BedrockInvokeNovaRequest(**_input_request)
+
+    result = litellm.AmazonInvokeNovaConfig()._filter_allowed_fields(input_request)
+
+    assert "additionalModelRequestFields" not in result
+    assert "additionalModelResponseFieldPaths" not in result
+    assert "messages" in result
+    assert "system" in result
+    assert "inferenceConfig" in result
+
+
+def test_nova_invoke_streaming_chunk_parsing():
+    """
+    Test that the AWSEventStreamDecoder correctly handles Nova's /bedrock/invoke/ streaming format
+    where content is nested under 'contentBlockDelta'.
+    """
+    from litellm.llms.bedrock.chat.invoke_handler import AWSEventStreamDecoder
+
+    # Initialize the decoder with a Nova model
+    decoder = AWSEventStreamDecoder(model="bedrock/invoke/us.amazon.nova-micro-v1:0")
+
+    # Test case 1: Text content in contentBlockDelta
+    nova_text_chunk = {
+        "contentBlockDelta": {
+            "delta": {"text": "Hello, how can I help?"},
+            "contentBlockIndex": 0,
+        }
+    }
+    result = decoder._chunk_parser(nova_text_chunk)
+    assert result["text"] == "Hello, how can I help?"
+    assert result["index"] == 0
+    assert not result["is_finished"]
+    assert result["tool_use"] is None
+
+    # Test case 2: Tool use start in contentBlockDelta
+    nova_tool_start_chunk = {
+        "contentBlockDelta": {
+            "start": {"toolUse": {"name": "get_weather", "toolUseId": "tool_1"}},
+            "contentBlockIndex": 1,
+        }
+    }
+    result = decoder._chunk_parser(nova_tool_start_chunk)
+    assert result["text"] == ""
+    assert result["index"] == 1
+    assert result["tool_use"] is not None
+    assert result["tool_use"]["type"] == "function"
+    assert result["tool_use"]["function"]["name"] == "get_weather"
+    assert result["tool_use"]["id"] == "tool_1"
+
+    # Test case 3: Tool use arguments in contentBlockDelta
+    nova_tool_args_chunk = {
+        "contentBlockDelta": {
+            "delta": {"toolUse": {"input": '{"location": "New York"}'}},
+            "contentBlockIndex": 2,
+        }
+    }
+    result = decoder._chunk_parser(nova_tool_args_chunk)
+    assert result["text"] == ""
+    assert result["index"] == 2
+    assert result["tool_use"] is not None
+    assert result["tool_use"]["function"]["arguments"] == '{"location": "New York"}'
+
+    # Test case 4: Stop reason in contentBlockDelta
+    nova_stop_chunk = {
+        "contentBlockDelta": {
+            "stopReason": "tool_use",
+        }
+    }
+    result = decoder._chunk_parser(nova_stop_chunk)
+    print(result)
+    assert result["is_finished"] is True
+    assert result["finish_reason"] == "tool_calls"
diff --git a/tests/llm_translation/test_infinity.py b/tests/llm_translation/test_infinity.py
index bab64a4da3..a7c17bde40 100644
--- a/tests/llm_translation/test_infinity.py
+++ b/tests/llm_translation/test_infinity.py
@@ -69,7 +69,7 @@ async def test_infinity_rerank():
         _url = mock_post.call_args.kwargs["url"]
         print("Arguments passed to API=", args_to_api)
         print("url = ", _url)
-        assert _url == "https://api.infinity.ai/v1/rerank"
+        assert _url == "https://api.infinity.ai/rerank"
 
         request_data = json.loads(args_to_api)
         assert request_data["query"] == expected_payload["query"]
@@ -133,7 +133,7 @@ async def test_infinity_rerank_with_env(monkeypatch):
         _url = mock_post.call_args.kwargs["url"]
         print("Arguments passed to API=", args_to_api)
         print("url = ", _url)
-        assert _url == "https://env.infinity.ai/v1/rerank"
+        assert _url == "https://env.infinity.ai/rerank"
 
         request_data = json.loads(args_to_api)
         assert request_data["query"] == expected_payload["query"]
diff --git a/tests/llm_translation/test_max_completion_tokens.py b/tests/llm_translation/test_max_completion_tokens.py
index 04bce96222..a15934e134 100644
--- a/tests/llm_translation/test_max_completion_tokens.py
+++ b/tests/llm_translation/test_max_completion_tokens.py
@@ -305,12 +305,16 @@ def test_all_model_configs():
 
     assert (
         "max_completion_tokens"
-        in AmazonAnthropicClaude3Config().get_supported_openai_params()
+        in AmazonAnthropicClaude3Config().get_supported_openai_params(
+            model="anthropic.claude-3-sonnet-20240229-v1:0"
+        )
     )
 
     assert AmazonAnthropicClaude3Config().map_openai_params(
         non_default_params={"max_completion_tokens": 10},
         optional_params={},
+        model="anthropic.claude-3-sonnet-20240229-v1:0",
+        drop_params=False,
     ) == {"max_tokens": 10}
 
     assert (
diff --git a/tests/llm_translation/test_nvidia_nim.py b/tests/llm_translation/test_nvidia_nim.py
index ca0374d45d..307f27755d 100644
--- a/tests/llm_translation/test_nvidia_nim.py
+++ b/tests/llm_translation/test_nvidia_nim.py
@@ -77,6 +77,7 @@ def test_embedding_nvidia_nim():
                 model="nvidia_nim/nvidia/nv-embedqa-e5-v5",
                 input="What is the meaning of life?",
                 input_type="passage",
+                dimensions=1024,
                 client=client,
             )
         except Exception as e:
@@ -87,3 +88,4 @@ def test_embedding_nvidia_nim():
         assert request_body["input"] == "What is the meaning of life?"
         assert request_body["model"] == "nvidia/nv-embedqa-e5-v5"
         assert request_body["extra_body"]["input_type"] == "passage"
+        assert request_body["dimensions"] == 1024
diff --git a/tests/llm_translation/test_openai.py b/tests/llm_translation/test_openai.py
index 234d59fe96..8c1444b849 100644
--- a/tests/llm_translation/test_openai.py
+++ b/tests/llm_translation/test_openai.py
@@ -314,3 +314,18 @@ def test_completion_bad_org():
         os.environ["OPENAI_ORGANIZATION"] = _old_org
     else:
         del os.environ["OPENAI_ORGANIZATION"]
+
+
+@patch("litellm.main.openai_chat_completions._get_openai_client")
+def test_openai_max_retries_0(mock_get_openai_client):
+    import litellm
+
+    litellm.set_verbose = True
+    response = litellm.completion(
+        model="gpt-4o-mini",
+        messages=[{"role": "user", "content": "hi"}],
+        max_retries=0,
+    )
+
+    mock_get_openai_client.assert_called_once()
+    assert mock_get_openai_client.call_args.kwargs["max_retries"] == 0
diff --git a/tests/llm_translation/test_openai_o1.py b/tests/llm_translation/test_openai_o1.py
index c4eec4ca5f..16b86414c2 100644
--- a/tests/llm_translation/test_openai_o1.py
+++ b/tests/llm_translation/test_openai_o1.py
@@ -204,3 +204,26 @@ def test_o3_reasoning_effort():
         reasoning_effort="high",
     )
     assert resp.choices[0].message.content is not None
+
+
+def test_streaming_response():
+    """Test that streaming response is returned correctly"""
+    from litellm import completion
+
+    response = completion(
+        model="o3-mini",
+        messages=[
+            {"role": "system", "content": "Be a good bot!"},
+            {"role": "user", "content": "Hello!"},
+        ],
+        stream=True,
+    )
+
+    assert response is not None
+
+    chunks = []
+    for chunk in response:
+        chunks.append(chunk)
+
+    resp = litellm.stream_chunk_builder(chunks=chunks)
+    print(resp)
diff --git a/tests/llm_translation/test_text_completion.py b/tests/llm_translation/test_text_completion.py
index 50c96e6eb0..4a664eb370 100644
--- a/tests/llm_translation/test_text_completion.py
+++ b/tests/llm_translation/test_text_completion.py
@@ -139,3 +139,38 @@ def test_convert_chat_to_text_completion_multiple_choices():
         completion_tokens_details=None,
         prompt_tokens_details=None,
     )
+
+
+@pytest.mark.asyncio
+@pytest.mark.parametrize("sync_mode", [True, False])
+async def test_text_completion_include_usage(sync_mode):
+    """Test text completion with include_usage"""
+    last_chunk = None
+    if sync_mode:
+        response = await litellm.atext_completion(
+            model="gpt-3.5-turbo",
+            prompt="Hello, world!",
+            stream=True,
+            stream_options={"include_usage": True},
+        )
+
+        async for chunk in response:
+            print(chunk)
+            last_chunk = chunk
+    else:
+        response = litellm.text_completion(
+            model="gpt-3.5-turbo",
+            prompt="Hello, world!",
+            stream=True,
+            stream_options={"include_usage": True},
+        )
+
+        for chunk in response:
+            print(chunk)
+            last_chunk = chunk
+
+    assert last_chunk is not None
+    assert last_chunk.usage is not None
+    assert last_chunk.usage.prompt_tokens > 0
+    assert last_chunk.usage.completion_tokens > 0
+    assert last_chunk.usage.total_tokens > 0
diff --git a/tests/local_testing/test_aim_guardrails.py b/tests/local_testing/test_aim_guardrails.py
index b68140d37b..d43156fb19 100644
--- a/tests/local_testing/test_aim_guardrails.py
+++ b/tests/local_testing/test_aim_guardrails.py
@@ -55,15 +55,15 @@ def test_aim_guard_config_no_api_key():
 
 
 @pytest.mark.asyncio
-async def test_callback():
+@pytest.mark.parametrize("mode", ["pre_call", "during_call"])
+async def test_callback(mode: str):
     init_guardrails_v2(
         all_guardrails=[
             {
                 "guardrail_name": "gibberish-guard",
                 "litellm_params": {
                     "guardrail": "aim",
-                    "guard_name": "gibberish_guard",
-                    "mode": "pre_call",
+                    "mode": mode,
                     "api_key": "hs-aim-key",
                 },
             }
@@ -89,6 +89,11 @@ async def test_callback():
                 request=Request(method="POST", url="http://aim"),
             ),
         ):
-            await aim_guardrail.async_pre_call_hook(
-                data=data, cache=DualCache(), user_api_key_dict=UserAPIKeyAuth(), call_type="completion"
-            )
+            if mode == "pre_call":
+                await aim_guardrail.async_pre_call_hook(
+                    data=data, cache=DualCache(), user_api_key_dict=UserAPIKeyAuth(), call_type="completion"
+                )
+            else:
+                await aim_guardrail.async_moderation_hook(
+                    data=data, user_api_key_dict=UserAPIKeyAuth(), call_type="completion"
+                )
diff --git a/tests/local_testing/test_get_llm_provider.py b/tests/local_testing/test_get_llm_provider.py
index a9be178072..c3f4c15c27 100644
--- a/tests/local_testing/test_get_llm_provider.py
+++ b/tests/local_testing/test_get_llm_provider.py
@@ -208,3 +208,11 @@ def test_nova_bedrock_converse():
     )
     assert custom_llm_provider == "bedrock"
     assert model == "amazon.nova-micro-v1:0"
+
+
+def test_bedrock_invoke_anthropic():
+    model, custom_llm_provider, dynamic_api_key, api_base = litellm.get_llm_provider(
+        model="bedrock/invoke/anthropic.claude-3-5-sonnet-20240620-v1:0",
+    )
+    assert custom_llm_provider == "bedrock"
+    assert model == "invoke/anthropic.claude-3-5-sonnet-20240620-v1:0"
diff --git a/tests/local_testing/test_get_model_info.py b/tests/local_testing/test_get_model_info.py
index 6747efce3a..c879332c7b 100644
--- a/tests/local_testing/test_get_model_info.py
+++ b/tests/local_testing/test_get_model_info.py
@@ -321,7 +321,7 @@ def test_get_model_info_bedrock_models():
     """
     Check for drift in base model info for bedrock models and regional model info for bedrock models.
     """
-    from litellm import AmazonConverseConfig
+    from litellm.llms.bedrock.common_utils import BedrockModelInfo
 
     os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
     litellm.model_cost = litellm.get_model_cost_map(url="")
@@ -337,7 +337,7 @@ def test_get_model_info_bedrock_models():
             if any(commitment in k for commitment in potential_commitments):
                 for commitment in potential_commitments:
                     k = k.replace(f"{commitment}/", "")
-            base_model = AmazonConverseConfig()._get_base_model(k)
+            base_model = BedrockModelInfo.get_base_model(k)
             base_model_info = litellm.model_cost[base_model]
             for base_model_key, base_model_value in base_model_info.items():
                 if base_model_key.startswith("supports_"):
diff --git a/tests/local_testing/test_guardrails_config.py b/tests/local_testing/test_guardrails_config.py
index 5ef585dbb9..66406ac5f4 100644
--- a/tests/local_testing/test_guardrails_config.py
+++ b/tests/local_testing/test_guardrails_config.py
@@ -90,3 +90,24 @@ def test_guardrail_list_of_event_hooks():
     assert not cg.should_run_guardrail(
         data=data, event_type=GuardrailEventHooks.during_call
     )
+
+
+def test_guardrail_info_response():
+    from litellm.types.guardrails import GuardrailInfoResponse, LitellmParams
+
+    guardrail_info = GuardrailInfoResponse(
+        guardrail_name="aporia-pre-guard",
+        litellm_params=LitellmParams(
+            guardrail="aporia",
+            mode="pre_call",
+        ),
+        guardrail_info={
+            "guardrail_name": "aporia-pre-guard",
+            "litellm_params": {
+                "guardrail": "aporia",
+                "mode": "always_on",
+            },
+        },
+    )
+
+    assert guardrail_info.litellm_params.default_on == False
diff --git a/tests/local_testing/test_parallel_request_limiter.py b/tests/local_testing/test_parallel_request_limiter.py
index bd308ded3f..8ab4b5fa30 100644
--- a/tests/local_testing/test_parallel_request_limiter.py
+++ b/tests/local_testing/test_parallel_request_limiter.py
@@ -65,7 +65,40 @@ async def test_global_max_parallel_requests():
             )
             pytest.fail("Expected call to fail")
         except Exception as e:
-            pass
+            print(e)
+
+
+@pytest.mark.flaky(retries=6, delay=1)
+@pytest.mark.asyncio
+async def test_key_max_parallel_requests():
+    """
+    Ensure the error str returned contains parallel request information.
+
+    Relevant Issue: https://github.com/BerriAI/litellm/issues/8392
+    """
+    _api_key = "sk-12345"
+    _api_key = hash_token("sk-12345")
+    user_api_key_dict = UserAPIKeyAuth(api_key=_api_key, max_parallel_requests=1)
+    local_cache = DualCache()
+    parallel_request_handler = MaxParallelRequestsHandler(
+        internal_usage_cache=InternalUsageCache(dual_cache=local_cache)
+    )
+
+    parallel_limit_reached = False
+    for _ in range(3):
+        try:
+            await parallel_request_handler.async_pre_call_hook(
+                user_api_key_dict=user_api_key_dict,
+                cache=local_cache,
+                data={},
+                call_type="",
+            )
+            await asyncio.sleep(1)
+        except Exception as e:
+            if "current max_parallel_requests" in str(e):
+                parallel_limit_reached = True
+
+    assert parallel_limit_reached
 
 
 @pytest.mark.asyncio
diff --git a/tests/local_testing/test_router.py b/tests/local_testing/test_router.py
index 1ef7607c26..62d0a5f52e 100644
--- a/tests/local_testing/test_router.py
+++ b/tests/local_testing/test_router.py
@@ -1446,7 +1446,7 @@ def test_bedrock_on_router():
 # test openai-compatible endpoint
 @pytest.mark.asyncio
 async def test_mistral_on_router():
-    litellm.set_verbose = True
+    litellm._turn_on_debug()
     model_list = [
         {
             "model_name": "gpt-3.5-turbo",
diff --git a/tests/local_testing/test_router_utils.py b/tests/local_testing/test_router_utils.py
index fa1c6f5f9e..7de9707579 100644
--- a/tests/local_testing/test_router_utils.py
+++ b/tests/local_testing/test_router_utils.py
@@ -384,3 +384,15 @@ def test_router_get_model_access_groups(potential_access_group, expected_result)
         model_access_group=potential_access_group
     )
     assert access_groups == expected_result
+
+
+def test_router_redis_cache():
+    router = Router(
+        model_list=[{"model_name": "gemini/*", "litellm_params": {"model": "gemini/*"}}]
+    )
+
+    redis_cache = MagicMock()
+
+    router._update_redis_cache(cache=redis_cache)
+
+    assert router.cache.redis_cache == redis_cache
diff --git a/tests/local_testing/test_traceloop.py b/tests/local_testing/test_traceloop.py
index 5cab8dd59c..ba5030dd7d 100644
--- a/tests/local_testing/test_traceloop.py
+++ b/tests/local_testing/test_traceloop.py
@@ -11,6 +11,7 @@ sys.path.insert(0, os.path.abspath("../.."))
 
 
 @pytest.fixture()
+@pytest.mark.skip(reason="Traceloop use `otel` integration instead")
 def exporter():
     from traceloop.sdk import Traceloop
 
@@ -26,7 +27,9 @@ def exporter():
     return exporter
 
 
+@pytest.mark.skip(reason="moved to using 'otel' for logging")
 @pytest.mark.parametrize("model", ["claude-3-5-haiku-20241022", "gpt-3.5-turbo"])
+@pytest.mark.skip(reason="Traceloop use `otel` integration instead")
 def test_traceloop_logging(exporter, model):
     litellm.completion(
         model=model,
diff --git a/tests/logging_callback_tests/gcs_pub_sub_body/spend_logs_payload.json b/tests/logging_callback_tests/gcs_pub_sub_body/spend_logs_payload.json
index 0e78e60b76..08c6b45183 100644
--- a/tests/logging_callback_tests/gcs_pub_sub_body/spend_logs_payload.json
+++ b/tests/logging_callback_tests/gcs_pub_sub_body/spend_logs_payload.json
@@ -9,7 +9,7 @@
     "model": "gpt-4o",
     "user": "",
     "team_id": "",
-    "metadata": "{\"additional_usage_values\": {\"completion_tokens_details\": null, \"prompt_tokens_details\": null}}",
+    "metadata": "{\"applied_guardrails\": [], \"additional_usage_values\": {\"completion_tokens_details\": null, \"prompt_tokens_details\": null}}",
     "cache_key": "Cache OFF",
     "spend": 0.00022500000000000002,
     "total_tokens": 30,
diff --git a/tests/logging_callback_tests/langfuse_expected_request_body/completion_with_no_choices.json b/tests/logging_callback_tests/langfuse_expected_request_body/completion_with_no_choices.json
new file mode 100644
index 0000000000..0683ff9ba9
--- /dev/null
+++ b/tests/logging_callback_tests/langfuse_expected_request_body/completion_with_no_choices.json
@@ -0,0 +1,75 @@
+{
+    "batch": [
+        {
+            "id": "1f1d7517-4602-4c59-a322-7fc0306f1b7a",
+            "type": "trace-create",
+            "body": {
+                "id": "litellm-test-dbadfdfc-f4e7-4f05-8992-984c37359166",
+                "timestamp": "2025-02-07T00:23:27.669634Z",
+                "name": "litellm-acompletion",
+                "input": {
+                    "messages": [
+                        {
+                            "role": "user",
+                            "content": "Hello!"
+                        }
+                    ]
+                },
+                "tags": []
+            },
+            "timestamp": "2025-02-07T00:23:27.669809Z"
+        },
+        {
+            "id": "fbe610b6-f500-4c7d-8e34-d40a0e8c487b",
+            "type": "generation-create",
+            "body": {
+                "traceId": "litellm-test-dbadfdfc-f4e7-4f05-8992-984c37359166",
+                "name": "litellm-acompletion",
+                "startTime": "2025-02-06T16:23:27.220129-08:00",
+                "metadata": {
+                    "hidden_params": {
+                        "model_id": null,
+                        "cache_key": null,
+                        "api_base": "https://api.openai.com",
+                        "response_cost": 3.5e-05,
+                        "additional_headers": {},
+                        "litellm_overhead_time_ms": null
+                    },
+                    "litellm_response_cost": 3.5e-05,
+                    "cache_hit": false,
+                    "requester_metadata": {}
+                },
+                "input": {
+                    "messages": [
+                        {
+                            "role": "user",
+                            "content": "Hello!"
+                        }
+                    ]
+                },
+                "level": "DEFAULT",
+                "id": "time-16-23-27-220129_chatcmpl-565360d7-965f-4533-9c09-db789af77a7d",
+                "endTime": "2025-02-06T16:23:27.644253-08:00",
+                "completionStartTime": "2025-02-06T16:23:27.644253-08:00",
+                "model": "gpt-3.5-turbo",
+                "modelParameters": {
+                    "extra_body": "{}"
+                },
+                "usage": {
+                    "input": 10,
+                    "output": 10,
+                    "unit": "TOKENS",
+                    "totalCost": 3.5e-05
+                }
+            },
+            "timestamp": "2025-02-07T00:23:27.670175Z"
+        }
+    ],
+    "metadata": {
+        "batch_size": 2,
+        "sdk_integration": "litellm",
+        "sdk_name": "python",
+        "sdk_version": "2.44.1",
+        "public_key": "pk-lf-e02aaea3-8668-4c9f-8c69-771a4ea1f5c9"
+    }
+}
\ No newline at end of file
diff --git a/tests/logging_callback_tests/test_custom_guardrail.py b/tests/logging_callback_tests/test_custom_guardrail.py
index ae8b8c0c1d..af1270756f 100644
--- a/tests/logging_callback_tests/test_custom_guardrail.py
+++ b/tests/logging_callback_tests/test_custom_guardrail.py
@@ -156,6 +156,12 @@ def test_get_guardrails_list_response():
     sample_config = [
         {
             "guardrail_name": "test-guard",
+            "litellm_params": {
+                "guardrail": "test-guard",
+                "mode": "pre_call",
+                "api_key": "test-api-key",
+                "api_base": "test-api-base",
+            },
             "guardrail_info": {
                 "params": [
                     {
@@ -188,7 +194,12 @@ def test_get_guardrails_list_response():
     assert len(empty_response.guardrails) == 0
 
     # Test case 3: Missing optional fields
-    minimal_config = [{"guardrail_name": "minimal-guard"}]
+    minimal_config = [
+        {
+            "guardrail_name": "minimal-guard",
+            "litellm_params": {"guardrail": "minimal-guard", "mode": "pre_call"},
+        }
+    ]
     minimal_response = _get_guardrails_list_response(minimal_config)
     assert isinstance(minimal_response, ListGuardrailsResponse)
     assert len(minimal_response.guardrails) == 1
diff --git a/tests/logging_callback_tests/test_langfuse_e2e_test.py b/tests/logging_callback_tests/test_langfuse_e2e_test.py
index 79197d6c25..b46d8764dd 100644
--- a/tests/logging_callback_tests/test_langfuse_e2e_test.py
+++ b/tests/logging_callback_tests/test_langfuse_e2e_test.py
@@ -352,3 +352,32 @@ class TestLangfuseLogging:
                 response_json_file,
                 setup["trace_id"],
             )
+
+    @pytest.mark.asyncio
+    async def test_langfuse_logging_completion_with_malformed_llm_response(
+        self, mock_setup
+    ):
+        """Test Langfuse logging for chat completion with malformed LLM response"""
+        setup = await mock_setup  # Await the fixture
+        litellm._turn_on_debug()
+        with patch("httpx.Client.post", setup["mock_post"]):
+            mock_response = litellm.ModelResponse(
+                choices=[],
+                usage=litellm.Usage(
+                    prompt_tokens=10,
+                    completion_tokens=10,
+                    total_tokens=20,
+                ),
+                model="gpt-3.5-turbo",
+                object="chat.completion",
+                created=1723081200,
+            ).model_dump()
+            await litellm.acompletion(
+                model="gpt-3.5-turbo",
+                messages=[{"role": "user", "content": "Hello!"}],
+                mock_response=mock_response,
+                metadata={"trace_id": setup["trace_id"]},
+            )
+            await self._verify_langfuse_call(
+                setup["mock_post"], "completion_with_no_choices.json", setup["trace_id"]
+            )
diff --git a/tests/logging_callback_tests/test_langfuse_unit_tests.py b/tests/logging_callback_tests/test_langfuse_unit_tests.py
index e9c255c1a3..16ed464fff 100644
--- a/tests/logging_callback_tests/test_langfuse_unit_tests.py
+++ b/tests/logging_callback_tests/test_langfuse_unit_tests.py
@@ -21,6 +21,11 @@ from litellm.types.utils import (
     StandardLoggingMetadata,
     StandardLoggingHiddenParams,
     StandardCallbackDynamicParams,
+    ModelResponse,
+    Choices,
+    Message,
+    TextCompletionResponse,
+    TextChoices,
 )
 
 
@@ -294,7 +299,6 @@ def test_get_langfuse_tags():
     assert result == []
 
 
-
 @patch.dict(os.environ, {}, clear=True)  # Start with empty environment
 def test_get_langfuse_flush_interval():
     """
@@ -316,6 +320,7 @@ def test_get_langfuse_flush_interval():
         )
         assert result == 120
 
+
 def test_langfuse_e2e_sync(monkeypatch):
     from litellm import completion
     import litellm
@@ -343,3 +348,45 @@ def test_langfuse_e2e_sync(monkeypatch):
 
         assert langfuse_mock.called
 
+
+def test_get_chat_content_for_langfuse():
+    """
+    Test that _get_chat_content_for_langfuse correctly extracts content from chat completion responses
+    """
+    # Test with valid response
+    mock_response = ModelResponse(
+        choices=[Choices(message=Message(role="assistant", content="Hello world"))]
+    )
+
+    result = LangFuseLogger._get_chat_content_for_langfuse(mock_response)
+    assert result == {
+        "content": "Hello world",
+        "role": "assistant",
+        "tool_calls": None,
+        "function_call": None,
+    }
+
+    # Test with empty choices
+    mock_response = ModelResponse(choices=[])
+    result = LangFuseLogger._get_chat_content_for_langfuse(mock_response)
+    assert result is None
+
+
+def test_get_text_completion_content_for_langfuse():
+    """
+    Test that _get_text_completion_content_for_langfuse correctly extracts content from text completion responses
+    """
+    # Test with valid response
+    mock_response = TextCompletionResponse(choices=[TextChoices(text="Hello world")])
+    result = LangFuseLogger._get_text_completion_content_for_langfuse(mock_response)
+    assert result == "Hello world"
+
+    # Test with empty choices
+    mock_response = TextCompletionResponse(choices=[])
+    result = LangFuseLogger._get_text_completion_content_for_langfuse(mock_response)
+    assert result is None
+
+    # Test with no choices field
+    mock_response = TextCompletionResponse()
+    result = LangFuseLogger._get_text_completion_content_for_langfuse(mock_response)
+    assert result is None
diff --git a/tests/logging_callback_tests/test_otel_logging.py b/tests/logging_callback_tests/test_otel_logging.py
index 9c19c9d261..aeec20be23 100644
--- a/tests/logging_callback_tests/test_otel_logging.py
+++ b/tests/logging_callback_tests/test_otel_logging.py
@@ -272,6 +272,8 @@ def validate_redacted_message_span_attributes(span):
         "metadata.user_api_key_user_id",
         "metadata.user_api_key_org_id",
         "metadata.user_api_key_end_user_id",
+        "metadata.user_api_key_user_email",
+        "metadata.applied_guardrails",
     ]
 
     _all_attributes = set(
diff --git a/tests/logging_callback_tests/test_prometheus_unit_tests.py b/tests/logging_callback_tests/test_prometheus_unit_tests.py
index 7a64dd64eb..4c328bcc82 100644
--- a/tests/logging_callback_tests/test_prometheus_unit_tests.py
+++ b/tests/logging_callback_tests/test_prometheus_unit_tests.py
@@ -73,6 +73,7 @@ def create_standard_logging_payload() -> StandardLoggingPayload:
             user_api_key_alias="test_alias",
             user_api_key_team_id="test_team",
             user_api_key_user_id="test_user",
+            user_api_key_user_email="test@example.com",
             user_api_key_team_alias="test_team_alias",
             user_api_key_org_id=None,
             spend_logs_metadata=None,
@@ -475,6 +476,7 @@ def test_increment_top_level_request_and_spend_metrics(prometheus_logger):
         team="test_team",
         team_alias="test_team_alias",
         model="gpt-3.5-turbo",
+        user_email=None,
     )
     prometheus_logger.litellm_requests_metric.labels().inc.assert_called_once()
 
@@ -631,6 +633,7 @@ async def test_async_post_call_failure_hook(prometheus_logger):
         team_alias="test_team_alias",
         user="test_user",
         status_code="429",
+        user_email=None,
     )
     prometheus_logger.litellm_proxy_total_requests_metric.labels().inc.assert_called_once()
 
@@ -674,6 +677,7 @@ async def test_async_post_call_success_hook(prometheus_logger):
         team_alias="test_team_alias",
         user="test_user",
         status_code="200",
+        user_email=None,
     )
     prometheus_logger.litellm_proxy_total_requests_metric.labels().inc.assert_called_once()
 
diff --git a/tests/logging_callback_tests/test_view_request_resp_logs.py b/tests/logging_callback_tests/test_view_request_resp_logs.py
new file mode 100644
index 0000000000..a8018b62ee
--- /dev/null
+++ b/tests/logging_callback_tests/test_view_request_resp_logs.py
@@ -0,0 +1,208 @@
+import io
+import os
+import sys
+
+sys.path.insert(0, os.path.abspath("../.."))
+
+import asyncio
+import json
+import logging
+import tempfile
+import uuid
+
+import json
+from datetime import datetime, timedelta, timezone
+from datetime import datetime
+
+import pytest
+
+import litellm
+from litellm import completion
+from litellm._logging import verbose_logger
+from litellm.integrations.gcs_bucket.gcs_bucket import (
+    GCSBucketLogger,
+    StandardLoggingPayload,
+)
+from litellm.types.utils import StandardCallbackDynamicParams
+
+
+# This is the response payload that GCS would return.
+mock_response_data = {
+    "id": "chatcmpl-9870a859d6df402795f75dc5fca5b2e0",
+    "trace_id": None,
+    "call_type": "acompletion",
+    "cache_hit": None,
+    "stream": True,
+    "status": "success",
+    "custom_llm_provider": "openai",
+    "saved_cache_cost": 0.0,
+    "startTime": 1739235379.683053,
+    "endTime": 1739235379.84533,
+    "completionStartTime": 1739235379.84533,
+    "response_time": 0.1622769832611084,
+    "model": "my-fake-model",
+    "metadata": {
+        "user_api_key_hash": "88dc28d0f030c55ed4ab77ed8faf098196cb1c05df778539800c9f1243fe6b4b",
+        "user_api_key_alias": None,
+        "user_api_key_team_id": None,
+        "user_api_key_org_id": None,
+        "user_api_key_user_id": "default_user_id",
+        "user_api_key_team_alias": None,
+        "spend_logs_metadata": None,
+        "requester_ip_address": "127.0.0.1",
+        "requester_metadata": {},
+        "user_api_key_end_user_id": None,
+        "prompt_management_metadata": None,
+    },
+    "cache_key": None,
+    "response_cost": 3.7500000000000003e-05,
+    "total_tokens": 21,
+    "prompt_tokens": 9,
+    "completion_tokens": 12,
+    "request_tags": [],
+    "end_user": "",
+    "api_base": "https://exampleopenaiendpoint-production.up.railway.app",
+    "model_group": "fake-openai-endpoint",
+    "model_id": "b68d56d76b0c24ac9462ab69541e90886342508212210116e300441155f37865",
+    "requester_ip_address": "127.0.0.1",
+    "messages": [
+        {"role": "user", "content": [{"type": "text", "text": "very gm to u"}]}
+    ],
+    "response": {
+        "id": "chatcmpl-9870a859d6df402795f75dc5fca5b2e0",
+        "created": 1677652288,
+        "model": "gpt-3.5-turbo-0301",
+        "object": "chat.completion",
+        "system_fingerprint": "fp_44709d6fcb",
+        "choices": [
+            {
+                "finish_reason": "stop",
+                "index": 0,
+                "message": {
+                    "content": "\n\nHello there, how may I assist you today?",
+                    "role": "assistant",
+                    "tool_calls": None,
+                    "function_call": None,
+                    "refusal": None,
+                },
+            }
+        ],
+        "usage": {
+            "completion_tokens": 12,
+            "prompt_tokens": 9,
+            "total_tokens": 21,
+            "completion_tokens_details": None,
+            "prompt_tokens_details": None,
+        },
+        "service_tier": None,
+    },
+    "model_parameters": {"stream": False, "max_retries": 0, "extra_body": {}},
+    "hidden_params": {
+        "model_id": "b68d56d76b0c24ac9462ab69541e90886342508212210116e300441155f37865",
+        "cache_key": None,
+        "api_base": "https://exampleopenaiendpoint-production.up.railway.app/",
+        "response_cost": 3.7500000000000003e-05,
+        "additional_headers": {},
+        "litellm_overhead_time_ms": 2.126,
+    },
+    "model_map_information": {
+        "model_map_key": "gpt-3.5-turbo-0301",
+        "model_map_value": {},
+    },
+    "error_str": None,
+    "error_information": {"error_code": "", "error_class": "", "llm_provider": ""},
+    "response_cost_failure_debug_info": None,
+    "guardrail_information": None,
+}
+
+
+@pytest.mark.asyncio
+async def test_get_payload_current_day():
+    """
+    Verify that the payload is returned when it is found on the current day.
+    """
+    gcs_logger = GCSBucketLogger()
+    # Use January 1, 2024 as the current day
+    start_time = datetime(2024, 1, 1, tzinfo=timezone.utc)
+    request_id = mock_response_data["id"]
+
+    async def fake_download(object_name: str, **kwargs) -> bytes | None:
+        if "2024-01-01" in object_name:
+            return json.dumps(mock_response_data).encode("utf-8")
+        return None
+
+    gcs_logger.download_gcs_object = fake_download
+
+    payload = await gcs_logger.get_request_response_payload(
+        request_id, start_time, None
+    )
+    assert payload is not None
+    assert payload["id"] == request_id
+
+
+@pytest.mark.asyncio
+async def test_get_payload_next_day():
+    """
+    Verify that if the payload is not found on the current day,
+    but is available on the next day, it is returned.
+    """
+    gcs_logger = GCSBucketLogger()
+    start_time = datetime(2024, 1, 1, tzinfo=timezone.utc)
+    request_id = mock_response_data["id"]
+
+    async def fake_download(object_name: str, **kwargs) -> bytes | None:
+        if "2024-01-02" in object_name:
+            return json.dumps(mock_response_data).encode("utf-8")
+        return None
+
+    gcs_logger.download_gcs_object = fake_download
+
+    payload = await gcs_logger.get_request_response_payload(
+        request_id, start_time, None
+    )
+    assert payload is not None
+    assert payload["id"] == request_id
+
+
+@pytest.mark.asyncio
+async def test_get_payload_previous_day():
+    """
+    Verify that if the payload is not found on the current or next day,
+    but is available on the previous day, it is returned.
+    """
+    gcs_logger = GCSBucketLogger()
+    start_time = datetime(2024, 1, 1, tzinfo=timezone.utc)
+    request_id = mock_response_data["id"]
+
+    async def fake_download(object_name: str, **kwargs) -> bytes | None:
+        if "2023-12-31" in object_name:
+            return json.dumps(mock_response_data).encode("utf-8")
+        return None
+
+    gcs_logger.download_gcs_object = fake_download
+
+    payload = await gcs_logger.get_request_response_payload(
+        request_id, start_time, None
+    )
+    assert payload is not None
+    assert payload["id"] == request_id
+
+
+@pytest.mark.asyncio
+async def test_get_payload_not_found():
+    """
+    Verify that if none of the three days contain the payload, None is returned.
+    """
+    gcs_logger = GCSBucketLogger()
+    start_time = datetime(2024, 1, 1, tzinfo=timezone.utc)
+    request_id = mock_response_data["id"]
+
+    async def fake_download(object_name: str, **kwargs) -> bytes | None:
+        return None
+
+    gcs_logger.download_gcs_object = fake_download
+
+    payload = await gcs_logger.get_request_response_payload(
+        request_id, start_time, None
+    )
+    assert payload is None
diff --git a/tests/multi_instance_e2e_tests/test_update_team_e2e.py b/tests/multi_instance_e2e_tests/test_update_team_e2e.py
new file mode 100644
index 0000000000..c4769aa6a5
--- /dev/null
+++ b/tests/multi_instance_e2e_tests/test_update_team_e2e.py
@@ -0,0 +1,195 @@
+import pytest
+import asyncio
+import aiohttp
+import json
+from httpx import AsyncClient
+from typing import Any, Optional
+
+
+# =====================================================================
+# NEW HELPER FUNCTIONS FOR TEAM BLOCKING TESTS
+# =====================================================================
+async def generate_team_key(
+    session,
+    team_id: str,
+    max_budget: Optional[float] = None,
+):
+    """Helper function to generate a key for a specific team"""
+    url = "http://0.0.0.0:4000/key/generate"
+    headers = {"Authorization": "Bearer sk-1234", "Content-Type": "application/json"}
+    data: dict[str, Any] = {"team_id": team_id}
+    if max_budget is not None:
+        data["max_budget"] = max_budget
+    async with session.post(url, headers=headers, json=data) as response:
+        return await response.json()
+
+
+async def update_team_block_status(session, team_id: str, blocked: bool, port: int):
+    """Helper to update a team's 'blocked' status on a given instance port."""
+    url = f"http://0.0.0.0:{port}/team/update"
+    headers = {"Authorization": "Bearer sk-1234", "Content-Type": "application/json"}
+    data = {"team_id": team_id, "blocked": blocked}
+    async with session.post(url, headers=headers, json=data) as response:
+        return await response.json()
+
+
+async def get_team_info(session, team_id: str, port: int):
+    """Helper to retrieve team info from a specific instance port."""
+    url = f"http://0.0.0.0:{port}/team/info"
+    headers = {"Authorization": "Bearer sk-1234"}
+    async with session.get(
+        url, headers=headers, params={"team_id": team_id}
+    ) as response:
+        data = await response.json()
+        return data["team_info"]
+
+
+async def chat_completion_on_port(
+    session, key: str, model: str, port: int, prompt: Optional[str] = None
+):
+    """
+    Helper function to make a chat completion request on a specified instance port.
+    Accepts an optional prompt string.
+    """
+    from openai import AsyncOpenAI
+    import uuid
+
+    if prompt is None:
+        prompt = f"Say hello! {uuid.uuid4()}" * 100
+    client = AsyncOpenAI(api_key=key, base_url=f"http://0.0.0.0:{port}/v1")
+    response = await client.chat.completions.create(
+        model=model,
+        messages=[{"role": "user", "content": prompt}],
+    )
+    return response
+
+
+# =====================================================================
+# NEW END‑TO‑END TEST FOR TEAM BLOCKING ACROSS MULTI‑INSTANCE SETUP
+# =====================================================================
+
+
+@pytest.mark.asyncio
+async def test_team_blocking_behavior_multi_instance():
+    """
+    Test team blocking scenario across multi-instance setup:
+
+    1. Create a new team on port 4000.
+    2. Verify (via team/info on port 4001) that the team is not blocked.
+    3. Create a key for that team.
+    4. Make a chat completion request (via instance on port 4000) and verify that it works.
+    6. Update the team to set 'blocked': True via the update endpoint on port 4001.
+    --- Sleep for 61 seconds --- the in-memory team obj ttl is 60 seconds
+    7. Verify (via team/info on port 4000) that the team is now blocked.
+    8. Make a chat completion request (using instance on port 4000) with a new prompt; expect it to be blocked.
+    9. Repeat the chat completion request with another new prompt; expect it to be blocked.
+    10. Confirm via team/info endpoints on both ports that the team remains blocked.
+    """
+    async with aiohttp.ClientSession() as session:
+        headers = {
+            "Authorization": "Bearer sk-1234",
+            "Content-Type": "application/json",
+        }
+
+        # 1. Create a new team on instance (port 4000)
+        url_new_team = "http://0.0.0.0:4000/team/new"
+        team_data = {}
+        async with session.post(
+            url_new_team, headers=headers, json=team_data
+        ) as response:
+            assert response.status == 200, "Failed to create team"
+            team_resp = await response.json()
+        team_id = team_resp["team_id"]
+
+        # 2. Verify via team/info on port 4001 that team is not blocked.
+        team_info_4001 = await get_team_info(session, team_id, port=4001)
+        assert "blocked" in team_info_4001, "Team info missing 'blocked' field"
+        assert (
+            team_info_4001["blocked"] is False
+        ), "Team should not be blocked initially"
+
+        # 3. Create a key for the team using the existing helper.
+        key_gen = await generate_team_key(session=session, team_id=team_id)
+        key = key_gen["key"]
+
+        # 4. Make a chat completion request on port 4000 and verify it works.
+        response = await chat_completion_on_port(
+            session,
+            key=key,
+            model="fake-openai-endpoint",
+            port=4000,
+            prompt="Non-cached prompt 1",
+        )
+        assert (
+            response is not None
+        ), "Chat completion should succeed when team is not blocked"
+
+        # 5. Update the team to set 'blocked': True on instance port 4001.
+        await update_team_block_status(session, team_id, blocked=True, port=4001)
+        print("sleeping for 61 seconds")
+        await asyncio.sleep(61)
+
+        # 6. Verify via team/info on port 4000 that the team is blocked.
+        team_info_4000 = await get_team_info(session, team_id, port=4000)
+        assert "blocked" in team_info_4000, "Team info missing 'blocked' field"
+        print(
+            "Team info on port 4000: ",
+            json.dumps(team_info_4000, indent=4, default=str),
+        )
+        assert team_info_4000["blocked"] is True, "Team should be blocked after update"
+        # 7.  Verify via team/info on port 4001 that the team is blocked.
+        team_info_4001 = await get_team_info(session, team_id, port=4001)
+        assert "blocked" in team_info_4001, "Team info missing 'blocked' field"
+        assert team_info_4001["blocked"] is True, "Team should be blocked after update"
+
+        # 8. Make a chat completion request on port 4000 with a new prompt; expect it to be blocked.
+        with pytest.raises(Exception) as excinfo:
+            await chat_completion_on_port(
+                session,
+                key=key,
+                model="fake-openai-endpoint",
+                port=4001,
+                prompt="Non-cached prompt 2",
+            )
+        error_msg = str(excinfo.value)
+        assert (
+            "blocked" in error_msg.lower()
+        ), f"Expected error indicating team blocked, got: {error_msg}"
+
+        # 9. Make a chat completion request on port 4000 with a new prompt; expect it to be blocked.
+        with pytest.raises(Exception) as excinfo:
+            await chat_completion_on_port(
+                session,
+                key=key,
+                model="fake-openai-endpoint",
+                port=4000,
+                prompt="Non-cached prompt 2",
+            )
+        error_msg = str(excinfo.value)
+        assert (
+            "blocked" in error_msg.lower()
+        ), f"Expected error indicating team blocked, got: {error_msg}"
+
+        # 9. Repeat the chat completion request with another new prompt; expect it to be blocked.
+        with pytest.raises(Exception) as excinfo_second:
+            await chat_completion_on_port(
+                session,
+                key=key,
+                model="fake-openai-endpoint",
+                port=4000,
+                prompt="Non-cached prompt 3",
+            )
+        error_msg_second = str(excinfo_second.value)
+        assert (
+            "blocked" in error_msg_second.lower()
+        ), f"Expected error indicating team blocked, got: {error_msg_second}"
+
+        # 10. Final verification: check team info on both ports indicates the team is blocked.
+        final_team_info_4000 = await get_team_info(session, team_id, port=4000)
+        final_team_info_4001 = await get_team_info(session, team_id, port=4001)
+        assert (
+            final_team_info_4000.get("blocked") is True
+        ), "Team on port 4000 should be blocked"
+        assert (
+            final_team_info_4001.get("blocked") is True
+        ), "Team on port 4001 should be blocked"
diff --git a/tests/otel_tests/test_prometheus.py b/tests/otel_tests/test_prometheus.py
index 7e26138f12..9fed31ee68 100644
--- a/tests/otel_tests/test_prometheus.py
+++ b/tests/otel_tests/test_prometheus.py
@@ -111,12 +111,12 @@ async def test_proxy_failure_metrics():
 
         assert (
             expected_metric in metrics
-        ), "Expected failure metric not found in /metrics"
-        expected_llm_deployment_failure = 'litellm_deployment_failure_responses_total{api_base="https://exampleopenaiendpoint-production.up.railway.app",api_provider="openai",exception_class="RateLimitError",exception_status="429",litellm_model_name="429",model_id="7499d31f98cd518cf54486d5a00deda6894239ce16d13543398dc8abf870b15f",requested_model="fake-azure-endpoint"} 1.0'
+        ), "Expected failure metric not found in /metrics."
+        expected_llm_deployment_failure = 'litellm_deployment_failure_responses_total{api_key_alias="None",end_user="None",hashed_api_key="88dc28d0f030c55ed4ab77ed8faf098196cb1c05df778539800c9f1243fe6b4b",requested_model="fake-azure-endpoint",status_code="429",team="None",team_alias="None",user="default_user_id",user_email="None"} 1.0'
         assert expected_llm_deployment_failure
 
         assert (
-            'litellm_proxy_total_requests_metric_total{api_key_alias="None",end_user="None",hashed_api_key="88dc28d0f030c55ed4ab77ed8faf098196cb1c05df778539800c9f1243fe6b4b",requested_model="fake-azure-endpoint",status_code="429",team="None",team_alias="None",user="default_user_id"} 1.0'
+            'litellm_proxy_total_requests_metric_total{api_key_alias="None",end_user="None",hashed_api_key="88dc28d0f030c55ed4ab77ed8faf098196cb1c05df778539800c9f1243fe6b4b",requested_model="fake-azure-endpoint",status_code="429",team="None",team_alias="None",user="default_user_id",user_email="None"} 1.0'
             in metrics
         )
 
@@ -258,6 +258,24 @@ async def create_test_team(
         return team_info["team_id"]
 
 
+async def create_test_user(
+    session: aiohttp.ClientSession, user_data: Dict[str, Any]
+) -> str:
+    """Create a new user and return the user_id"""
+    url = "http://0.0.0.0:4000/user/new"
+    headers = {
+        "Authorization": "Bearer sk-1234",
+        "Content-Type": "application/json",
+    }
+
+    async with session.post(url, headers=headers, json=user_data) as response:
+        assert (
+            response.status == 200
+        ), f"Failed to create user. Status: {response.status}"
+        user_info = await response.json()
+        return user_info
+
+
 async def get_prometheus_metrics(session: aiohttp.ClientSession) -> str:
     """Fetch current prometheus metrics"""
     async with session.get("http://0.0.0.0:4000/metrics") as response:
@@ -526,3 +544,38 @@ async def test_key_budget_metrics():
         assert (
             abs(key_info_remaining_budget - first_budget["remaining"]) <= 0.00000
         ), f"Spend mismatch: Prometheus={key_info_remaining_budget}, Key Info={first_budget['remaining']}"
+
+
+@pytest.mark.asyncio
+async def test_user_email_metrics():
+    """
+    Test user email tracking metrics:
+    1. Create a user with user_email
+    2. Make chat completion requests using OpenAI SDK with the user's email
+    3. Verify user email is being tracked correctly in `litellm_user_email_metric`
+    """
+    async with aiohttp.ClientSession() as session:
+        # Create a user with user_email
+        user_data = {
+            "user_email": "test@example.com",
+        }
+        user_info = await create_test_user(session, user_data)
+        key = user_info["key"]
+
+        # Initialize OpenAI client with the user's email
+        client = AsyncOpenAI(base_url="http://0.0.0.0:4000", api_key=key)
+
+        # Make initial request and check budget
+        await client.chat.completions.create(
+            model="fake-openai-endpoint",
+            messages=[{"role": "user", "content": f"Hello {uuid.uuid4()}"}],
+        )
+
+        await asyncio.sleep(11)  # Wait for metrics to update
+
+        # Get metrics after request
+        metrics_after_first = await get_prometheus_metrics(session)
+        print("metrics_after_first request", metrics_after_first)
+        assert (
+            "test@example.com" in metrics_after_first
+        ), "user_email should be tracked correctly"
diff --git a/tests/pass_through_tests/test_assembly_ai.py b/tests/pass_through_tests/test_assembly_ai.py
index dd9f91a0b4..2d01ef2c1b 100644
--- a/tests/pass_through_tests/test_assembly_ai.py
+++ b/tests/pass_through_tests/test_assembly_ai.py
@@ -1,5 +1,5 @@
 """
-This test ensures that the proxy can passthrough anthropic requests
+This test ensures that the proxy can passthrough requests to assemblyai
 """
 
 import pytest
diff --git a/tests/pass_through_unit_tests/test_assemblyai_unit_tests_passthrough.py b/tests/pass_through_unit_tests/test_assemblyai_unit_tests_passthrough.py
index 8279d4c988..963f1ad6ef 100644
--- a/tests/pass_through_unit_tests/test_assemblyai_unit_tests_passthrough.py
+++ b/tests/pass_through_unit_tests/test_assemblyai_unit_tests_passthrough.py
@@ -41,7 +41,6 @@ from litellm.proxy.pass_through_endpoints.success_handler import (
 @pytest.fixture
 def assembly_handler():
     handler = AssemblyAIPassthroughLoggingHandler()
-    handler.assemblyai_api_key = "test-key"
     return handler
 
 
@@ -66,21 +65,27 @@ def test_should_log_request():
 def test_get_assembly_transcript(assembly_handler, mock_transcript_response):
     """
     Test that the _get_assembly_transcript method calls GET /v2/transcript/{transcript_id}
+    and uses the test key returned by the mocked get_credentials.
     """
-    with patch("httpx.get") as mock_get:
-        mock_get.return_value.json.return_value = mock_transcript_response
-        mock_get.return_value.raise_for_status.return_value = None
+    # Patch get_credentials to return "test-key"
+    with patch(
+        "litellm.proxy.pass_through_endpoints.llm_passthrough_endpoints.passthrough_endpoint_router.get_credentials",
+        return_value="test-key",
+    ):
+        with patch("httpx.get") as mock_get:
+            mock_get.return_value.json.return_value = mock_transcript_response
+            mock_get.return_value.raise_for_status.return_value = None
 
-        transcript = assembly_handler._get_assembly_transcript("test-transcript-id")
-        assert transcript == mock_transcript_response
+            transcript = assembly_handler._get_assembly_transcript("test-transcript-id")
+            assert transcript == mock_transcript_response
 
-        mock_get.assert_called_once_with(
-            "https://api.assemblyai.com/v2/transcript/test-transcript-id",
-            headers={
-                "Authorization": "Bearer test-key",
-                "Content-Type": "application/json",
-            },
-        )
+            mock_get.assert_called_once_with(
+                "https://api.assemblyai.com/v2/transcript/test-transcript-id",
+                headers={
+                    "Authorization": "Bearer test-key",
+                    "Content-Type": "application/json",
+                },
+            )
 
 
 def test_poll_assembly_for_transcript_response(
@@ -89,18 +94,24 @@ def test_poll_assembly_for_transcript_response(
     """
     Test that the _poll_assembly_for_transcript_response method returns the correct transcript response
     """
-    with patch("httpx.get") as mock_get:
-        mock_get.return_value.json.return_value = mock_transcript_response
-        mock_get.return_value.raise_for_status.return_value = None
+    with patch(
+        "litellm.proxy.pass_through_endpoints.llm_passthrough_endpoints.passthrough_endpoint_router.get_credentials",
+        return_value="test-key",
+    ):
+        with patch("httpx.get") as mock_get:
+            mock_get.return_value.json.return_value = mock_transcript_response
+            mock_get.return_value.raise_for_status.return_value = None
 
-        # Override polling settings for faster test
-        assembly_handler.polling_interval = 0.01
-        assembly_handler.max_polling_attempts = 2
+            # Override polling settings for faster test
+            assembly_handler.polling_interval = 0.01
+            assembly_handler.max_polling_attempts = 2
 
-        transcript = assembly_handler._poll_assembly_for_transcript_response(
-            "test-transcript-id"
-        )
-        assert transcript == AssemblyAITranscriptResponse(**mock_transcript_response)
+            transcript = assembly_handler._poll_assembly_for_transcript_response(
+                "test-transcript-id",
+            )
+            assert transcript == AssemblyAITranscriptResponse(
+                **mock_transcript_response
+            )
 
 
 def test_is_assemblyai_route():
diff --git a/tests/pass_through_unit_tests/test_unit_test_passthrough_router.py b/tests/pass_through_unit_tests/test_unit_test_passthrough_router.py
new file mode 100644
index 0000000000..6e8296876a
--- /dev/null
+++ b/tests/pass_through_unit_tests/test_unit_test_passthrough_router.py
@@ -0,0 +1,134 @@
+import json
+import os
+import sys
+from datetime import datetime
+from unittest.mock import AsyncMock, Mock, patch, MagicMock
+
+sys.path.insert(0, os.path.abspath("../.."))  #
+
+import unittest
+from unittest.mock import patch
+from litellm.proxy.pass_through_endpoints.passthrough_endpoint_router import (
+    PassthroughEndpointRouter,
+)
+
+passthrough_endpoint_router = PassthroughEndpointRouter()
+
+"""
+1. Basic Usage
+    - Set OpenAI, AssemblyAI, Anthropic, Cohere credentials
+    - GET credentials from passthrough_endpoint_router
+
+2. Basic Usage - when not using DB 
+- No credentials set
+- call GET credentials with provider name, assert that it reads the secret from the environment variable
+
+
+3. Unit test for _get_default_env_variable_name_passthrough_endpoint
+"""
+
+
+class TestPassthroughEndpointRouter(unittest.TestCase):
+    def setUp(self):
+        self.router = PassthroughEndpointRouter()
+
+    def test_set_and_get_credentials(self):
+        """
+        1. Basic Usage:
+            - Set credentials for OpenAI, AssemblyAI, Anthropic, Cohere
+            - GET credentials from passthrough_endpoint_router (from the memory store when available)
+        """
+
+        # OpenAI: standard (no region-specific logic)
+        self.router.set_pass_through_credentials("openai", None, "openai_key")
+        self.assertEqual(self.router.get_credentials("openai", None), "openai_key")
+
+        # AssemblyAI: using an API base that contains 'eu' should trigger regional logic.
+        api_base_eu = "https://api.eu.assemblyai.com"
+        self.router.set_pass_through_credentials(
+            "assemblyai", api_base_eu, "assemblyai_key"
+        )
+        # When calling get_credentials, pass the region "eu" (extracted from the API base)
+        self.assertEqual(
+            self.router.get_credentials("assemblyai", "eu"), "assemblyai_key"
+        )
+
+        # Anthropic: no region set
+        self.router.set_pass_through_credentials("anthropic", None, "anthropic_key")
+        self.assertEqual(
+            self.router.get_credentials("anthropic", None), "anthropic_key"
+        )
+
+        # Cohere: no region set
+        self.router.set_pass_through_credentials("cohere", None, "cohere_key")
+        self.assertEqual(self.router.get_credentials("cohere", None), "cohere_key")
+
+    def test_get_credentials_from_env(self):
+        """
+        2. Basic Usage - when not using the database:
+            - No credentials set in memory
+            - Call get_credentials with provider name and expect it to read from the environment variable (via get_secret_str)
+        """
+        # Patch the get_secret_str function within the router's module.
+        with patch(
+            "litellm.proxy.pass_through_endpoints.passthrough_endpoint_router.get_secret_str"
+        ) as mock_get_secret:
+            mock_get_secret.return_value = "env_openai_key"
+            # For "openai", if credentials are not set, it should fallback to the env variable.
+            result = self.router.get_credentials("openai", None)
+            self.assertEqual(result, "env_openai_key")
+            mock_get_secret.assert_called_once_with("OPENAI_API_KEY")
+
+        with patch(
+            "litellm.proxy.pass_through_endpoints.passthrough_endpoint_router.get_secret_str"
+        ) as mock_get_secret:
+            mock_get_secret.return_value = "env_cohere_key"
+            result = self.router.get_credentials("cohere", None)
+            self.assertEqual(result, "env_cohere_key")
+            mock_get_secret.assert_called_once_with("COHERE_API_KEY")
+
+        with patch(
+            "litellm.proxy.pass_through_endpoints.passthrough_endpoint_router.get_secret_str"
+        ) as mock_get_secret:
+            mock_get_secret.return_value = "env_anthropic_key"
+            result = self.router.get_credentials("anthropic", None)
+            self.assertEqual(result, "env_anthropic_key")
+            mock_get_secret.assert_called_once_with("ANTHROPIC_API_KEY")
+
+        with patch(
+            "litellm.proxy.pass_through_endpoints.passthrough_endpoint_router.get_secret_str"
+        ) as mock_get_secret:
+            mock_get_secret.return_value = "env_azure_key"
+            result = self.router.get_credentials("azure", None)
+            self.assertEqual(result, "env_azure_key")
+            mock_get_secret.assert_called_once_with("AZURE_API_KEY")
+
+    def test_default_env_variable_method(self):
+        """
+        3. Unit test for _get_default_env_variable_name_passthrough_endpoint:
+            - Should return the provider in uppercase followed by _API_KEY.
+        """
+        self.assertEqual(
+            PassthroughEndpointRouter._get_default_env_variable_name_passthrough_endpoint(
+                "openai"
+            ),
+            "OPENAI_API_KEY",
+        )
+        self.assertEqual(
+            PassthroughEndpointRouter._get_default_env_variable_name_passthrough_endpoint(
+                "assemblyai"
+            ),
+            "ASSEMBLYAI_API_KEY",
+        )
+        self.assertEqual(
+            PassthroughEndpointRouter._get_default_env_variable_name_passthrough_endpoint(
+                "anthropic"
+            ),
+            "ANTHROPIC_API_KEY",
+        )
+        self.assertEqual(
+            PassthroughEndpointRouter._get_default_env_variable_name_passthrough_endpoint(
+                "cohere"
+            ),
+            "COHERE_API_KEY",
+        )
diff --git a/tests/proxy_admin_ui_tests/test_key_management.py b/tests/proxy_admin_ui_tests/test_key_management.py
index ae80b05b70..4fb94a5462 100644
--- a/tests/proxy_admin_ui_tests/test_key_management.py
+++ b/tests/proxy_admin_ui_tests/test_key_management.py
@@ -1022,3 +1022,82 @@ async def test_key_generate_always_db_team(mock_get_team_object):
 
     mock_get_team_object.assert_called_once()
     assert mock_get_team_object.call_args.kwargs["check_db_only"] == True
+
+
+@pytest.mark.asyncio
+@pytest.mark.parametrize(
+    "requested_model, should_pass",
+    [
+        ("gpt-4o", True),  # Should pass - exact match in aliases
+        ("gpt-4o-team1", True),  # Should pass - team has access to this deployment
+        ("gpt-4o-mini", False),  # Should fail - not in aliases
+        ("o-3", False),  # Should fail - not in aliases
+    ],
+)
+async def test_team_model_alias(prisma_client, requested_model, should_pass):
+    """
+    Test team model alias functionality:
+    1. Create team with model alias = `{gpt-4o: gpt-4o-team1}`
+    2. Generate key for that team with model = `gpt-4o`
+    3. Verify chat completion request works with aliased model = `gpt-4o`
+    """
+    litellm.set_verbose = True
+    setattr(litellm.proxy.proxy_server, "prisma_client", prisma_client)
+    setattr(litellm.proxy.proxy_server, "master_key", "sk-1234")
+    await litellm.proxy.proxy_server.prisma_client.connect()
+
+    # Create team with model alias
+    team_id = f"test_team_{uuid.uuid4()}"
+    await new_team(
+        data=NewTeamRequest(
+            team_id=team_id,
+            team_alias=f"test_team_alias_{uuid.uuid4()}",
+            models=["gpt-4o-team1"],
+            model_aliases={"gpt-4o": "gpt-4o-team1"},
+        ),
+        http_request=Request(scope={"type": "http"}),
+        user_api_key_dict=UserAPIKeyAuth(
+            user_role=LitellmUserRoles.PROXY_ADMIN, api_key="sk-1234", user_id="admin"
+        ),
+    )
+
+    # Generate key for the team
+    new_key = await generate_key_fn(
+        data=GenerateKeyRequest(
+            team_id=team_id,
+            models=["gpt-4o-team1"],
+        ),
+        user_api_key_dict=UserAPIKeyAuth(
+            user_role=LitellmUserRoles.PROXY_ADMIN, api_key="sk-1234", user_id="admin"
+        ),
+    )
+
+    generated_key = new_key.key
+
+    # Test chat completion request
+    request = Request(scope={"type": "http"})
+    request._url = URL(url="/chat/completions")
+
+    async def return_body():
+        return_string = f'{{"model": "{requested_model}"}}'
+        return return_string.encode()
+
+    request.body = return_body
+
+    if should_pass:
+        # Verify the key works with the aliased model
+        result = await user_api_key_auth(
+            request=request, api_key=f"Bearer {generated_key}"
+        )
+
+        assert result.models == [
+            "gpt-4o-team1"
+        ], "Expected model list to contain aliased model"
+        assert result.team_model_aliases == {
+            "gpt-4o": "gpt-4o-team1"
+        }, "Expected model aliases to be present"
+    else:
+        # Verify the key fails with non-aliased models
+        with pytest.raises(Exception) as exc_info:
+            await user_api_key_auth(request=request, api_key=f"Bearer {generated_key}")
+        assert exc_info.value.type == ProxyErrorTypes.key_model_access_denied
diff --git a/tests/proxy_unit_tests/test_auth_checks.py b/tests/proxy_unit_tests/test_auth_checks.py
index ad79328ade..0a8ebbe018 100644
--- a/tests/proxy_unit_tests/test_auth_checks.py
+++ b/tests/proxy_unit_tests/test_auth_checks.py
@@ -633,3 +633,52 @@ async def test_get_fuzzy_user_object():
     mock_prisma.db.litellm_usertable.find_unique.assert_called_with(
         where={"sso_user_id": "sso_123"}, include={"organization_memberships": True}
     )
+
+
+@pytest.mark.parametrize(
+    "model, alias_map, expect_to_work",
+    [
+        ("gpt-4", {"gpt-4": "gpt-4-team1"}, True),  # model matches alias value
+        ("gpt-5", {"gpt-4": "gpt-4-team1"}, False),
+    ],
+)
+@pytest.mark.asyncio
+async def test_can_key_call_model_with_aliases(model, alias_map, expect_to_work):
+    """
+    Test if can_key_call_model correctly handles model aliases in the token
+    """
+    from litellm.proxy.auth.auth_checks import can_key_call_model
+
+    llm_model_list = [
+        {
+            "model_name": "gpt-4-team1",
+            "litellm_params": {
+                "model": "gpt-4",
+                "api_key": "test-api-key",
+            },
+        }
+    ]
+    router = litellm.Router(model_list=llm_model_list)
+
+    user_api_key_object = UserAPIKeyAuth(
+        models=[
+            "gpt-4-team1",
+        ],
+        team_model_aliases=alias_map,
+    )
+
+    if expect_to_work:
+        await can_key_call_model(
+            model=model,
+            llm_model_list=llm_model_list,
+            valid_token=user_api_key_object,
+            llm_router=router,
+        )
+    else:
+        with pytest.raises(Exception) as e:
+            await can_key_call_model(
+                model=model,
+                llm_model_list=llm_model_list,
+                valid_token=user_api_key_object,
+                llm_router=router,
+            )
diff --git a/tests/proxy_unit_tests/test_jwt.py b/tests/proxy_unit_tests/test_jwt.py
index f35091afa6..a168a91c12 100644
--- a/tests/proxy_unit_tests/test_jwt.py
+++ b/tests/proxy_unit_tests/test_jwt.py
@@ -1183,3 +1183,67 @@ def test_can_rbac_role_call_route():
             },
             route="/v1/embeddings",
         )
+
+
+@pytest.mark.parametrize(
+    "requested_model, should_work",
+    [
+        ("gpt-3.5-turbo-testing", True),
+        ("gpt-4o", False),
+    ],
+)
+def test_check_scope_based_access(requested_model, should_work):
+    from litellm.proxy.auth.handle_jwt import JWTAuthManager
+    from litellm.proxy._types import ScopeMapping
+
+    args = {
+        "scope_mappings": [
+            ScopeMapping(
+                models=["anthropic-claude"],
+                routes=["/v1/chat/completions"],
+                scope="litellm.api.consumer",
+            ),
+            ScopeMapping(
+                models=["gpt-3.5-turbo-testing"],
+                routes=None,
+                scope="litellm.api.gpt_3_5_turbo",
+            ),
+        ],
+        "scopes": [
+            "profile",
+            "groups-scope",
+            "email",
+            "litellm.api.gpt_3_5_turbo",
+            "litellm.api.consumer",
+        ],
+        "request_data": {
+            "model": requested_model,
+            "messages": [{"role": "user", "content": "Hey, how's it going 1234?"}],
+        },
+        "general_settings": {
+            "enable_jwt_auth": True,
+            "litellm_jwtauth": {
+                "team_id_jwt_field": "client_id",
+                "team_id_upsert": True,
+                "scope_mappings": [
+                    {
+                        "scope": "litellm.api.consumer",
+                        "models": ["anthropic-claude"],
+                        "routes": ["/v1/chat/completions"],
+                    },
+                    {
+                        "scope": "litellm.api.gpt_3_5_turbo",
+                        "models": ["gpt-3.5-turbo-testing"],
+                    },
+                ],
+                "enforce_scope_based_access": True,
+                "enforce_rbac": True,
+            },
+        },
+    }
+
+    if should_work:
+        JWTAuthManager.check_scope_based_access(**args)
+    else:
+        with pytest.raises(HTTPException):
+            JWTAuthManager.check_scope_based_access(**args)
diff --git a/tests/proxy_unit_tests/test_key_generate_prisma.py b/tests/proxy_unit_tests/test_key_generate_prisma.py
index 538cd2aeee..ecd14afed7 100644
--- a/tests/proxy_unit_tests/test_key_generate_prisma.py
+++ b/tests/proxy_unit_tests/test_key_generate_prisma.py
@@ -2033,7 +2033,7 @@ async def test_aview_spend_per_user(prisma_client):
         first_user = user_by_spend[0]
 
         print("\nfirst_user=", first_user)
-        assert first_user["spend"] > 0
+        assert first_user["spend"] >= 0
     except Exception as e:
         print("Got Exception", e)
         pytest.fail(f"Got exception {e}")
@@ -2051,7 +2051,7 @@ async def test_view_spend_per_key(prisma_client):
         first_key = key_by_spend[0]
 
         print("\nfirst_key=", first_key)
-        assert first_key.spend > 0
+        assert first_key.spend >= 0
     except Exception as e:
         print("Got Exception", e)
         pytest.fail(f"Got exception {e}")
diff --git a/tests/proxy_unit_tests/test_proxy_utils.py b/tests/proxy_unit_tests/test_proxy_utils.py
index 081db6638c..9d756b1d66 100644
--- a/tests/proxy_unit_tests/test_proxy_utils.py
+++ b/tests/proxy_unit_tests/test_proxy_utils.py
@@ -1639,7 +1639,6 @@ def test_provider_specific_header():
         },
     }
 
-
 async def create_budget(session, data):
     url = "http://0.0.0.0:4000/budget/new"
     headers = {"Authorization": "Bearer sk-1234", "Content-Type": "application/json"}
@@ -1858,3 +1857,78 @@ async def test_reset_budget_for_endusers(prisma_client, budget_and_enduser_setup
     assert (
         budget_y.budget_reset_at == initial_budget_y_reset_at_date
     ), "Budget Y budget_reset_at should remain unchanged"
+
+
+@pytest.mark.parametrize(
+    "wildcard_model, expected_models",
+    [
+        (
+            "anthropic/*",
+            ["anthropic/claude-3-5-haiku-20241022", "anthropic/claude-3-opus-20240229"],
+        ),
+        (
+            "vertex_ai/gemini-*",
+            ["vertex_ai/gemini-1.5-flash", "vertex_ai/gemini-1.5-pro"],
+        ),
+    ],
+)
+def test_get_known_models_from_wildcard(wildcard_model, expected_models):
+    from litellm.proxy.auth.model_checks import get_known_models_from_wildcard
+
+    wildcard_models = get_known_models_from_wildcard(wildcard_model=wildcard_model)
+    # Check if all expected models are in the returned list
+    print(f"wildcard_models: {wildcard_models}\n")
+    for model in expected_models:
+        if model not in wildcard_models:
+            print(f"Missing expected model: {model}")
+
+    assert all(model in wildcard_models for model in expected_models)
+    
+@pytest.mark.parametrize(
+    "data, user_api_key_dict, expected_model",
+    [
+        # Test case 1: Model exists in team aliases
+        (
+            {"model": "gpt-4o"},
+            UserAPIKeyAuth(
+                api_key="test_key", team_model_aliases={"gpt-4o": "gpt-4o-team-1"}
+            ),
+            "gpt-4o-team-1",
+        ),
+        # Test case 2: Model doesn't exist in team aliases
+        (
+            {"model": "gpt-4o"},
+            UserAPIKeyAuth(
+                api_key="test_key", team_model_aliases={"claude-3": "claude-3-team-1"}
+            ),
+            "gpt-4o",
+        ),
+        # Test case 3: No team aliases defined
+        (
+            {"model": "gpt-4o"},
+            UserAPIKeyAuth(api_key="test_key", team_model_aliases=None),
+            "gpt-4o",
+        ),
+        # Test case 4: No model in request data
+        (
+            {"messages": []},
+            UserAPIKeyAuth(
+                api_key="test_key", team_model_aliases={"gpt-4o": "gpt-4o-team-1"}
+            ),
+            None,
+        ),
+    ],
+)
+def test_update_model_if_team_alias_exists(data, user_api_key_dict, expected_model):
+    from litellm.proxy.litellm_pre_call_utils import _update_model_if_team_alias_exists
+
+    # Make a copy of the input data to avoid modifying the test parameters
+    test_data = data.copy()
+
+    # Call the function
+    _update_model_if_team_alias_exists(
+        data=test_data, user_api_key_dict=user_api_key_dict
+    )
+
+    # Check if model was updated correctly
+    assert test_data.get("model") == expected_model
diff --git a/tests/router_unit_tests/test_router_adding_deployments.py b/tests/router_unit_tests/test_router_adding_deployments.py
index b5e2d4a526..fca3f147e5 100644
--- a/tests/router_unit_tests/test_router_adding_deployments.py
+++ b/tests/router_unit_tests/test_router_adding_deployments.py
@@ -76,27 +76,6 @@ def test_initialize_deployment_for_pass_through_missing_params():
         )
 
 
-def test_initialize_deployment_for_pass_through_unsupported_provider():
-    """
-    Test initialization with an unsupported provider
-    """
-    router = Router(model_list=[])
-    deployment = Deployment(
-        model_name="unsupported-test",
-        litellm_params=LiteLLM_Params(
-            model="unsupported/test-model",
-            use_in_pass_through=True,
-        ),
-    )
-
-    # Should not raise an error, but log a warning
-    router._initialize_deployment_for_pass_through(
-        deployment=deployment,
-        custom_llm_provider="unsupported_provider",
-        model="unsupported/test-model",
-    )
-
-
 def test_initialize_deployment_when_pass_through_disabled():
     """
     Test that initialization simply exits when use_in_pass_through is False
diff --git a/tests/router_unit_tests/test_router_endpoints.py b/tests/router_unit_tests/test_router_endpoints.py
index 98d8f8f90b..99164827cc 100644
--- a/tests/router_unit_tests/test_router_endpoints.py
+++ b/tests/router_unit_tests/test_router_endpoints.py
@@ -324,3 +324,28 @@ async def test_anthropic_router_completion_e2e(model_list):
     AnthropicResponse.model_validate(response)
 
     assert response.model == "gpt-3.5-turbo"
+
+
+@pytest.mark.asyncio
+async def test_router_with_empty_choices(model_list):
+    """
+    https://github.com/BerriAI/litellm/issues/8306
+    """
+    router = Router(model_list=model_list)
+    mock_response = litellm.ModelResponse(
+        choices=[],
+        usage=litellm.Usage(
+            prompt_tokens=10,
+            completion_tokens=10,
+            total_tokens=20,
+        ),
+        model="gpt-3.5-turbo",
+        object="chat.completion",
+        created=1723081200,
+    ).model_dump()
+    response = await router.acompletion(
+        model="gpt-3.5-turbo",
+        messages=[{"role": "user", "content": "Hello, how are you?"}],
+        mock_response=mock_response,
+    )
+    assert response is not None
diff --git a/tests/router_unit_tests/test_router_helper_utils.py b/tests/router_unit_tests/test_router_helper_utils.py
index e02b47ec36..f12371baeb 100644
--- a/tests/router_unit_tests/test_router_helper_utils.py
+++ b/tests/router_unit_tests/test_router_helper_utils.py
@@ -918,6 +918,31 @@ def test_flush_cache(model_list):
     assert router.cache.get_cache("test") is None
 
 
+def test_discard(model_list):
+    """
+    Test that discard properly removes a Router from the callback lists
+    """
+    litellm.callbacks = []
+    litellm.success_callback = []
+    litellm._async_success_callback = []
+    litellm.failure_callback = []
+    litellm._async_failure_callback = []
+    litellm.input_callback = []
+    litellm.service_callback = []
+
+    router = Router(model_list=model_list)
+    router.discard()
+
+    # Verify all callback lists are empty
+    assert len(litellm.callbacks) == 0
+    assert len(litellm.success_callback) == 0
+    assert len(litellm.failure_callback) == 0
+    assert len(litellm._async_success_callback) == 0
+    assert len(litellm._async_failure_callback) == 0
+    assert len(litellm.input_callback) == 0
+    assert len(litellm.service_callback) == 0
+
+
 def test_initialize_assistants_endpoint(model_list):
     """Test if the 'initialize_assistants_endpoint' function is working correctly"""
     router = Router(model_list=model_list)
diff --git a/tests/store_model_in_db_tests/test_adding_passthrough_model.py b/tests/store_model_in_db_tests/test_adding_passthrough_model.py
new file mode 100644
index 0000000000..ad26e19bd6
--- /dev/null
+++ b/tests/store_model_in_db_tests/test_adding_passthrough_model.py
@@ -0,0 +1,202 @@
+"""
+Test adding a pass through assemblyai model + api key + api base to the db
+wait 20 seconds 
+make request 
+
+Cases to cover 
+1. user points api base to <proxy-base>/assemblyai 
+2. user points api base to <proxy-base>/asssemblyai/us
+3. user points api base to <proxy-base>/assemblyai/eu 
+4. Bad API Key / credential - 401
+"""
+
+import time
+import assemblyai as aai
+import pytest
+import httpx
+import os
+import json
+
+TEST_MASTER_KEY = "sk-1234"
+PROXY_BASE_URL = "http://0.0.0.0:4000"
+US_BASE_URL = f"{PROXY_BASE_URL}/assemblyai"
+EU_BASE_URL = f"{PROXY_BASE_URL}/eu.assemblyai"
+ASSEMBLYAI_API_KEY_ENV_VAR = "TEST_SPECIAL_ASSEMBLYAI_API_KEY"
+
+
+def _delete_all_assemblyai_models_from_db():
+    """
+    Delete all assemblyai models from the db
+    """
+    print("Deleting all assemblyai models from the db.......")
+    model_list_response = httpx.get(
+        url=f"{PROXY_BASE_URL}/v2/model/info",
+        headers={"Authorization": f"Bearer {TEST_MASTER_KEY}"},
+    )
+    response_data = model_list_response.json()
+    print("model list response", json.dumps(response_data, indent=4, default=str))
+    # Filter for only AssemblyAI models
+    assemblyai_models = [
+        model
+        for model in response_data["data"]
+        if model.get("litellm_params", {}).get("custom_llm_provider") == "assemblyai"
+    ]
+
+    for model in assemblyai_models:
+        model_id = model["model_info"]["id"]
+        httpx.post(
+            url=f"{PROXY_BASE_URL}/model/delete",
+            headers={"Authorization": f"Bearer {TEST_MASTER_KEY}"},
+            json={"id": model_id},
+        )
+    print("Deleted all assemblyai models from the db")
+
+
+@pytest.fixture(autouse=True)
+def cleanup_assemblyai_models():
+    """
+    Fixture to clean up AssemblyAI models before and after each test
+    """
+    # Clean up before test
+    _delete_all_assemblyai_models_from_db()
+
+    # Run the test
+    yield
+
+    # Clean up after test
+    _delete_all_assemblyai_models_from_db()
+
+
+def test_e2e_assemblyai_passthrough():
+    """
+    Test adding a pass through assemblyai model + api key + api base to the db
+    wait 20 seconds
+    make request
+    """
+    add_assembly_ai_model_to_db(api_base="https://api.assemblyai.com")
+    virtual_key = create_virtual_key()
+    # make request
+    make_assemblyai_basic_transcribe_request(
+        virtual_key=virtual_key, assemblyai_base_url=US_BASE_URL
+    )
+
+    pass
+
+
+def test_e2e_assemblyai_passthrough_eu():
+    """
+    Test adding a pass through assemblyai model + api key + api base to the db
+    wait 20 seconds
+    make request
+    """
+    add_assembly_ai_model_to_db(api_base="https://api.eu.assemblyai.com")
+    virtual_key = create_virtual_key()
+    # make request
+    make_assemblyai_basic_transcribe_request(
+        virtual_key=virtual_key, assemblyai_base_url=EU_BASE_URL
+    )
+
+    pass
+
+
+def test_assemblyai_routes_with_bad_api_key():
+    """
+    Test AssemblyAI endpoints with invalid API key to ensure proper error handling
+    """
+    bad_api_key = "sk-12222"
+    payload = {
+        "audio_url": "https://assembly.ai/wildfires.mp3",
+        "audio_end_at": 280,
+        "audio_start_from": 10,
+        "auto_chapters": True,
+    }
+    headers = {
+        "Authorization": f"Bearer {bad_api_key}",
+        "Content-Type": "application/json",
+    }
+
+    # Test EU endpoint
+    eu_response = httpx.post(
+        f"{PROXY_BASE_URL}/eu.assemblyai/v2/transcript", headers=headers, json=payload
+    )
+    assert (
+        eu_response.status_code == 401
+    ), f"Expected 401 unauthorized, got {eu_response.status_code}"
+
+    # Test US endpoint
+    us_response = httpx.post(
+        f"{PROXY_BASE_URL}/assemblyai/v2/transcript", headers=headers, json=payload
+    )
+    assert (
+        us_response.status_code == 401
+    ), f"Expected 401 unauthorized, got {us_response.status_code}"
+
+
+def create_virtual_key():
+    """
+    Create a virtual key
+    """
+    response = httpx.post(
+        url=f"{PROXY_BASE_URL}/key/generate",
+        headers={"Authorization": f"Bearer {TEST_MASTER_KEY}"},
+        json={},
+    )
+    print(response.json())
+    return response.json()["token"]
+
+
+def add_assembly_ai_model_to_db(
+    api_base: str,
+):
+    """
+    Add the assemblyai model to the db - makes a http request to the /model/new endpoint on PROXY_BASE_URL
+    """
+    print("assmbly ai api key", os.getenv(ASSEMBLYAI_API_KEY_ENV_VAR))
+    response = httpx.post(
+        url=f"{PROXY_BASE_URL}/model/new",
+        headers={"Authorization": f"Bearer {TEST_MASTER_KEY}"},
+        json={
+            "model_name": "assemblyai/*",
+            "litellm_params": {
+                "model": "assemblyai/*",
+                "custom_llm_provider": "assemblyai",
+                "api_key": os.getenv(ASSEMBLYAI_API_KEY_ENV_VAR),
+                "api_base": api_base,
+                "use_in_pass_through": True,
+            },
+            "model_info": {},
+        },
+    )
+    print(response.json())
+    pass
+
+
+def make_assemblyai_basic_transcribe_request(
+    virtual_key: str, assemblyai_base_url: str
+):
+    print("making basic transcribe request to assemblyai passthrough")
+
+    # Replace with your API key
+    aai.settings.api_key = f"Bearer {virtual_key}"
+    aai.settings.base_url = assemblyai_base_url
+
+    # URL of the file to transcribe
+    FILE_URL = "https://assembly.ai/wildfires.mp3"
+
+    # You can also transcribe a local file by passing in a file path
+    # FILE_URL = './path/to/file.mp3'
+
+    transcriber = aai.Transcriber()
+    transcript = transcriber.transcribe(FILE_URL)
+    print(transcript)
+    print(transcript.id)
+    if transcript.id:
+        transcript.delete_by_id(transcript.id)
+    else:
+        pytest.fail("Failed to get transcript id")
+
+    if transcript.status == aai.TranscriptStatus.error:
+        print(transcript.error)
+        pytest.fail(f"Failed to transcribe file error: {transcript.error}")
+    else:
+        print(transcript.text)
diff --git a/tests/store_model_in_db_tests/test_team_alias.py b/tests/store_model_in_db_tests/test_team_alias.py
new file mode 100644
index 0000000000..11c65dfdc5
--- /dev/null
+++ b/tests/store_model_in_db_tests/test_team_alias.py
@@ -0,0 +1,86 @@
+import pytest
+import asyncio
+import aiohttp
+import json
+from openai import AsyncOpenAI
+import uuid
+from httpx import AsyncClient
+import uuid
+import os
+
+TEST_MASTER_KEY = "sk-1234"
+PROXY_BASE_URL = "http://0.0.0.0:4000"
+
+
+@pytest.mark.asyncio
+async def test_team_model_alias():
+    """
+    Test model alias functionality with teams:
+    1. Add a new model with model_name="gpt-4-team1" and litellm_params.model="gpt-4o"
+    2. Create a new team
+    3. Update team with model_alias mapping
+    4. Generate key for team
+    5. Make request with aliased model name
+    """
+    client = AsyncClient(base_url=PROXY_BASE_URL)
+    headers = {"Authorization": f"Bearer {TEST_MASTER_KEY}"}
+
+    # Add new model
+    model_response = await client.post(
+        "/model/new",
+        json={
+            "model_name": "gpt-4o-team1",
+            "litellm_params": {
+                "model": "gpt-4o",
+                "api_key": os.getenv("OPENAI_API_KEY"),
+            },
+        },
+        headers=headers,
+    )
+    assert model_response.status_code == 200
+
+    # Create new team
+    team_response = await client.post(
+        "/team/new",
+        json={
+            "models": ["gpt-4o-team1"],
+        },
+        headers=headers,
+    )
+    assert team_response.status_code == 200
+    team_data = team_response.json()
+    team_id = team_data["team_id"]
+
+    # Update team with model alias
+    update_response = await client.post(
+        "/team/update",
+        json={"team_id": team_id, "model_aliases": {"gpt-4o": "gpt-4o-team1"}},
+        headers=headers,
+    )
+    assert update_response.status_code == 200
+
+    # Generate key for team
+    key_response = await client.post(
+        "/key/generate", json={"team_id": team_id}, headers=headers
+    )
+    assert key_response.status_code == 200
+    key = key_response.json()["key"]
+
+    # Make request with model alias
+    openai_client = AsyncOpenAI(api_key=key, base_url=f"{PROXY_BASE_URL}/v1")
+
+    response = await openai_client.chat.completions.create(
+        model="gpt-4o",
+        messages=[{"role": "user", "content": f"Test message {uuid.uuid4()}"}],
+    )
+
+    assert response is not None, "Should get valid response when using model alias"
+
+    # Cleanup - delete the model
+    model_id = model_response.json()["model_info"]["id"]
+    delete_response = await client.post(
+        "/model/delete",
+        json={"id": model_id},
+        headers={"Authorization": f"Bearer {TEST_MASTER_KEY}"},
+    )
+    assert delete_response.status_code == 200
diff --git a/tests/test_models.py b/tests/test_models.py
index d1c05da01e..848c401445 100644
--- a/tests/test_models.py
+++ b/tests/test_models.py
@@ -47,6 +47,7 @@ async def get_models(session, key):
 
         if status != 200:
             raise Exception(f"Request did not return a 200 status code: {status}")
+        return await response.json()
 
 
 @pytest.mark.asyncio
@@ -112,6 +113,24 @@ async def get_model_info(session, key, litellm_model_id=None):
         return await response.json()
 
 
+async def get_model_group_info(session, key):
+    url = "http://0.0.0.0:4000/model_group/info"
+    headers = {
+        "Authorization": f"Bearer {key}",
+        "Content-Type": "application/json",
+    }
+
+    async with session.get(url, headers=headers) as response:
+        status = response.status
+        response_text = await response.text()
+        print(response_text)
+        print()
+
+        if status != 200:
+            raise Exception(f"Request did not return a 200 status code: {status}")
+        return await response.json()
+
+
 async def chat_completion(session, key, model="azure-gpt-3.5"):
     url = "http://0.0.0.0:4000/chat/completions"
     headers = {
@@ -394,3 +413,31 @@ async def test_add_model_run_health():
 
         # cleanup
         await delete_model(session=session, model_id=model_id)
+
+
+@pytest.mark.asyncio
+async def test_model_group_info_e2e():
+    """
+    Test /model/group/info endpoint
+    """
+    async with aiohttp.ClientSession() as session:
+        models = await get_models(session=session, key="sk-1234")
+        print(models)
+
+        expected_models = [
+            "anthropic/claude-3-5-haiku-20241022",
+            "anthropic/claude-3-opus-20240229",
+        ]
+
+        model_group_info = await get_model_group_info(session=session, key="sk-1234")
+        print(model_group_info)
+
+        has_anthropic_claude_3_5_haiku = False
+        has_anthropic_claude_3_opus = False
+        for model in model_group_info["data"]:
+            if model["model_group"] == "anthropic/claude-3-5-haiku-20241022":
+                has_anthropic_claude_3_5_haiku = True
+            if model["model_group"] == "anthropic/claude-3-opus-20240229":
+                has_anthropic_claude_3_opus = True
+
+        assert has_anthropic_claude_3_5_haiku and has_anthropic_claude_3_opus
diff --git a/tests/test_openai_endpoints.py b/tests/test_openai_endpoints.py
index ce0deb51a0..0faae9d333 100644
--- a/tests/test_openai_endpoints.py
+++ b/tests/test_openai_endpoints.py
@@ -378,6 +378,36 @@ async def test_chat_completion_streaming():
     print(f"response_str: {response_str}")
 
 
+@pytest.mark.asyncio
+async def test_completion_streaming_usage_metrics():
+    """
+    [PROD Test] Ensures usage metrics are returned correctly when `include_usage` is set to `True`
+    """
+    client = AsyncOpenAI(api_key="sk-1234", base_url="http://0.0.0.0:4000")
+
+    response = await client.completions.create(
+        model="gpt-instruct",
+        prompt="hey",
+        stream=True,
+        stream_options={"include_usage": True},
+        max_tokens=4,
+        temperature=0.00000001,
+    )
+
+    last_chunk = None
+    async for chunk in response:
+        print("chunk", chunk)
+        last_chunk = chunk
+
+    assert last_chunk is not None, "No chunks were received"
+    assert last_chunk.usage is not None, "Usage information was not received"
+    assert last_chunk.usage.prompt_tokens > 0, "Prompt tokens should be greater than 0"
+    assert (
+        last_chunk.usage.completion_tokens > 0
+    ), "Completion tokens should be greater than 0"
+    assert last_chunk.usage.total_tokens > 0, "Total tokens should be greater than 0"
+
+
 @pytest.mark.asyncio
 async def test_chat_completion_anthropic_structured_output():
     """
diff --git a/ui/litellm-dashboard/out/404.html b/ui/litellm-dashboard/out/404.html
index a11184bef8..94db804873 100644
--- a/ui/litellm-dashboard/out/404.html
+++ b/ui/litellm-dashboard/out/404.html
@@ -1 +1 @@
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diff --git a/ui/litellm-dashboard/out/_next/static/chunks/250-57462126852c026f.js b/ui/litellm-dashboard/out/_next/static/chunks/250-57462126852c026f.js
deleted file mode 100644
index 36304defac..0000000000
--- a/ui/litellm-dashboard/out/_next/static/chunks/250-57462126852c026f.js
+++ /dev/null
@@ -1 +0,0 @@
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\ No newline at end of file
diff --git a/ui/litellm-dashboard/out/_next/static/chunks/250-9fe99e6518e0255a.js b/ui/litellm-dashboard/out/_next/static/chunks/250-9fe99e6518e0255a.js
new file mode 100644
index 0000000000..51a530d17e
--- /dev/null
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/261-45feb99696985c63.js b/ui/litellm-dashboard/out/_next/static/chunks/261-c5b2a5c7eb59699f.js
similarity index 99%
rename from litellm/proxy/_experimental/out/_next/static/chunks/261-45feb99696985c63.js
rename to ui/litellm-dashboard/out/_next/static/chunks/261-c5b2a5c7eb59699f.js
index 251b9de365..62630d6355 100644
--- a/litellm/proxy/_experimental/out/_next/static/chunks/261-45feb99696985c63.js
+++ b/ui/litellm-dashboard/out/_next/static/chunks/261-c5b2a5c7eb59699f.js
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t(e){e.languages.sqf=e.languages.extend("clike",{string:{pattern:/"(?:(?:"")?[^"])*"(?!")|'(?:[^'])*'/,greedy:!0},keyword:/\b(?:breakOut|breakTo|call|case|catch|default|do|echo|else|execFSM|execVM|exitWith|for|forEach|forEachMember|forEachMemberAgent|forEachMemberTeam|from|goto|if|nil|preprocessFile|preprocessFileLineNumbers|private|scopeName|spawn|step|switch|then|throw|to|try|while|with)\b/i,boolean:/\b(?:false|true)\b/i,function:/\b(?:abs|accTime|acos|action|actionIDs|actionKeys|actionKeysImages|actionKeysNames|actionKeysNamesArray|actionName|actionParams|activateAddons|activatedAddons|activateKey|add3DENConnection|add3DENEventHandler|add3DENLayer|addAction|addBackpack|addBackpackCargo|addBackpackCargoGlobal|addBackpackGlobal|addCamShake|addCuratorAddons|addCuratorCameraArea|addCuratorEditableObjects|addCuratorEditingArea|addCuratorPoints|addEditorObject|addEventHandler|addForce|addForceGeneratorRTD|addGoggles|addGroupIcon|addHandgunItem|addHeadgear|addItem|addItemCargo|addItemCargoGlobal|addItemPool|addItemToBackpack|addItemToUniform|addItemToVest|addLiveStats|addMagazine|addMagazineAmmoCargo|addMagazineCargo|addMagazineCargoGlobal|addMagazineGlobal|addMagazinePool|addMagazines|addMagazineTurret|addMenu|addMenuItem|addMissionEventHandler|addMPEventHandler|addMusicEventHandler|addOwnedMine|addPlayerScores|addPrimaryWeaponItem|addPublicVariableEventHandler|addRating|addResources|addScore|addScoreSide|addSecondaryWeaponItem|addSwitchableUnit|addTeamMember|addToRemainsCollector|addTorque|addUniform|addVehicle|addVest|addWaypoint|addWeapon|addWeaponCargo|addWeaponCargoGlobal|addWeaponGlobal|addWeaponItem|addWeaponPool|addWeaponTurret|admin|agent|agents|AGLToASL|aimedAtTarget|aimPos|airDensityCurveRTD|airDensityRTD|airplaneThrottle|airportSide|AISFinishHeal|alive|all3DENEntities|allAirports|allControls|allCurators|allCutLayers|allDead|allDeadMen|allDisplays|allGroups|allMapMarkers|allMines|allMissionObjects|allow3DMode|allowCrewInImmobile|allowCuratorLogicIgnoreAreas|allowDamage|allowDammage|allowFileOperations|allowFleeing|allowGetIn|allowSprint|allPlayers|allSimpleObjects|allSites|allTurrets|allUnits|allUnitsUAV|allVariables|ammo|ammoOnPylon|animate|animateBay|animateDoor|animatePylon|animateSource|animationNames|animationPhase|animationSourcePhase|animationState|append|apply|armoryPoints|arrayIntersect|asin|ASLToAGL|ASLToATL|assert|assignAsCargo|assignAsCargoIndex|assignAsCommander|assignAsDriver|assignAsGunner|assignAsTurret|assignCurator|assignedCargo|assignedCommander|assignedDriver|assignedGunner|assignedItems|assignedTarget|assignedTeam|assignedVehicle|assignedVehicleRole|assignItem|assignTeam|assignToAirport|atan|atan2|atg|ATLToASL|attachedObject|attachedObjects|attachedTo|attachObject|attachTo|attackEnabled|backpack|backpackCargo|backpackContainer|backpackItems|backpackMagazines|backpackSpaceFor|behaviour|benchmark|binocular|blufor|boundingBox|boundingBoxReal|boundingCenter|briefingName|buildingExit|buildingPos|buldozer_EnableRoadDiag|buldozer_IsEnabledRoadDiag|buldozer_LoadNewRoads|buldozer_reloadOperMap|buttonAction|buttonSetAction|cadetMode|callExtension|camCommand|camCommit|camCommitPrepared|camCommitted|camConstuctionSetParams|camCreate|camDestroy|cameraEffect|cameraEffectEnableHUD|cameraInterest|cameraOn|cameraView|campaignConfigFile|camPreload|camPreloaded|camPrepareBank|camPrepareDir|camPrepareDive|camPrepareFocus|camPrepareFov|camPrepareFovRange|camPreparePos|camPrepareRelPos|camPrepareTarget|camSetBank|camSetDir|camSetDive|camSetFocus|camSetFov|camSetFovRange|camSetPos|camSetRelPos|camSetTarget|camTarget|camUseNVG|canAdd|canAddItemToBackpack|canAddItemToUniform|canAddItemToVest|cancelSimpleTaskDestination|canFire|canMove|canSlingLoad|canStand|canSuspend|canTriggerDynamicSimulation|canUnloadInCombat|canVehicleCargo|captive|captiveNum|cbChecked|cbSetChecked|ceil|channelEnabled|cheatsEnabled|checkAIFeature|checkVisibility|civilian|className|clear3DENAttribute|clear3DENInventory|clearAllItemsFromBackpack|clearBackpackCargo|clearBackpackCargoGlobal|clearForcesRTD|clearGroupIcons|clearItemCargo|clearItemCargoGlobal|clearItemPool|clearMagazineCargo|clearMagazineCargoGlobal|clearMagazinePool|clearOverlay|clearRadio|clearVehicleInit|clearWeaponCargo|clearWeaponCargoGlobal|clearWeaponPool|clientOwner|closeDialog|closeDisplay|closeOverlay|collapseObjectTree|collect3DENHistory|collectiveRTD|combatMode|commandArtilleryFire|commandChat|commander|commandFire|commandFollow|commandFSM|commandGetOut|commandingMenu|commandMove|commandRadio|commandStop|commandSuppressiveFire|commandTarget|commandWatch|comment|commitOverlay|compile|compileFinal|completedFSM|composeText|configClasses|configFile|configHierarchy|configName|configNull|configProperties|configSourceAddonList|configSourceMod|configSourceModList|confirmSensorTarget|connectTerminalToUAV|controlNull|controlsGroupCtrl|copyFromClipboard|copyToClipboard|copyWaypoints|cos|count|countEnemy|countFriendly|countSide|countType|countUnknown|create3DENComposition|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t(e){e.languages.sqf=e.languages.extend("clike",{string:{pattern:/"(?:(?:"")?[^"])*"(?!")|'(?:[^'])*'/,greedy:!0},keyword:/\b(?:breakOut|breakTo|call|case|catch|default|do|echo|else|execFSM|execVM|exitWith|for|forEach|forEachMember|forEachMemberAgent|forEachMemberTeam|from|goto|if|nil|preprocessFile|preprocessFileLineNumbers|private|scopeName|spawn|step|switch|then|throw|to|try|while|with)\b/i,boolean:/\b(?:false|true)\b/i,function:/\b(?:abs|accTime|acos|action|actionIDs|actionKeys|actionKeysImages|actionKeysNames|actionKeysNamesArray|actionName|actionParams|activateAddons|activatedAddons|activateKey|add3DENConnection|add3DENEventHandler|add3DENLayer|addAction|addBackpack|addBackpackCargo|addBackpackCargoGlobal|addBackpackGlobal|addCamShake|addCuratorAddons|addCuratorCameraArea|addCuratorEditableObjects|addCuratorEditingArea|addCuratorPoints|addEditorObject|addEventHandler|addForce|addForceGeneratorRTD|addGoggles|addGroupIcon|addHandgunItem|addHeadgear|addItem|addItemCargo|addItemCargoGlobal|addItemPool|addItemToBackpack|addItemToUniform|addItemToVest|addLiveStats|addMagazine|addMagazineAmmoCargo|addMagazineCargo|addMagazineCargoGlobal|addMagazineGlobal|addMagazinePool|addMagazines|addMagazineTurret|addMenu|addMenuItem|addMissionEventHandler|addMPEventHandler|addMusicEventHandler|addOwnedMine|addPlayerScores|addPrimaryWeaponItem|addPublicVariableEventHandler|addRating|addResources|addScore|addScoreSide|addSecondaryWeaponItem|addSwitchableUnit|addTeamMember|addToRemainsCollector|addTorque|addUniform|addVehicle|addVest|addWaypoint|addWeapon|addWeaponCargo|addWeaponCargoGlobal|addWeaponGlobal|addWeaponItem|addWeaponPool|addWeaponTurret|admin|agent|agents|AGLToASL|aimedAtTarget|aimPos|airDensityCurveRTD|airDensityRTD|airplaneThrottle|airportSide|AISFinishHeal|alive|all3DENEntities|allAirports|allControls|allCurators|allCutLayers|allDead|allDeadMen|allDisplays|allGroups|allMapMarkers|allMines|allMissionObjects|allow3DMode|allowCrewInImmobile|allowCuratorLogicIgnoreAreas|allowDamage|allowDammage|allowFileOperations|allowFleeing|allowGetIn|allowSprint|allPlayers|allSimpleObjects|allSites|allTurrets|allUnits|allUnitsUAV|allVariables|ammo|ammoOnPylon|animate|animateBay|animateDoor|animatePylon|animateSource|animationNames|animationPhase|animationSourcePhase|animationState|append|apply|armoryPoints|arrayIntersect|asin|ASLToAGL|ASLToATL|assert|assignAsCargo|assignAsCargoIndex|assignAsCommander|assignAsDriver|assignAsGunner|assignAsTurret|assignCurator|assignedCargo|assignedCommander|assignedDriver|assignedGunner|assignedItems|assignedTarget|assignedTeam|assignedVehicle|assignedVehicleRole|assignItem|assignTeam|assignToAirport|atan|atan2|atg|ATLToASL|attachedObject|attachedObjects|attachedTo|attachObject|attachTo|attackEnabled|backpack|backpackCargo|backpackContainer|backpackItems|backpackMagazines|backpackSpaceFor|behaviour|benchmark|binocular|blufor|boundingBox|boundingBoxReal|boundingCenter|briefingName|buildingExit|buildingPos|buldozer_EnableRoadDiag|buldozer_IsEnabledRoadDiag|buldozer_LoadNewRoads|buldozer_reloadOperMap|buttonAction|buttonSetAction|cadetMode|callExtension|camCommand|camCommit|camCommitPrepared|camCommitted|camConstuctionSetParams|camCreate|camDestroy|cameraEffect|cameraEffectEnableHUD|cameraInterest|cameraOn|cameraView|campaignConfigFile|camPreload|camPreloaded|camPrepareBank|camPrepareDir|camPrepareDive|camPrepareFocus|camPrepareFov|camPrepareFovRange|camPreparePos|camPrepareRelPos|camPrepareTarget|camSetBank|camSetDir|camSetDive|camSetFocus|camSetFov|camSetFovRange|camSetPos|camSetRelPos|camSetTarget|camTarget|camUseNVG|canAdd|canAddItemToBackpack|canAddItemToUniform|canAddItemToVest|cancelSimpleTaskDestination|canFire|canMove|canSlingLoad|canStand|canSuspend|canTriggerDynamicSimulation|canUnloadInCombat|canVehicleCargo|captive|captiveNum|cbChecked|cbSetChecked|ceil|channelEnabled|cheatsEnabled|checkAIFeature|checkVisibility|civilian|className|clear3DENAttribute|clear3DENInventory|clearAllItemsFromBackpack|clearBackpackCargo|clearBackpackCargoGlobal|clearForcesRTD|clearGroupIcons|clearItemCargo|clearItemCargoGlobal|clearItemPool|clearMagazineCargo|clearMagazineCargoGlobal|clearMagazinePool|clearOverlay|clearRadio|clearVehicleInit|clearWeaponCargo|clearWeaponCargoGlobal|clearWeaponPool|clientOwner|closeDialog|closeDisplay|closeOverlay|collapseObjectTree|collect3DENHistory|collectiveRTD|combatMode|commandArtilleryFire|commandChat|commander|commandFire|commandFollow|commandFSM|commandGetOut|commandingMenu|commandMove|commandRadio|commandStop|commandSuppressiveFire|commandTarget|commandWatch|comment|commitOverlay|compile|compileFinal|completedFSM|composeText|configClasses|configFile|configHierarchy|configName|configNull|configProperties|configSourceAddonList|configSourceMod|configSourceModList|confirmSensorTarget|connectTerminalToUAV|controlNull|controlsGroupCtrl|copyFromClipboard|copyToClipboard|copyWaypoints|cos|count|countEnemy|countFriendly|countSide|countType|countUnknown|create3DENComposition|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e=this.props,t=e.data,n=e.className,o=e.children,i=e.x,a=e.y,l=e.width,c=e.height,s=e.alwaysShowText,u=this.state,d=u.startX,f=u.endX,p=u.isTextActive,h=u.isSlideMoving,m=u.isTravellerMoving,g=u.isTravellerFocused;if(!t||!t.length||!(0,T.hj)(i)||!(0,T.hj)(a)||!(0,T.hj)(l)||!(0,T.hj)(c)||l<=0||c<=0)return null;var v=(0,x.Z)("recharts-brush",n),y=1===r.Children.count(o),b=Z("userSelect","none");return r.createElement(O.m,{className:v,onMouseLeave:this.handleLeaveWrapper,onTouchMove:this.handleTouchMove,style:b},this.renderBackground(),y&&this.renderPanorama(),this.renderSlide(d,f),this.renderTravellerLayer(d,"startX"),this.renderTravellerLayer(f,"endX"),(p||h||m||g||s)&&this.renderText())}}],o=[{key:"renderDefaultTraveller",value:function(e){var t=e.x,n=e.y,o=e.width,i=e.height,a=e.stroke,l=Math.floor(n+i/2)-1;return 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n;let{enableRowPinning:r,enablePinning:o}=t.options;return"function"==typeof r?r(e):null==(n=null!=r?r:o)||n},e.getIsPinned=()=>{let n=[e.id],{top:r,bottom:o}=t.getState().rowPinning,i=n.some(e=>null==r?void 0:r.includes(e)),a=n.some(e=>null==o?void 0:o.includes(e));return i?"top":!!a&&"bottom"},e.getPinnedIndex=()=>{var n,r;let o=e.getIsPinned();if(!o)return -1;let i=null==(n="top"===o?t.getTopRows():t.getBottomRows())?void 0:n.map(e=>{let{id:t}=e;return t});return null!=(r=null==i?void 0:i.indexOf(e.id))?r:-1}},createTable:e=>{e.setRowPinning=t=>null==e.options.onRowPinningChange?void 0:e.options.onRowPinningChange(t),e.resetRowPinning=t=>{var n,r;return e.setRowPinning(t?T():null!=(n=null==(r=e.initialState)?void 0:r.rowPinning)?n:T())},e.getIsSomeRowsPinned=t=>{var n,r,o;let i=e.getState().rowPinning;return t?!!(null==(n=i[t])?void 0:n.length):!!((null==(r=i.top)?void 0:r.length)||(null==(o=i.bottom)?void 0:o.length))},e._getPinnedRows=(t,n,r)=>{var 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_(e,n)},e.getIsSomeSelected=()=>{let{rowSelection:n}=t.getState();return"some"===D(e,n)},e.getIsAllSubRowsSelected=()=>{let{rowSelection:n}=t.getState();return"all"===D(e,n)},e.getCanSelect=()=>{var n;return"function"==typeof t.options.enableRowSelection?t.options.enableRowSelection(e):null==(n=t.options.enableRowSelection)||n},e.getCanSelectSubRows=()=>{var n;return"function"==typeof t.options.enableSubRowSelection?t.options.enableSubRowSelection(e):null==(n=t.options.enableSubRowSelection)||n},e.getCanMultiSelect=()=>{var n;return"function"==typeof t.options.enableMultiRowSelection?t.options.enableMultiRowSelection(e):null==(n=t.options.enableMultiRowSelection)||n},e.getToggleSelectedHandler=()=>{let t=e.getCanSelect();return n=>{var r;t&&e.toggleSelected(null==(r=n.target)?void 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ee(String(e)))}),tC(this,E,new Promise((e,t)=>{tC(this,k,e,"f"),tC(this,C,t,"f")}),"f"),tC(this,j,new Promise((e,t)=>{tC(this,P,e,"f"),tC(this,M,t,"f")}),"f"),tj(this,E,"f").catch(()=>{}),tj(this,j,"f").catch(()=>{})}_run(e){setTimeout(()=>{e().then(()=>{this._emitFinal(),this._emit("end")},tj(this,F,"f"))},0)}_addChatCompletion(e){this._chatCompletions.push(e),this._emit("chatCompletion",e);let t=e.choices[0]?.message;return t&&this._addMessage(t),e}_addMessage(e,t=!0){if("content"in e||(e.content=null),this.messages.push(e),t){if(this._emit("message",e),(tE(e)||tk(e))&&e.content)this._emit("functionCallResult",e.content);else if(tO(e)&&e.function_call)this._emit("functionCall",e.function_call);else if(tO(e)&&e.tool_calls)for(let t of e.tool_calls)"function"===t.type&&this._emit("functionCall",t.function)}}_connected(){this.ended||(tj(this,k,"f").call(this),this._emit("connect"))}get ended(){return tj(this,I,"f")}get errored(){return tj(this,T,"f")}get aborted(){return tj(this,R,"f")}abort(){this.controller.abort()}on(e,t){return(tj(this,A,"f")[e]||(tj(this,A,"f")[e]=[])).push({listener:t}),this}off(e,t){let n=tj(this,A,"f")[e];if(!n)return this;let r=n.findIndex(e=>e.listener===t);return r>=0&&n.splice(r,1),this}once(e,t){return(tj(this,A,"f")[e]||(tj(this,A,"f")[e]=[])).push({listener:t,once:!0}),this}emitted(e){return new Promise((t,n)=>{tC(this,N,!0,"f"),"error"!==e&&this.once("error",n),this.once(e,t)})}async done(){tC(this,N,!0,"f"),await tj(this,j,"f")}async finalChatCompletion(){await this.done();let e=this._chatCompletions[this._chatCompletions.length-1];if(!e)throw new ee("stream ended without producing a ChatCompletion");return e}async finalContent(){return await this.done(),tj(this,O,"m",_).call(this)}async finalMessage(){return await this.done(),tj(this,O,"m",D).call(this)}async finalFunctionCall(){return await this.done(),tj(this,O,"m",L).call(this)}async finalFunctionCallResult(){return await 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o=tj(this,O,"m",Z).call(this);null!=o&&this._emit("finalFunctionCallResult",o),this._chatCompletions.some(e=>e.usage)&&this._emit("totalUsage",tj(this,O,"m",B).call(this))}async _createChatCompletion(e,t,n){let r=n?.signal;r&&(r.aborted&&this.controller.abort(),r.addEventListener("abort",()=>this.controller.abort())),tj(this,O,"m",z).call(this,t);let o=await e.create({...t,stream:!1},{...n,signal:this.controller.signal});return this._connected(),this._addChatCompletion(o)}async _runChatCompletion(e,t,n){for(let e of t.messages)this._addMessage(e,!1);return await this._createChatCompletion(e,t,n)}async _runFunctions(e,t,n){let r="function",{function_call:o="auto",stream:i,...a}=t,l="string"!=typeof o&&o?.name,{maxChatCompletions:c=10}=n||{},s={};for(let e of t.functions)s[e.name||e.function.name]=e;let u=t.functions.map(e=>({name:e.name||e.function.name,parameters:e.parameters,description:e.description}));for(let e of t.messages)this._addMessage(e,!1);for(let t=0;t<c;++t){let t;let i=await this._createChatCompletion(e,{...a,function_call:o,functions:u,messages:[...this.messages]},n),c=i.choices[0]?.message;if(!c)throw new ee("missing message in ChatCompletion response");if(!c.function_call)return;let{name:d,arguments:f}=c.function_call,p=s[d];if(p){if(l&&l!==d){let e=`Invalid function_call: ${JSON.stringify(d)}. ${JSON.stringify(l)} requested. Please try again`;this._addMessage({role:r,name:d,content:e});continue}}else{let e=`Invalid function_call: ${JSON.stringify(d)}. Available options are: ${u.map(e=>JSON.stringify(e.name)).join(", ")}. 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Please try again`;this._addMessage({role:r,tool_call_id:n,content:e});continue}}else{let e=`Invalid tool_call: ${JSON.stringify(o)}. Available options are: ${u.map(e=>JSON.stringify(e.function.name)).join(", ")}. Please try again`;this._addMessage({role:r,tool_call_id:n,content:e});continue}try{t=tS(a)?await a.parse(i):i}catch(t){let e=t instanceof Error?t.message:String(t);this._addMessage({role:r,tool_call_id:n,content:e});continue}let c=await a.function(t,this),d=tj(this,O,"m",H).call(this,c);if(this._addMessage({role:r,tool_call_id:n,content:d}),l)return}}}}E=new WeakMap,k=new WeakMap,C=new WeakMap,j=new WeakMap,P=new WeakMap,M=new WeakMap,A=new WeakMap,I=new WeakMap,T=new WeakMap,R=new WeakMap,N=new WeakMap,F=new WeakMap,O=new WeakSet,_=function(){return tj(this,O,"m",D).call(this).content??null},D=function(){let e=this.messages.length;for(;e-- >0;){let t=this.messages[e];if(tO(t))return{...t,content:t.content??null}}throw new ee("stream ended without producing a ChatCompletionMessage with role=assistant")},L=function(){for(let e=this.messages.length-1;e>=0;e--){let t=this.messages[e];if(tO(t)&&t?.function_call)return t.function_call;if(tO(t)&&t?.tool_calls?.length)return t.tool_calls.at(-1)?.function}},Z=function(){for(let e=this.messages.length-1;e>=0;e--){let t=this.messages[e];if(tE(t)&&null!=t.content||tk(t)&&null!=t.content&&this.messages.some(e=>"assistant"===e.role&&e.tool_calls?.some(e=>"function"===e.type&&e.id===t.tool_call_id)))return t.content}},B=function(){let e={completion_tokens:0,prompt_tokens:0,total_tokens:0};for(let{usage:t}of this._chatCompletions)t&&(e.completion_tokens+=t.completion_tokens,e.prompt_tokens+=t.prompt_tokens,e.total_tokens+=t.total_tokens);return e},z=function(e){if(null!=e.n&&e.n>1)throw new ee("ChatCompletion convenience helpers only support n=1 at this time. 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diff --git a/ui/litellm-dashboard/out/_next/static/css/6b2cc61767854ec6.css b/ui/litellm-dashboard/out/_next/static/css/6b2cc61767854ec6.css
deleted file mode 100644
index b45464cc84..0000000000
--- a/ui/litellm-dashboard/out/_next/static/css/6b2cc61767854ec6.css
+++ /dev/null
@@ -1,3 +0,0 @@
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similarity index 100%
rename from ui/litellm-dashboard/out/_next/static/0hdHMe2pYzKXDJjNw5w42/_buildManifest.js
rename to ui/litellm-dashboard/out/_next/static/u7jIPHZY9RhOYpS_V7EDA/_buildManifest.js
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similarity index 100%
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\ No newline at end of file
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diff --git a/ui/litellm-dashboard/out/onboarding.txt b/ui/litellm-dashboard/out/onboarding.txt
index ba8534a9b4..dc56ac1d92 100644
--- a/ui/litellm-dashboard/out/onboarding.txt
+++ b/ui/litellm-dashboard/out/onboarding.txt
@@ -1,7 +1,7 @@
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diff --git a/ui/litellm-dashboard/src/app/globals.css b/ui/litellm-dashboard/src/app/globals.css
index 8f82132a30..677ff05b86 100644
--- a/ui/litellm-dashboard/src/app/globals.css
+++ b/ui/litellm-dashboard/src/app/globals.css
@@ -42,8 +42,3 @@ body {
 .custom-border {
   border: 1px solid var(--neutral-border);
 }
-
-.max-w-md {
-  display: flex;
-  max-width: 100px !important;
-}
diff --git a/ui/litellm-dashboard/src/app/page.tsx b/ui/litellm-dashboard/src/app/page.tsx
index 727a9e769c..3a089bf806 100644
--- a/ui/litellm-dashboard/src/app/page.tsx
+++ b/ui/litellm-dashboard/src/app/page.tsx
@@ -24,7 +24,8 @@ import Sidebar from "@/components/leftnav";
 import Usage from "@/components/usage";
 import CacheDashboard from "@/components/cache_dashboard";
 import { setGlobalLitellmHeaderName } from "@/components/networking";
-
+import { Organization } from "@/components/networking";
+import GuardrailsPanel from "@/components/guardrails";
 function getCookie(name: string) {
   const cookieValue = document.cookie
     .split("; ")
@@ -49,6 +50,8 @@ function formatUserRole(userRole: string) {
       return "Admin";
     case "proxy_admin_viewer":
       return "Admin Viewer";
+    case "org_admin":
+      return "Org Admin";
     case "internal_user":
       return "Internal User";
     case "internal_viewer":
@@ -75,6 +78,8 @@ export default function CreateKeyPage() {
   const [userEmail, setUserEmail] = useState<null | string>(null);
   const [teams, setTeams] = useState<null | any[]>(null);
   const [keys, setKeys] = useState<null | any[]>(null);
+  const [currentOrg, setCurrentOrg] = useState<Organization | null>(null);
+  const [organizations, setOrganizations] = useState<Organization[]>([]);
   const [proxySettings, setProxySettings] = useState<ProxySettings>({
     PROXY_BASE_URL: "",
     PROXY_LOGOUT_URL: "",
@@ -166,6 +171,21 @@ export default function CreateKeyPage() {
     }
   }, [token]);
 
+  const handleOrgChange = (org: Organization) => {
+    setCurrentOrg(org);
+    console.log(`org: ${JSON.stringify(org)}`)
+    if (org.members && userRole != "Admin") { // don't change user role if user is admin
+      for (const member of org.members) {
+        console.log(`member: ${JSON.stringify(member)}`)
+        if (member.user_id == userID) {
+          console.log(`member.user_role: ${member.user_role}`)
+          setUserRole(formatUserRole(member.user_role));
+        }
+      }
+    }
+    setTeams(null);
+  }
+
   return (
     <Suspense fallback={<div>Loading...</div>}>
       <QueryClientProvider client={queryClient}>
@@ -181,6 +201,8 @@ export default function CreateKeyPage() {
             setUserEmail={setUserEmail}
             setTeams={setTeams}
             setKeys={setKeys}
+            setOrganizations={setOrganizations}
+            currentOrg={currentOrg}
           />
         ) : (
           <div className="flex flex-col min-h-screen">
@@ -191,6 +213,9 @@ export default function CreateKeyPage() {
               premiumUser={premiumUser}
               setProxySettings={setProxySettings}
               proxySettings={proxySettings}
+              currentOrg={currentOrg}
+              organizations={organizations}
+              onOrgChange={handleOrgChange}
             />
             <div className="flex flex-1 overflow-auto">
               <div className="mt-8">
@@ -213,6 +238,8 @@ export default function CreateKeyPage() {
                   setUserEmail={setUserEmail}
                   setTeams={setTeams}
                   setKeys={setKeys}
+                  setOrganizations={setOrganizations}
+                  currentOrg={currentOrg}
                 />
               ) : page == "models" ? (
                 <ModelDashboard
@@ -251,6 +278,7 @@ export default function CreateKeyPage() {
                   accessToken={accessToken}
                   userID={userID}
                   userRole={userRole}
+                  currentOrg={currentOrg}
                 />
               ) : page == "organizations" ? (
                 <Organizations
@@ -281,6 +309,8 @@ export default function CreateKeyPage() {
                 />
               ) : page == "budgets" ? (
                 <BudgetPanel accessToken={accessToken} />
+              ) : page == "guardrails" ? (
+                <GuardrailsPanel accessToken={accessToken} />
               ) : page == "general-settings" ? (
                 <GeneralSettings
                   userID={userID}
diff --git a/ui/litellm-dashboard/src/components/add_model/provider_specific_fields.tsx b/ui/litellm-dashboard/src/components/add_model/provider_specific_fields.tsx
index 38f7edea90..f48763a6f4 100644
--- a/ui/litellm-dashboard/src/components/add_model/provider_specific_fields.tsx
+++ b/ui/litellm-dashboard/src/components/add_model/provider_specific_fields.tsx
@@ -1,5 +1,5 @@
 import React from "react";
-import { Form } from "antd";
+import { Form, Select } from "antd";
 import { TextInput, Text } from "@tremor/react";
 import { Row, Col, Typography, Button as Button2, Upload, UploadProps } from "antd";
 import { UploadOutlined } from "@ant-design/icons";
@@ -72,9 +72,21 @@ const ProviderSpecificFields: React.FC<ProviderSpecificFieldsProps> = ({
         </>
       )}
 
+      {selectedProviderEnum === Providers.AssemblyAI && (
+        <Form.Item
+          rules={[{ required: true, message: "Required" }]}
+          label="API Base"
+          name="api_base"
+        >
+          <Select placeholder="Select API Base">
+            <Select.Option value="https://api.assemblyai.com">https://api.assemblyai.com</Select.Option>
+            <Select.Option value="https://api.eu.assemblyai.com">https://api.eu.assemblyai.com</Select.Option>
+          </Select>
+        </Form.Item>
+      )}
+
       {(selectedProviderEnum === Providers.Azure ||
-        selectedProviderEnum === Providers.OpenAI_Compatible ||
-        selectedProviderEnum === Providers.AssemblyAI
+        selectedProviderEnum === Providers.OpenAI_Compatible
       ) && (
         <Form.Item
           rules={[{ required: true, message: "Required" }]}
diff --git a/ui/litellm-dashboard/src/components/common_components/fetch_teams.tsx b/ui/litellm-dashboard/src/components/common_components/fetch_teams.tsx
new file mode 100644
index 0000000000..6bc6ab6b0d
--- /dev/null
+++ b/ui/litellm-dashboard/src/components/common_components/fetch_teams.tsx
@@ -0,0 +1,14 @@
+import { teamListCall, DEFAULT_ORGANIZATION, Organization } from "../networking";
+
+export const fetchTeams = async (accessToken: string, userID: string | null, userRole: string | null, currentOrg: Organization | null, setTeams: (teams: any[]) => void) => {
+    let givenTeams;
+    if (userRole != "Admin" && userRole != "Admin Viewer") {
+      givenTeams = await teamListCall(accessToken, currentOrg?.organization_id || DEFAULT_ORGANIZATION, userID)
+    } else {
+      givenTeams = await teamListCall(accessToken, currentOrg?.organization_id || DEFAULT_ORGANIZATION)
+    }
+    
+    console.log(`givenTeams: ${givenTeams}`)
+
+    setTeams(givenTeams)
+  }
\ No newline at end of file
diff --git a/ui/litellm-dashboard/src/components/create_key_button.tsx b/ui/litellm-dashboard/src/components/create_key_button.tsx
index 69a7f2027f..95ce38429d 100644
--- a/ui/litellm-dashboard/src/components/create_key_button.tsx
+++ b/ui/litellm-dashboard/src/components/create_key_button.tsx
@@ -159,7 +159,10 @@ const CreateKey: React.FC<CreateKeyProps> = ({
 
       message.info("Making API Call");
       setIsModalVisible(true);
-
+      
+      if(keyOwner === "you"){
+        formValues.user_id = userID 
+      }
       // If it's a service account, add the service_account_id to the metadata
       if (keyOwner === "service_account") {
         // Parse existing metadata or create an empty object
diff --git a/ui/litellm-dashboard/src/components/edit_model/edit_model_modal.tsx b/ui/litellm-dashboard/src/components/edit_model/edit_model_modal.tsx
index 052dad18f7..5b5ecf3d8a 100644
--- a/ui/litellm-dashboard/src/components/edit_model/edit_model_modal.tsx
+++ b/ui/litellm-dashboard/src/components/edit_model/edit_model_modal.tsx
@@ -54,7 +54,7 @@ const EditModelModal: React.FC<EditModelModalProps> = ({
 
   return (
     <Modal
-      title={"Edit Model " + model_name}
+      title={"Edit '" + model_name + "' LiteLLM Params"}
       visible={visible}
       width={800}
       footer={null}
@@ -88,6 +88,15 @@ const EditModelModal: React.FC<EditModelModalProps> = ({
           <Form.Item className="mt-8" label="api_base" name="api_base">
             <TextInput />
           </Form.Item>
+          <Form.Item className="mt-8" label="api_key" name="api_key">
+            <TextInput />
+          </Form.Item>
+          <Form.Item className="mt-8" label="custom_llm_provider" name="custom_llm_provider">
+            <TextInput />
+          </Form.Item>
+          <Form.Item className="mt-8" label="model" name="model">
+            <TextInput />
+          </Form.Item>
           <Form.Item
             label="organization"
             name="organization"
diff --git a/ui/litellm-dashboard/src/components/guardrails.tsx b/ui/litellm-dashboard/src/components/guardrails.tsx
new file mode 100644
index 0000000000..54e4715684
--- /dev/null
+++ b/ui/litellm-dashboard/src/components/guardrails.tsx
@@ -0,0 +1,106 @@
+import React, { useState, useEffect } from "react";
+import {
+  Table,
+  TableBody,
+  TableCell,
+  TableHead,
+  TableHeaderCell,
+  TableRow,
+  Card,
+  Text,
+} from "@tremor/react";
+import { getGuardrailsList } from "./networking";
+
+interface GuardrailsPanelProps {
+  accessToken: string | null;
+}
+
+interface GuardrailsResponse {
+    guardrails: GuardrailItem[];
+}
+
+interface GuardrailItem {
+    guardrail_name: string | null;
+    litellm_params: {
+        guardrail: string;
+        mode: string;
+        default_on: boolean;
+    };
+    guardrail_info: Record<string, any> | null;
+}
+
+const GuardrailsPanel: React.FC<GuardrailsPanelProps> = ({ accessToken }) => {
+  const [guardrailsList, setGuardrailsList] = useState<GuardrailItem[]>([]);
+
+  useEffect(() => {
+    if (!accessToken) {
+      return;
+    }
+    
+    const fetchGuardrails = async () => {
+      try {
+        const response: GuardrailsResponse = await getGuardrailsList(accessToken);
+        console.log(`guardrails: ${JSON.stringify(response)}`);
+        setGuardrailsList(response.guardrails);
+
+      } catch (error) {
+        console.error('Error fetching guardrails:', error);
+      }
+    };
+
+    fetchGuardrails();
+  }, [accessToken]);
+
+  return (
+    <div className="w-full mx-auto flex-auto overflow-y-auto m-8 p-2">
+        <Text className="mb-4">
+        Configured guardrails and their current status. Setup guardrails in config.yaml.{" "}
+        <a 
+            href="https://docs.litellm.ai/docs/proxy/guardrails/quick_start" 
+            target="_blank" 
+            rel="noopener noreferrer" 
+            className="text-blue-500 hover:text-blue-700 underline"
+        >
+            Docs
+        </a>
+        </Text>
+      <Card>
+        <Table>
+          <TableHead>
+            <TableRow>
+              <TableHeaderCell>Guardrail Name</TableHeaderCell>
+              <TableHeaderCell>Mode</TableHeaderCell>
+              <TableHeaderCell>Status</TableHeaderCell>
+            </TableRow>
+          </TableHead>
+
+          <TableBody>
+            { (!guardrailsList || guardrailsList.length === 0) ? (
+              <TableRow>
+                <TableCell colSpan={3} className="mt-4 text-gray-500 text-center py-4">No guardrails configured</TableCell>
+              </TableRow>
+            ) : (
+              guardrailsList?.map((guardrail: GuardrailItem, index: number) => (
+                <TableRow key={index}>
+                <TableCell>{guardrail.guardrail_name}</TableCell>
+                <TableCell>{guardrail.litellm_params.mode}</TableCell>
+                <TableCell>
+                <div className={`inline-flex rounded-full px-2 py-1 text-xs font-medium
+                    ${guardrail.litellm_params.default_on 
+                    ? 'bg-green-100 text-green-800'  // Always On styling
+                    : 'bg-gray-100 text-gray-800'    // Per Request styling
+                    }`}>
+                    {guardrail.litellm_params.default_on ? 'Always On' : 'Per Request'}
+                </div>
+                </TableCell>
+                </TableRow>
+              ))
+            )}
+          </TableBody>
+        </Table>
+      </Card>
+    </div>
+  );
+};
+
+export default GuardrailsPanel;
\ No newline at end of file
diff --git a/ui/litellm-dashboard/src/components/key_team_helpers/fetch_available_models_team_key.tsx b/ui/litellm-dashboard/src/components/key_team_helpers/fetch_available_models_team_key.tsx
index 6a34ff0cb4..d42399179c 100644
--- a/ui/litellm-dashboard/src/components/key_team_helpers/fetch_available_models_team_key.tsx
+++ b/ui/litellm-dashboard/src/components/key_team_helpers/fetch_available_models_team_key.tsx
@@ -44,7 +44,6 @@ export const fetchAvailableModelsForTeamOrKey = async (
     };
 
 export const getModelDisplayName = (model: string) => {
-  console.log("getModelDisplayName", model);
   if (model.endsWith('/*')) {
     const provider = model.replace('/*', '');
     return `All ${provider} models`;
diff --git a/ui/litellm-dashboard/src/components/leftnav.tsx b/ui/litellm-dashboard/src/components/leftnav.tsx
index 3fcd97bf5f..4811f2d5b2 100644
--- a/ui/litellm-dashboard/src/components/leftnav.tsx
+++ b/ui/litellm-dashboard/src/components/leftnav.tsx
@@ -17,6 +17,7 @@ import {
   FileTextOutlined,
   LineOutlined,
   LineChartOutlined,
+  SafetyOutlined,
   ExperimentOutlined
 } from '@ant-design/icons';
 
@@ -56,6 +57,7 @@ const menuItems: MenuItem[] = [
   { key: "5", page: "users", label: "Internal Users", icon: <UserOutlined />, roles: all_admin_roles },
   { key: "14", page: "api_ref", label: "API Reference", icon: <ApiOutlined /> },
   { key: "16", page: "model-hub", label: "Model Hub", icon: <AppstoreOutlined /> },
+  { key: "15", page: "logs", label: "Logs", icon: <LineChartOutlined />, roles: all_admin_roles },
   { 
     key: "experimental", 
     page: "experimental",
@@ -63,9 +65,9 @@ const menuItems: MenuItem[] = [
     icon: <ExperimentOutlined />,
     roles: all_admin_roles,
     children: [
-      { key: "15", page: "logs", label: "Logs", icon: <LineChartOutlined />, roles: all_admin_roles },
       { key: "9", page: "caching", label: "Caching", icon: <DatabaseOutlined />, roles: all_admin_roles },
       { key: "10", page: "budgets", label: "Budgets", icon: <BankOutlined />, roles: all_admin_roles },
+      { key: "11", page: "guardrails", label: "Guardrails", icon: <SafetyOutlined />, roles: all_admin_roles },
     ]
   },
   {
diff --git a/ui/litellm-dashboard/src/components/model_dashboard.tsx b/ui/litellm-dashboard/src/components/model_dashboard.tsx
index 2cd9ab425b..6ffb934f24 100644
--- a/ui/litellm-dashboard/src/components/model_dashboard.tsx
+++ b/ui/litellm-dashboard/src/components/model_dashboard.tsx
@@ -418,17 +418,21 @@ const ModelDashboard: React.FC<ModelDashboardProps> = ({
 
     for (const [key, value] of Object.entries(formValues)) {
       if (key !== "model_id") {
-        newLiteLLMParams[key] = value;
+        // Empty string means user wants to null the value
+        newLiteLLMParams[key] = value === "" ? null : value;
       } else {
-        model_info_model_id = value;
+        model_info_model_id = value === "" ? null : value;
       }
     }
-
-    let payload = {
-      litellm_params: newLiteLLMParams,
-      model_info: {
+    
+    let payload: {
+      litellm_params: Record<string, any> | undefined;
+      model_info: { id: any } | undefined;
+    } = {
+      litellm_params: Object.keys(newLiteLLMParams).length > 0 ? newLiteLLMParams : undefined,
+      model_info: model_info_model_id !== undefined ? {
         id: model_info_model_id,
-      },
+      } : undefined,
     };
 
     console.log("handleEditSubmit payload:", payload);
diff --git a/ui/litellm-dashboard/src/components/navbar.tsx b/ui/litellm-dashboard/src/components/navbar.tsx
index e0c68ee702..e304f931a3 100644
--- a/ui/litellm-dashboard/src/components/navbar.tsx
+++ b/ui/litellm-dashboard/src/components/navbar.tsx
@@ -1,24 +1,10 @@
-"use client";
-
 import Link from "next/link";
-import Image from "next/image";
-import React, { useEffect, useState } from "react";
+import React from "react";
 import type { MenuProps } from "antd";
-import { Dropdown, Space } from "antd";
-import { useSearchParams } from "next/navigation";
-import {
-  Button,
-  Text,
-  Metric,
-  Title,
-  TextInput,
-  Grid,
-  Col,
-  Card,
-} from "@tremor/react";
+import { Dropdown } from "antd";
+import { CogIcon } from "@heroicons/react/outline";
+import { Organization } from "@/components/networking";
 
-
-// Define the props type
 interface NavbarProps {
   userID: string | null;
   userRole: string | null;
@@ -26,7 +12,12 @@ interface NavbarProps {
   premiumUser: boolean;
   setProxySettings: React.Dispatch<React.SetStateAction<any>>;
   proxySettings: any;
+  currentOrg: Organization | null;
+  onOrgChange?: (org: Organization) => void;
+  onNewOrg?: () => void;
+  organizations?: Organization[];
 }
+
 const Navbar: React.FC<NavbarProps> = ({
   userID,
   userRole,
@@ -34,101 +25,162 @@ const Navbar: React.FC<NavbarProps> = ({
   premiumUser,
   setProxySettings,
   proxySettings,
+  currentOrg = null,
+  onOrgChange = () => {},
+  onNewOrg = () => {},
+  organizations = []
 }) => {
-  console.log("User ID:", userID);
-  console.log("userEmail:", userEmail);
-  console.log("premiumUser:", premiumUser);
-
-  // const userColors = require('./ui_colors.json') || {};
+  console.log(`currentOrg: ${JSON.stringify(currentOrg)}`)
+  console.log(`organizations: ${JSON.stringify(organizations)}`)
   const isLocal = process.env.NODE_ENV === "development";
-  if (isLocal != true) {
-    console.log = function() {};
-  }
-  const proxyBaseUrl = isLocal ? "http://localhost:4000" : null;
   const imageUrl = isLocal ? "http://localhost:4000/get_image" : "/get_image";
-  let logoutUrl = "";
-
-  console.log("PROXY_settings=", proxySettings);
-
-  if (proxySettings) {
-    if (proxySettings.PROXY_LOGOUT_URL && proxySettings.PROXY_LOGOUT_URL !== undefined) {
-      logoutUrl = proxySettings.PROXY_LOGOUT_URL;
-    }
-  }
-
-  console.log("logoutUrl=", logoutUrl);
+  let logoutUrl = proxySettings?.PROXY_LOGOUT_URL || "";
 
   const handleLogout = () => {
-    // Clear cookies
     document.cookie = "token=; expires=Thu, 01 Jan 1970 00:00:00 UTC; path=/;";
     window.location.href = logoutUrl;
-  }
-   
+  };
 
-  const items: MenuProps["items"] = [
+  const userItems: MenuProps["items"] = [
     {
       key: "1",
       label: (
-        <>
-          <p>Role: {userRole}</p>
-          <p>ID: {userID}</p>
-          <p>Premium User: {String(premiumUser)}</p>
-        </>
+        <div className="px-1 py-1">
+          <p className="text-sm text-gray-600">Role: {userRole}</p>
+          <p className="text-sm text-gray-600">ID: {userID}</p>
+          <p className="text-sm text-gray-600">Premium User: {String(premiumUser)}</p>
+        </div>
       ),
     },
     {
       key: "2",
-      label: <p onClick={handleLogout}>Logout</p>,
+      label: <p className="text-sm hover:text-gray-900" onClick={handleLogout}>Logout</p>,
+    }
+  ];
+
+  const orgMenuItems: MenuProps["items"] = [
+    {
+      key: 'header',
+      label: 'Organizations',
+      type: 'group' as const,
+      style: { 
+        color: '#6B7280',
+        fontSize: '0.875rem'
+      }
+    },
+    {
+      key: "default",
+      label: (
+        <div className="flex items-center justify-between py-1">
+          <span className="text-sm">Default Organization</span>
+        </div>
+      ),
+      onClick: () => onOrgChange({ 
+        organization_id: null, 
+        organization_alias: "Default Organization" 
+      } as Organization)
+    },
+    ...organizations.filter(org => org.organization_id !== null).map(org => ({
+      key: org.organization_id ?? "default",
+      label: (
+        <div className="flex items-center justify-between py-1">
+          <span className="text-sm">{org.organization_alias}</span>
+        </div>
+      ),
+      onClick: () => onOrgChange(org)
+    })),
+    {
+      key: "note",
+      label: (
+        <div className="flex items-center justify-between py-1 px-2 bg-gray-50 text-gray-500 text-xs italic">
+          <span>Switching between organizations on the UI is currently in beta.</span>
+        </div>
+      ),
+      disabled: true
     }
   ];
 
   return (
-    <>
-      <nav className="bg-white border-b border-gray-200 sticky top-0 z-10">
-        <div className="w-full px-4">
-          <div className="flex justify-between items-center h-14">
-            {/* Left side - Just Logo */}
-            <div className="flex items-center">
-              <Link href="/" className="flex items-center">
-                <button className="text-gray-800 rounded text-center">
-                  <img
-                    src={imageUrl}
-                    alt="LiteLLM Brand"
-                    className="h-10 w-40 object-contain"
-                  />
-                </button>
-              </Link>
-            </div>
+    <nav className="bg-white border-b border-gray-200 sticky top-0 z-10">
+      <div className="w-full">
+        <div className="flex items-center h-12 px-4">
+          {/* Left side with correct logo positioning */}
+          <div className="flex items-center flex-shrink-0">
+            <Link href="/" className="flex items-center">
+              <img
+                src={imageUrl}
+                alt="LiteLLM Brand"
+                className="h-8 w-auto"
+              />
+            </Link>
+          </div>
 
-            {/* Right side - Links and Admin */}
-            <div className="flex items-center space-x-6">
-              <a 
-                href="https://docs.litellm.ai/docs/"
-                target="_blank"
-                rel="noopener noreferrer"
-                className="text-sm text-gray-600 hover:text-gray-800"
-              >
-                Docs
-              </a>
-              <Dropdown menu={{ items }}>
-                <button className="flex items-center text-sm text-gray-600 hover:text-gray-800">
-                  User
-                  <svg 
-                    className="ml-1 w-4 h-4" 
-                    fill="none" 
-                    stroke="currentColor" 
-                    viewBox="0 0 24 24"
-                  >
-                    <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={1.5} d="M19 9l-7 7-7-7" />
-                  </svg>
-                </button>
-              </Dropdown>
-            </div>
+          {/* Organization selector with beta label */}
+          <div className="ml-8 flex items-center">
+            <Dropdown 
+              menu={{ 
+                items: orgMenuItems,
+                style: {
+                  width: '280px',
+                  padding: '4px',
+                  marginTop: '4px'
+                }
+              }}
+              trigger={['click']}
+              placement="bottomLeft"
+            >
+              <button className="inline-flex items-center text-[13px] text-gray-700 hover:text-gray-900 transition-colors">
+                {currentOrg ? currentOrg.organization_alias : "Default Organization"}
+                <svg
+                  className="ml-1 w-4 h-4 text-gray-500"
+                  fill="none"
+                  stroke="currentColor"
+                  viewBox="0 0 24 24"
+                >
+                  <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={1.5} d="M19 9l-7 7-7-7" />
+                </svg>
+              </button>
+            </Dropdown>
+            <span className="ml-2 text-[10px] bg-blue-100 text-blue-800 font-medium px-2 py-0.5 rounded">BETA</span>
+          </div>
+
+          {/* Right side nav items */}
+          <div className="flex items-center space-x-5 ml-auto">
+            <a
+              href="https://docs.litellm.ai/docs/"
+              target="_blank"
+              rel="noopener noreferrer"
+              className="text-[13px] text-gray-600 hover:text-gray-900 transition-colors"
+            >
+              Docs
+            </a>
+
+            <Dropdown 
+              menu={{ 
+                items: userItems,
+                style: {
+                  padding: '4px',
+                  marginTop: '4px'
+                }
+              }}
+            >
+              <button className="inline-flex items-center text-[13px] text-gray-600 hover:text-gray-900 transition-colors">
+                User
+                <svg
+                  className="ml-1 w-4 h-4 text-gray-500"
+                  fill="none"
+                  stroke="currentColor"
+                  viewBox="0 0 24 24"
+                >
+                  <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={1.5} d="M19 9l-7 7-7-7" />
+                </svg>
+              </button>
+            </Dropdown>
           </div>
         </div>
-      </nav>
-    </>
+      </div>
+    </nav>
   );
 };
 
-export default Navbar;
+export default Navbar;
\ No newline at end of file
diff --git a/ui/litellm-dashboard/src/components/networking.tsx b/ui/litellm-dashboard/src/components/networking.tsx
index e9f543a87b..a59cf14600 100644
--- a/ui/litellm-dashboard/src/components/networking.tsx
+++ b/ui/litellm-dashboard/src/components/networking.tsx
@@ -9,12 +9,32 @@ if (isLocal != true) {
   console.log = function() {};
 }
 
+export const DEFAULT_ORGANIZATION = "default_organization";
+
 export interface Model {
   model_name: string;
   litellm_params: Object;
   model_info: Object | null;
 }
 
+export interface Organization {
+  organization_id: string | null;
+  organization_alias: string;
+  budget_id: string;
+  metadata: Record<string, any>;
+  models: string[];
+  spend: number;
+  model_spend: Record<string, number>;
+  created_at: string;
+  created_by: string;
+  updated_at: string;
+  updated_by: string;
+  litellm_budget_table: any;  // Simplified to any since we don't need the detailed structure
+  teams: any[] | null;
+  users: any[] | null;
+  members: any[] | null;
+}
+
 const baseUrl = "/"; // Assuming the base URL is the root
 
 
@@ -706,7 +726,8 @@ export const teamInfoCall = async (
 
 export const teamListCall = async (
   accessToken: String, 
-  userID: String | null = null
+  organizationID: string | null,
+  userID: String | null = null,
 ) => {
   /**
    * Get all available teams on proxy
@@ -714,9 +735,21 @@ export const teamListCall = async (
   try {
     let url = proxyBaseUrl ? `${proxyBaseUrl}/team/list` : `/team/list`;
     console.log("in teamInfoCall");
+    const queryParams = new URLSearchParams();
+    
     if (userID) {
-      url += `?user_id=${userID}`;
+      queryParams.append('user_id', userID.toString());
     }
+    
+    if (organizationID) {
+      queryParams.append('organization_id', organizationID.toString());
+    }
+    
+    const queryString = queryParams.toString();
+    if (queryString) {
+      url += `?${queryString}`;
+    }
+
     const response = await fetch(url, {
       method: "GET",
       headers: {
@@ -3188,3 +3221,41 @@ export const getGuardrailsList = async (accessToken: String) => {
     throw error;
   }
 };
+
+
+export const uiSpendLogDetailsCall = async (
+  accessToken: string,
+  logId: string,
+  start_date: string
+) => {
+  try {
+    // Construct base URL
+    let url = proxyBaseUrl 
+      ? `${proxyBaseUrl}/spend/logs/ui/${logId}?start_date=${encodeURIComponent(start_date)}`
+      : `/spend/logs/ui/${logId}?start_date=${encodeURIComponent(start_date)}`;
+
+    console.log("Fetching log details from:", url);
+    
+    const response = await fetch(url, {
+      method: "GET",
+      headers: {
+        [globalLitellmHeaderName]: `Bearer ${accessToken}`,
+        "Content-Type": "application/json",
+      },
+    });
+
+    if (!response.ok) {
+      const errorData = await response.text();
+      handleError(errorData);
+      throw new Error("Network response was not ok");
+    }
+
+    const data = await response.json();
+    console.log("Fetched log details:", data);
+    return data;
+  } catch (error) {
+    console.error("Failed to fetch log details:", error);
+    throw error;
+  }
+};
+
diff --git a/ui/litellm-dashboard/src/components/team/model_aliases_card.tsx b/ui/litellm-dashboard/src/components/team/model_aliases_card.tsx
new file mode 100644
index 0000000000..ba1cdc209d
--- /dev/null
+++ b/ui/litellm-dashboard/src/components/team/model_aliases_card.tsx
@@ -0,0 +1,174 @@
+import React, { useState } from "react";
+import {
+  Card,
+  Title,
+  Text,
+  Button as TremorButton,
+} from "@tremor/react";
+import { Modal, Form, Select, Input, message } from "antd";
+import { teamUpdateCall } from "@/components/networking";
+
+interface ModelAliasesCardProps {
+  teamId: string;
+  accessToken: string | null;
+  currentAliases: Record<string, string>;
+  availableModels: string[];
+  onUpdate: () => void;
+}
+
+const ModelAliasesCard: React.FC<ModelAliasesCardProps> = ({
+  teamId,
+  accessToken,
+  currentAliases,
+  availableModels,
+  onUpdate,
+}) => {
+  const [isModalVisible, setIsModalVisible] = useState(false);
+  const [form] = Form.useForm();
+
+  const handleCreateAlias = async (values: any) => {
+    try {
+      if (!accessToken) return;
+
+      const newAliases = {
+        ...currentAliases,
+        [values.alias_name]: values.original_model,
+      };
+
+      const updateData = {
+        team_id: teamId,
+        model_aliases: newAliases,
+      };
+
+      await teamUpdateCall(accessToken, updateData);
+      message.success("Model alias created successfully");
+      setIsModalVisible(false);
+      form.resetFields();
+      currentAliases[values.alias_name] = values.original_model;
+    } catch (error) {
+      message.error("Failed to create model alias");
+      console.error("Error creating model alias:", error);
+    }
+  };
+
+  return (
+    <div className="mt-8">
+      <Title>Team Aliases</Title>
+      <Text className="text-gray-600 mb-4">
+        Allow a team to use an alias that points to a specific model deployment.
+        
+      </Text>
+      
+      <div className="bg-white rounded-lg p-6 border border-gray-200">
+        <div className="flex justify-between items-center mb-6">
+          <div>
+            <div className="flex space-x-4 text-gray-600">
+              <div className="w-64">ALIAS</div>
+              <div>POINTS TO</div>
+            </div>
+          </div>
+          <TremorButton
+            size="md"
+            variant="primary"
+            onClick={() => setIsModalVisible(true)}
+          >
+            Create Model Alias
+          </TremorButton>
+        </div>
+
+        <div className="space-y-4">
+          {Object.entries(currentAliases).map(([aliasName, originalModel], index) => (
+            <div key={index} className="flex space-x-4 border-t border-gray-200 pt-4">
+              <div className="w-64">
+                <span className="bg-gray-100 px-2 py-1 rounded font-mono text-sm text-gray-700">
+                  {aliasName}
+                </span>
+              </div>
+              <div>
+                <span className="bg-gray-100 px-2 py-1 rounded font-mono text-sm text-gray-700">
+                  {originalModel}
+                </span>
+              </div>
+            </div>
+          ))}
+          {Object.keys(currentAliases).length === 0 && (
+            <div className="text-gray-500 text-center py-4 border-t border-gray-200">
+              No model aliases configured
+            </div>
+          )}
+        </div>
+      </div>
+
+      <Modal
+        title="Create Model Alias"
+        open={isModalVisible}
+        onCancel={() => {
+          setIsModalVisible(false);
+          form.resetFields();
+        }}
+        footer={null}
+        width={500}
+      >
+        <Form
+          form={form}
+          onFinish={handleCreateAlias}
+          layout="vertical"
+          className="mt-4"
+        >
+          <Form.Item
+            label="Alias Name"
+            name="alias_name"
+            rules={[{ required: true, message: "Please enter an alias name" }]}
+          >
+            <Input 
+              placeholder="Enter the model alias (e.g., gpt-4o)"
+              type=""
+            />
+          </Form.Item>
+
+          <Form.Item
+            label="Points To"
+            name="original_model"
+            rules={[{ required: true, message: "Please select a model" }]}
+          >
+            <Select 
+              placeholder="Select model version"
+              className="w-full font-mono"
+              showSearch
+              optionFilterProp="children"
+            >
+              {availableModels.map((model) => (
+                <Select.Option key={model} value={model} className="font-mono">
+                  {model}
+                </Select.Option>
+              ))}
+            </Select>
+          </Form.Item>
+
+          <div className="flex justify-end gap-2 mt-6">
+            <TremorButton
+              size="md"
+              variant="secondary"
+              onClick={() => {
+                setIsModalVisible(false);
+                form.resetFields();
+              }}
+              className="bg-white text-gray-700 border border-gray-300 hover:bg-gray-50"
+            >
+              Cancel
+            </TremorButton>
+            <TremorButton
+              size="md"
+              variant="secondary"
+              type="submit"
+            >
+              Create Alias
+            </TremorButton>
+          </div>
+        </Form>
+      </Modal>
+    </div>
+  );
+};
+
+export default ModelAliasesCard;
\ No newline at end of file
diff --git a/ui/litellm-dashboard/src/components/team/team_info.tsx b/ui/litellm-dashboard/src/components/team/team_info.tsx
index bfb243637e..64488d6298 100644
--- a/ui/litellm-dashboard/src/components/team/team_info.tsx
+++ b/ui/litellm-dashboard/src/components/team/team_info.tsx
@@ -29,6 +29,7 @@ import { PencilAltIcon, PlusIcon, TrashIcon } from "@heroicons/react/outline";
 import TeamMemberModal from "./edit_membership";
 import UserSearchModal from "@/components/common_components/user_search_modal";
 import { getModelDisplayName } from "../key_team_helpers/fetch_available_models_team_key";
+import ModelAliasesCard from "./model_aliases_card";
 
 
 interface TeamData {
@@ -51,7 +52,9 @@ interface TeamData {
     max_parallel_requests: number | null;
     budget_reset_at: string | null;
     model_id: string | null;
-    litellm_model_table: string | null;
+    litellm_model_table: {
+      model_aliases: Record<string, string>;
+    } | null;
     created_at: string;
   };
   keys: any[];
@@ -492,14 +495,12 @@ const TeamInfoView: React.FC<TeamInfoProps> = ({
             <Card>
               <div className="flex justify-between items-center mb-4">
                 <Title>Team Settings</Title>
-                {canEditTeam && (
-                  <Button 
-                    type="primary"
-                    className="bg-blue-500"
+                {(canEditTeam && !isEditing) && (
+                  <TremorButton 
                     onClick={() => setIsEditing(true)}
                   >
                     Edit Settings
-                  </Button>
+                  </TremorButton>
                 )}
               </div>
 
@@ -524,7 +525,7 @@ const TeamInfoView: React.FC<TeamInfoProps> = ({
                     name="team_alias"
                     rules={[{ required: true, message: "Please input a team name" }]}
                   >
-                    <Input />
+                    <Input type=""/>
                   </Form.Item>
                   
                   <Form.Item label="Models" name="models">
@@ -588,13 +589,13 @@ const TeamInfoView: React.FC<TeamInfoProps> = ({
                     />
                   </Form.Item>
 
-                  <div className="flex justify-end gap-2">
+                  <div className="flex justify-end gap-2 mt-6">
                     <Button onClick={() => setIsEditing(false)}>
                       Cancel
                     </Button>
-                    <Button type="primary" htmlType="submit" className="bg-blue-500">
+                    <TremorButton>
                       Save Changes
-                    </Button>
+                    </TremorButton>
                   </div>
                 </Form>
               ) : (
@@ -628,7 +629,7 @@ const TeamInfoView: React.FC<TeamInfoProps> = ({
                   </div>
                   <div>
                     <Text className="font-medium">Budget</Text>
-                    <div>Max: ${info.max_budget || 'Unlimited'}</div>
+                      <div>Max: {info.max_budget !== null ? `$${info.max_budget}` : 'No Limit'}</div>
                     <div>Reset: {info.budget_duration || 'Never'}</div>
                   </div>
                   <div>
@@ -640,6 +641,14 @@ const TeamInfoView: React.FC<TeamInfoProps> = ({
                 </div>
               )}
             </Card>
+
+            <ModelAliasesCard
+              teamId={teamId}
+              accessToken={accessToken}
+              currentAliases={teamData?.team_info?.litellm_model_table?.model_aliases || {}}
+              availableModels={userModels}
+              onUpdate={fetchTeamInfo}
+            />
           </TabPanel>
         </TabPanels>
       </TabGroup>
diff --git a/ui/litellm-dashboard/src/components/teams.tsx b/ui/litellm-dashboard/src/components/teams.tsx
index 6b0583bef8..7cb7d440a4 100644
--- a/ui/litellm-dashboard/src/components/teams.tsx
+++ b/ui/litellm-dashboard/src/components/teams.tsx
@@ -1,8 +1,9 @@
 import React, { useState, useEffect } from "react";
 import Link from "next/link";
 import { Typography } from "antd";
-import { teamDeleteCall, teamUpdateCall, teamInfoCall } from "./networking";
+import { teamDeleteCall, teamUpdateCall, teamInfoCall, Organization, DEFAULT_ORGANIZATION } from "./networking";
 import TeamMemberModal from "@/components/team/edit_membership";
+import { fetchTeams } from "./common_components/fetch_teams";
 import {
   InformationCircleIcon,
   PencilAltIcon,
@@ -64,6 +65,7 @@ interface TeamProps {
   setTeams: React.Dispatch<React.SetStateAction<Object[] | null>>;
   userID: string | null;
   userRole: string | null;
+  currentOrg: Organization | null;  
 }
 
 interface EditTeamModalProps {
@@ -90,26 +92,16 @@ const Team: React.FC<TeamProps> = ({
   setTeams,
   userID,
   userRole,
+  currentOrg
 }) => {
   const [lastRefreshed, setLastRefreshed] = useState("");
 
-  const fetchTeams = async (accessToken: string, userID: string | null, userRole: string | null) => {
-    let givenTeams;
-    if (userRole != "Admin" && userRole != "Admin Viewer") {
-      givenTeams = await teamListCall(accessToken, userID)
-    } else {
-      givenTeams = await teamListCall(accessToken)
-    }
-    
-    console.log(`givenTeams: ${givenTeams}`)
 
-    setTeams(givenTeams)
-  }
   useEffect(() => {
     console.log(`inside useeffect - ${teams}`)
     if (teams === null && accessToken) {
       // Call your function here
-      fetchTeams(accessToken, userID, userRole)
+      fetchTeams(accessToken, userID, userRole, currentOrg, setTeams)
     }
   }, [teams]);
   
@@ -117,7 +109,7 @@ const Team: React.FC<TeamProps> = ({
     console.log(`inside useeffect - ${lastRefreshed}`)
     if (accessToken) {
       // Call your function here
-      fetchTeams(accessToken, userID, userRole)
+      fetchTeams(accessToken, userID, userRole, currentOrg, setTeams)
     }
     handleRefreshClick()
   }, [lastRefreshed]);
@@ -255,9 +247,9 @@ const Team: React.FC<TeamProps> = ({
         let _team_id_to_info: Record<string, any> = {};
         let teamList;
         if (userRole != "Admin" && userRole != "Admin Viewer") {
-          teamList = await teamListCall(accessToken, userID)
+          teamList = await teamListCall(accessToken, currentOrg?.organization_id || DEFAULT_ORGANIZATION, userID)
         } else {
-          teamList = await teamListCall(accessToken)
+          teamList = await teamListCall(accessToken, currentOrg?.organization_id || DEFAULT_ORGANIZATION)
         }
         
         for (let i = 0; i < teamList.length; i++) {
@@ -285,7 +277,7 @@ const Team: React.FC<TeamProps> = ({
       if (accessToken != null) {
         const newTeamAlias = formValues?.team_alias;
         const existingTeamAliases = teams?.map((t) => t.team_alias) ?? [];
-        let organizationId = formValues?.organization_id;
+        let organizationId = formValues?.organization_id || currentOrg?.organization_id;
         if (organizationId === "" || typeof organizationId !== 'string') {
           formValues.organization_id = null;
         } else {
@@ -403,6 +395,10 @@ const Team: React.FC<TeamProps> = ({
               <TableBody>
                 {teams && teams.length > 0
                   ? teams
+                      .filter((team) => {
+                        const targetOrgId = currentOrg ? currentOrg.organization_id : null;
+                        return team.organization_id === targetOrgId;
+                      })                  
                       .sort((a, b) => new Date(b.created_at).getTime() - new Date(a.created_at).getTime())
                       .map((team: any) => (
                       <TableRow key={team.team_id}>
@@ -618,7 +614,7 @@ const Team: React.FC<TeamProps> = ({
             )}
           </Card>
         </Col>
-        {userRole == "Admin"? (
+        {userRole == "Admin" || userRole == "Org Admin"? (
           <Col numColSpan={1}>
             <Button
               className="mx-auto"
diff --git a/ui/litellm-dashboard/src/components/user_dashboard.tsx b/ui/litellm-dashboard/src/components/user_dashboard.tsx
index 99c110e6c9..5468fab9cd 100644
--- a/ui/litellm-dashboard/src/components/user_dashboard.tsx
+++ b/ui/litellm-dashboard/src/components/user_dashboard.tsx
@@ -6,7 +6,11 @@ import {
   getTotalSpendCall,
   getProxyUISettings,
   teamListCall,
+  Organization,
+  organizationListCall,
+  DEFAULT_ORGANIZATION
 } from "./networking";
+import { fetchTeams } from "./common_components/fetch_teams";
 import { Grid, Col, Card, Text, Title } from "@tremor/react";
 import CreateKey from "./create_key_button";
 import ViewKeyTable from "./view_key_table";
@@ -58,7 +62,9 @@ interface UserDashboardProps {
   setUserEmail: React.Dispatch<React.SetStateAction<string | null>>;
   setTeams: React.Dispatch<React.SetStateAction<Object[] | null>>;
   setKeys: React.Dispatch<React.SetStateAction<Object[] | null>>;
+  setOrganizations: React.Dispatch<React.SetStateAction<Organization[]>>;
   premiumUser: boolean;
+  currentOrg: Organization | null;
 }
 
 type TeamInterface = {
@@ -77,16 +83,17 @@ const UserDashboard: React.FC<UserDashboardProps> = ({
   setUserEmail,
   setTeams,
   setKeys,
+  setOrganizations,
   premiumUser,
+  currentOrg
 }) => {
+  console.log(`currentOrg in user dashboard: ${JSON.stringify(currentOrg)}`)
   const [userSpendData, setUserSpendData] = useState<UserInfo | null>(
     null
   );
 
   // Assuming useSearchParams() hook exists and works in your setup
   const searchParams = useSearchParams()!;
-  const viewSpend = searchParams.get("viewSpend");
-  const router = useRouter();
 
   const token = getCookie('token');
 
@@ -173,18 +180,7 @@ const UserDashboard: React.FC<UserDashboardProps> = ({
       if (cachedUserModels) {
         setUserModels(JSON.parse(cachedUserModels));
       } else {
-        const fetchTeams = async () => {
-          let givenTeams;
-          if (userRole != "Admin" && userRole != "Admin Viewer") {
-            givenTeams = await teamListCall(accessToken, userID)
-          } else {
-            givenTeams = await teamListCall(accessToken)
-          }
-          
-          console.log(`givenTeams: ${givenTeams}`)
-
-          setTeams(givenTeams)
-        }
+        console.log(`currentOrg: ${JSON.stringify(currentOrg)}`)
         const fetchData = async () => {
           try {
             const proxy_settings: ProxySettings = await getProxyUISettings(accessToken);
@@ -198,15 +194,25 @@ const UserDashboard: React.FC<UserDashboardProps> = ({
               null,
               null
             );
-            console.log(
-              `received teams in user dashboard: ${Object.keys(
-                response
-              )}; team values: ${Object.entries(response.teams)}`
-            );
 
             setUserSpendData(response["user_info"]);
             console.log(`userSpendData: ${JSON.stringify(userSpendData)}`)
-            setKeys(response["keys"]); // Assuming this is the correct path to your data
+            
+
+            // set keys for admin and users
+            if (!response?.teams[0].keys) {
+              setKeys(response["keys"]); 
+            } else {
+              setKeys(
+                response["keys"].concat(
+                  response.teams
+                    .filter((team: any) => userRole === "Admin" || team.user_id === userID)
+                    .flatMap((team: any) => team.keys)
+                )
+              );
+              
+            }
+
             const teamsArray = [...response["teams"]];
             if (teamsArray.length > 0) {
               console.log(`response['teams']: ${JSON.stringify(teamsArray)}`);
@@ -215,6 +221,8 @@ const UserDashboard: React.FC<UserDashboardProps> = ({
               setSelectedTeam(defaultTeam);
               
             }
+
+            
             sessionStorage.setItem(
               "userData" + userID,
               JSON.stringify(response["keys"])
@@ -247,12 +255,25 @@ const UserDashboard: React.FC<UserDashboardProps> = ({
             // Optionally, update your UI to reflect the error state here as well
           }
         };
+        const fetchOrganizations = async () => {
+          const organizations = await organizationListCall(accessToken);
+          setOrganizations(organizations);
+        }
         fetchData();
-        fetchTeams();
+        fetchTeams(accessToken, userID, userRole, currentOrg, setTeams);
+        fetchOrganizations();
       }
     }
   }, [userID, token, accessToken, keys, userRole]);
 
+  useEffect(() => {
+    console.log(`currentOrg: ${JSON.stringify(currentOrg)}, accessToken: ${accessToken}, userID: ${userID}, userRole: ${userRole}`)
+    if (accessToken) {
+      console.log(`fetching teams`)
+      fetchTeams(accessToken, userID, userRole, currentOrg, setTeams);
+    }
+  }, [currentOrg]);
+
   useEffect(() => {
     // This code will run every time selectedTeam changes
     if (
@@ -352,6 +373,7 @@ const UserDashboard: React.FC<UserDashboardProps> = ({
             setData={setKeys}
             premiumUser={premiumUser}
             teams={teams}
+            currentOrg={currentOrg}
           />
           <CreateKey
             key={selectedTeam ? selectedTeam.team_id : null}
diff --git a/ui/litellm-dashboard/src/components/view_key_table.tsx b/ui/litellm-dashboard/src/components/view_key_table.tsx
index 8fd2fd7b39..ad90932cac 100644
--- a/ui/litellm-dashboard/src/components/view_key_table.tsx
+++ b/ui/litellm-dashboard/src/components/view_key_table.tsx
@@ -4,6 +4,7 @@ import {
   keyDeleteCall,
   modelAvailableCall,
   getGuardrailsList,
+  Organization,
 } from "./networking";
 import { add } from "date-fns";
 import {
@@ -101,6 +102,7 @@ interface ViewKeyTableProps {
   setData: React.Dispatch<React.SetStateAction<any[] | null>>;
   teams: any[] | null;
   premiumUser: boolean;
+  currentOrg: Organization | null;
 }
 
 interface ItemData {
@@ -132,6 +134,7 @@ const ViewKeyTable: React.FC<ViewKeyTableProps> = ({
   setData,
   teams,
   premiumUser,
+  currentOrg
 }) => {
   const [isButtonClicked, setIsButtonClicked] = useState(false);
   const [isDeleteModalOpen, setIsDeleteModalOpen] = useState(false);
@@ -167,55 +170,64 @@ const ViewKeyTable: React.FC<ViewKeyTableProps> = ({
 
   // Combine all keys that user should have access to
   const all_keys_to_display = React.useMemo(() => {
+    if (!data) return [];
+
+    // Helper function for default team org check
+    const matchesDefaultTeamOrg = (key: any) => {
+      console.log(`Checking if key matches default team org: ${JSON.stringify(key)}, currentOrg: ${JSON.stringify(currentOrg)}`)
+      if (!currentOrg || currentOrg.organization_id === null) {
+          return !('organization_id' in key) || key.organization_id === null;
+      }
+      return key.organization_id === currentOrg.organization_id;
+    };
+
     let allKeys: any[] = [];
 
-    // If no teams, return personal keys
-    if (!teams || teams.length === 0) {
-      return data;
-    }
+    // Handle no team selected or Default Team case
+    if (!selectedTeam || selectedTeam.team_alias === "Default Team") {
 
-    teams.forEach((team) => {
-      // For default team or when user is not admin, use personal keys (data)
-      if (team.team_id === "default-team" || !isUserTeamAdmin(team)) {
-        if (selectedTeam && selectedTeam.team_id === team.team_id && data) {
-          allKeys = [
-            ...allKeys,
-            ...data.filter((key) => key.team_id === team.team_id),
-          ];
-        }
-      }
-      // For teams where user is admin, use team keys
-      else if (isUserTeamAdmin(team)) {
-        if (selectedTeam && selectedTeam.team_id === team.team_id) {
-          allKeys = [
-            ...allKeys,
-            ...(data?.filter((key) => key?.team_id === team?.team_id) || []),
-          ];
-        }
-      }
-    });
-
-    // If no team is selected, show all accessible keys
-    if ((!selectedTeam || selectedTeam.team_alias === "Default Team") && data) {
-      const personalKeys = data.filter(
-        (key) => !key.team_id || key.team_id === "default-team"
+      console.log(`inside personal keys`)
+      // Get personal keys (with org check)
+      const personalKeys = data.filter(key => 
+        key.team_id == null && 
+        matchesDefaultTeamOrg(key)
       );
-      const adminTeamKeys = teams
-        .filter((team) => isUserTeamAdmin(team))
-        .flatMap((team) => team.keys || []);
+
+      console.log(`personalKeys: ${JSON.stringify(personalKeys)}`)
+      
+      // Get admin team keys (no org check)
+      const adminTeamKeys = data.filter(key => {
+        const keyTeam = teams?.find(team => team.team_id === key.team_id);
+        return keyTeam && isUserTeamAdmin(keyTeam) && key.team_id !== "default-team";
+      });
+
+      console.log(`adminTeamKeys: ${JSON.stringify(adminTeamKeys)}`)
+
       allKeys = [...personalKeys, ...adminTeamKeys];
     }
+    // Handle specific team selected
+    else {
+      const selectedTeamData = teams?.find(t => t.team_id === selectedTeam.team_id);
+      if (selectedTeamData) {
+        const teamKeys = data.filter(key => {
+          if (selectedTeamData.team_id === "default-team") {
+            return key.team_id == null && matchesDefaultTeamOrg(key);
+          }
+          return key.team_id === selectedTeamData.team_id;
+        });
+        allKeys = teamKeys;
+      }
+    }
 
-    // Filter out litellm-dashboard keys
-    allKeys = allKeys.filter((key) => key.team_id !== "litellm-dashboard");
-
-    // Remove duplicates based on token
-    const uniqueKeys = Array.from(
-      new Map(allKeys.map((key) => [key.token, key])).values()
+    // Final filtering and deduplication
+    return Array.from(
+      new Map(
+        allKeys
+          .filter(key => key.team_id !== "litellm-dashboard")
+          .map(key => [key.token, key])
+      ).values()
     );
-
-    return uniqueKeys;
-  }, [data, teams, selectedTeam, userID]);
+  }, [data, teams, selectedTeam, currentOrg]);
 
   useEffect(() => {
     const calculateNewExpiryTime = (duration: string | undefined) => {
diff --git a/ui/litellm-dashboard/src/components/view_logs/index.tsx b/ui/litellm-dashboard/src/components/view_logs/index.tsx
index 161cc7be8b..ed9b878854 100644
--- a/ui/litellm-dashboard/src/components/view_logs/index.tsx
+++ b/ui/litellm-dashboard/src/components/view_logs/index.tsx
@@ -1,11 +1,12 @@
 import moment from "moment";
-import { useQuery } from "@tanstack/react-query";
+import { useQuery, useQueries, useQueryClient } from "@tanstack/react-query";
 import { useState, useRef, useEffect } from "react";
 
-import { uiSpendLogsCall } from "../networking";
+import { uiSpendLogsCall, uiSpendLogDetailsCall } from "../networking";
 import { DataTable } from "./table";
 import { columns, LogEntry } from "./columns";
-import { Row } from "@tanstack/react-table";
+import { RequestViewer } from "./request_viewer";
+import { prefetchLogDetails } from "./prefetch";
 
 interface SpendLogsTableProps {
   accessToken: string | null;
@@ -54,6 +55,8 @@ export default function SpendLogsTable({
   const [selectedKeyHash, setSelectedKeyHash] = useState("");
   const [selectedFilter, setSelectedFilter] = useState("Team ID");
 
+  const queryClient = useQueryClient();
+
   // Close dropdown when clicking outside
   useEffect(() => {
     function handleClickOutside(event: MouseEvent) {
@@ -82,6 +85,7 @@ export default function SpendLogsTable({
       document.removeEventListener("mousedown", handleClickOutside);
   }, []);
 
+  // Update the logs query to use the imported prefetchLogDetails
   const logs = useQuery<PaginatedResponse>({
     queryKey: [
       "logs",
@@ -105,13 +109,21 @@ export default function SpendLogsTable({
         };
       }
 
-      // Convert times to UTC before formatting
+      console.log("Fetching logs with params:", {
+        startTime,
+        endTime,
+        selectedTeamId,
+        selectedKeyHash,
+        currentPage,
+        pageSize
+      });
+
       const formattedStartTime = moment(startTime).utc().format("YYYY-MM-DD HH:mm:ss");
       const formattedEndTime = isCustomDate 
         ? moment(endTime).utc().format("YYYY-MM-DD HH:mm:ss")
         : moment().utc().format("YYYY-MM-DD HH:mm:ss");
 
-      return await uiSpendLogsCall(
+      const response = await uiSpendLogsCall(
         accessToken,
         selectedKeyHash || undefined,
         selectedTeamId || undefined,
@@ -121,30 +133,62 @@ export default function SpendLogsTable({
         currentPage,
         pageSize
       );
+
+      console.log("Received logs response:", response);
+
+      // Update prefetchLogDetails call with new parameters
+      prefetchLogDetails(response.data, formattedStartTime, accessToken, queryClient);
+
+      return response;
     },
     enabled: !!accessToken && !!token && !!userRole && !!userID,
     refetchInterval: 5000,
     refetchIntervalInBackground: true,
   });
 
+  // Move useQueries before the early return
+  const logDetailsQueries = useQueries({
+    queries: logs.data?.data?.map((log) => ({
+      queryKey: ["logDetails", log.request_id, moment(startTime).utc().format("YYYY-MM-DD HH:mm:ss")],
+      queryFn: () => uiSpendLogDetailsCall(accessToken!, log.request_id, moment(startTime).utc().format("YYYY-MM-DD HH:mm:ss")),
+      staleTime: 10 * 60 * 1000,
+      cacheTime: 10 * 60 * 1000,
+      enabled: !!log.request_id,
+    })) || []
+  });
+
   if (!accessToken || !token || !userRole || !userID) {
-    console.log(
-      "got None values for one of accessToken, token, userRole, userID",
-    );
+    console.log("got None values for one of accessToken, token, userRole, userID");
     return null;
   }
 
+  // Consolidate log details from queries
+  const logDetails: Record<string, any> = {};
+  logDetailsQueries.forEach((q, index) => {
+    const log = logs.data?.data[index];
+    if (log && q.data) {
+      logDetails[log.request_id] = q.data;
+    }
+  });
+
+  // Modify the filtered data to include log details
   const filteredData =
-    logs.data?.data?.filter((log) => {
-      const matchesSearch =
-        !searchTerm ||
-        log.request_id.includes(searchTerm) ||
-        log.model.includes(searchTerm) ||
-        (log.user && log.user.includes(searchTerm));
-      
-      // No need for additional filtering since we're now handling this in the API call
-      return matchesSearch;
-    }) || [];
+    logs.data?.data
+      ?.filter((log) => {
+        const matchesSearch =
+          !searchTerm ||
+          log.request_id.includes(searchTerm) ||
+          log.model.includes(searchTerm) ||
+          (log.user && log.user.includes(searchTerm));
+        
+        return matchesSearch;
+      })
+      .map(log => ({
+        ...log,
+        // Include messages/response from cached details
+        messages: logDetails[log.request_id]?.messages || [],
+        response: logDetails[log.request_id]?.response || {},
+      })) || [];
 
   // Add this function to handle manual refresh
   const handleRefresh = () => {
@@ -529,155 +573,3 @@ export default function SpendLogsTable({
     </div>
   );
 }
-
-function RequestViewer({ row }: { row: Row<LogEntry> }) {
-  const formatData = (input: any) => {
-    if (typeof input === "string") {
-      try {
-        return JSON.parse(input);
-      } catch {
-        return input;
-      }
-    }
-    return input;
-  };
-
-  return (
-    <div className="p-6 bg-gray-50 space-y-6">
-      {/* Combined Info Card */}
-      <div className="bg-white rounded-lg shadow">
-        <div className="p-4 border-b">
-          <h3 className="text-lg font-medium ">Request Details</h3>
-        </div>
-        <div className="space-y-2 p-4 ">
-          <div className="flex">
-            <span className="font-medium w-1/3">Request ID:</span>
-            <span>{row.original.request_id}</span>
-          </div>
-          <div className="flex">
-            <span className="font-medium w-1/3">Api Key:</span>
-            <span>{row.original.api_key}</span>
-          </div>
-          <div className="flex">
-            <span className="font-medium w-1/3">Team ID:</span>
-            <span>{row.original.team_id}</span>
-          </div>
-          <div className="flex">
-            <span className="font-medium w-1/3">Model:</span>
-            <span>{row.original.model}</span>
-          </div>
-          <div className="flex">
-            <span className="font-medium w-1/3">Api Base:</span>
-            <span>{row.original.api_base}</span>
-          </div>
-          <div className="flex">
-            <span className="font-medium w-1/3">Call Type:</span>
-            <span>{row.original.call_type}</span>
-          </div>
-          <div className="flex">
-            <span className="font-medium w-1/3">Spend:</span>
-            <span>{row.original.spend}</span>
-          </div>
-          <div className="flex">
-            <span className="font-medium w-1/3">Total Tokens:</span>
-            <span>{row.original.total_tokens}</span>
-          </div>
-          <div className="flex">
-            <span className="font-medium w-1/3">Prompt Tokens:</span>
-            <span>{row.original.prompt_tokens}</span>
-          </div>
-          <div className="flex">
-            <span className="font-medium w-1/3">Completion Tokens:</span>
-            <span>{row.original.completion_tokens}</span>
-          </div>
-          <div className="flex">
-            <span className="font-medium w-1/3">Start Time:</span>
-            <span>{row.original.startTime}</span>
-          </div>
-          <div className="flex">
-            <span className="font-medium w-1/3">End Time:</span>
-            <span>{row.original.endTime}</span>
-          </div>
-          <div className="flex">
-            <span className="font-medium w-1/3">Cache Hit:</span>
-            <span>{row.original.cache_hit}</span>
-          </div>
-          <div className="flex">
-            <span className="font-medium w-1/3">Cache Key:</span>
-            <span>{row.original.cache_key}</span>
-          </div>
-          {row?.original?.requester_ip_address && (
-            <div className="flex">
-              <span className="font-medium w-1/3">Request IP Address:</span>
-              <span>{row?.original?.requester_ip_address}</span>
-            </div>
-          )}
-        </div>
-      </div>
-
-      {/* Request Card */}
-      <div className="bg-white rounded-lg shadow">
-        <div className="flex justify-between items-center p-4 border-b">
-          <h3 className="text-lg font-medium">Request Tags</h3>
-        </div>
-        <pre className="p-4  text-wrap overflow-auto text-sm">
-          {JSON.stringify(formatData(row.original.request_tags), null, 2)}
-        </pre>
-      </div>
-
-      {/* Request Card */}
-      <div className="bg-white rounded-lg shadow">
-        <div className="flex justify-between items-center p-4 border-b">
-          <h3 className="text-lg font-medium">Request</h3>
-          {/* <div>
-            <button className="mr-2 px-3 py-1 text-sm border rounded hover:bg-gray-50">
-              Expand
-            </button>
-            <button className="px-3 py-1 text-sm border rounded hover:bg-gray-50">
-              JSON
-            </button>
-          </div> */}
-        </div>
-        <pre className="p-4  text-wrap overflow-auto text-sm">
-          {JSON.stringify(formatData(row.original.messages), null, 2)}
-        </pre>
-      </div>
-
-      {/* Response Card */}
-      <div className="bg-white rounded-lg shadow">
-        <div className="flex justify-between items-center p-4 border-b">
-          <h3 className="text-lg font-medium">Response</h3>
-          <div>
-            {/* <button className="mr-2 px-3 py-1 text-sm border rounded hover:bg-gray-50">
-              Expand
-            </button>
-            <button className="px-3 py-1 text-sm border rounded hover:bg-gray-50">
-              JSON
-            </button> */}
-          </div>
-        </div>
-        <pre className="p-4 text-wrap overflow-auto text-sm">
-          {JSON.stringify(formatData(row.original.response), null, 2)}
-        </pre>
-      </div>
-
-      {/* Metadata Card */}
-      {row.original.metadata &&
-        Object.keys(row.original.metadata).length > 0 && (
-          <div className="bg-white rounded-lg shadow">
-            <div className="flex justify-between items-center p-4 border-b">
-              <h3 className="text-lg font-medium">Metadata</h3>
-              {/* <div>
-                <button className="px-3 py-1 text-sm border rounded hover:bg-gray-50">
-                  JSON
-                </button>
-              </div> */}
-            </div>
-            <pre className="p-4 text-wrap  overflow-auto text-sm ">
-              {JSON.stringify(row.original.metadata, null, 2)}
-            </pre>
-          </div>
-        )}
-    </div>
-  );
-}
diff --git a/ui/litellm-dashboard/src/components/view_logs/prefetch.ts b/ui/litellm-dashboard/src/components/view_logs/prefetch.ts
new file mode 100644
index 0000000000..fa0d388720
--- /dev/null
+++ b/ui/litellm-dashboard/src/components/view_logs/prefetch.ts
@@ -0,0 +1,23 @@
+import { QueryClient } from "@tanstack/react-query";
+import { uiSpendLogDetailsCall } from "../networking";
+import { LogEntry } from "./columns";
+
+export const prefetchLogDetails = (
+  logs: LogEntry[], 
+  formattedStartTime: string,
+  accessToken: string,
+  queryClient: QueryClient
+) => {
+  logs.forEach((log) => {
+    if (log.request_id) {
+      queryClient.prefetchQuery({
+        queryKey: ["logDetails", log.request_id, formattedStartTime],
+        queryFn: () => uiSpendLogDetailsCall(accessToken, log.request_id, formattedStartTime),
+        staleTime: 10 * 60 * 1000, // 10 minutes
+        gcTime: 10 * 60 * 1000, // 10 minutes
+      }).catch((error) => {
+        console.error(`Failed to prefetch details for log: ${log.request_id}`, error);
+      });
+    }
+  });
+};
\ No newline at end of file
diff --git a/ui/litellm-dashboard/src/components/view_logs/request_viewer.tsx b/ui/litellm-dashboard/src/components/view_logs/request_viewer.tsx
new file mode 100644
index 0000000000..63af184300
--- /dev/null
+++ b/ui/litellm-dashboard/src/components/view_logs/request_viewer.tsx
@@ -0,0 +1,155 @@
+import { Row } from "@tanstack/react-table";
+import { LogEntry } from "./columns";
+
+export function RequestViewer({ row }: { row: Row<LogEntry> }) {
+    const formatData = (input: any) => {
+      if (typeof input === "string") {
+        try {
+          return JSON.parse(input);
+        } catch {
+          return input;
+        }
+      }
+      return input;
+    };
+  
+    return (
+      <div className="p-6 bg-gray-50 space-y-6">
+        {/* Combined Info Card */}
+        <div className="bg-white rounded-lg shadow">
+          <div className="p-4 border-b">
+            <h3 className="text-lg font-medium ">Request Details</h3>
+          </div>
+          <div className="space-y-2 p-4 ">
+            <div className="flex">
+              <span className="font-medium w-1/3">Request ID:</span>
+              <span>{row.original.request_id}</span>
+            </div>
+            <div className="flex">
+              <span className="font-medium w-1/3">Api Key:</span>
+              <span>{row.original.api_key}</span>
+            </div>
+            <div className="flex">
+              <span className="font-medium w-1/3">Team ID:</span>
+              <span>{row.original.team_id}</span>
+            </div>
+            <div className="flex">
+              <span className="font-medium w-1/3">Model:</span>
+              <span>{row.original.model}</span>
+            </div>
+            <div className="flex">
+              <span className="font-medium w-1/3">Api Base:</span>
+              <span>{row.original.api_base}</span>
+            </div>
+            <div className="flex">
+              <span className="font-medium w-1/3">Call Type:</span>
+              <span>{row.original.call_type}</span>
+            </div>
+            <div className="flex">
+              <span className="font-medium w-1/3">Spend:</span>
+              <span>{row.original.spend}</span>
+            </div>
+            <div className="flex">
+              <span className="font-medium w-1/3">Total Tokens:</span>
+              <span>{row.original.total_tokens}</span>
+            </div>
+            <div className="flex">
+              <span className="font-medium w-1/3">Prompt Tokens:</span>
+              <span>{row.original.prompt_tokens}</span>
+            </div>
+            <div className="flex">
+              <span className="font-medium w-1/3">Completion Tokens:</span>
+              <span>{row.original.completion_tokens}</span>
+            </div>
+            <div className="flex">
+              <span className="font-medium w-1/3">Start Time:</span>
+              <span>{row.original.startTime}</span>
+            </div>
+            <div className="flex">
+              <span className="font-medium w-1/3">End Time:</span>
+              <span>{row.original.endTime}</span>
+            </div>
+            <div className="flex">
+              <span className="font-medium w-1/3">Cache Hit:</span>
+              <span>{row.original.cache_hit}</span>
+            </div>
+            <div className="flex">
+              <span className="font-medium w-1/3">Cache Key:</span>
+              <span>{row.original.cache_key}</span>
+            </div>
+            {row?.original?.requester_ip_address && (
+              <div className="flex">
+                <span className="font-medium w-1/3">Request IP Address:</span>
+                <span>{row?.original?.requester_ip_address}</span>
+              </div>
+            )}
+          </div>
+        </div>
+  
+        {/* Request Card */}
+        <div className="bg-white rounded-lg shadow">
+          <div className="flex justify-between items-center p-4 border-b">
+            <h3 className="text-lg font-medium">Request Tags</h3>
+          </div>
+          <pre className="p-4  text-wrap overflow-auto text-sm">
+            {JSON.stringify(formatData(row.original.request_tags), null, 2)}
+          </pre>
+        </div>
+  
+        {/* Request Card */}
+        <div className="bg-white rounded-lg shadow">
+          <div className="flex justify-between items-center p-4 border-b">
+            <h3 className="text-lg font-medium">Request</h3>
+            {/* <div>
+              <button className="mr-2 px-3 py-1 text-sm border rounded hover:bg-gray-50">
+                Expand
+              </button>
+              <button className="px-3 py-1 text-sm border rounded hover:bg-gray-50">
+                JSON
+              </button>
+            </div> */}
+          </div>
+          <pre className="p-4  text-wrap overflow-auto text-sm">
+            {JSON.stringify(formatData(row.original.messages), null, 2)}
+          </pre>
+        </div>
+  
+        {/* Response Card */}
+        <div className="bg-white rounded-lg shadow">
+          <div className="flex justify-between items-center p-4 border-b">
+            <h3 className="text-lg font-medium">Response</h3>
+            <div>
+              {/* <button className="mr-2 px-3 py-1 text-sm border rounded hover:bg-gray-50">
+                Expand
+              </button>
+              <button className="px-3 py-1 text-sm border rounded hover:bg-gray-50">
+                JSON
+              </button> */}
+            </div>
+          </div>
+          <pre className="p-4 text-wrap overflow-auto text-sm">
+            {JSON.stringify(formatData(row.original.response), null, 2)}
+          </pre>
+        </div>
+  
+        {/* Metadata Card */}
+        {row.original.metadata &&
+          Object.keys(row.original.metadata).length > 0 && (
+            <div className="bg-white rounded-lg shadow">
+              <div className="flex justify-between items-center p-4 border-b">
+                <h3 className="text-lg font-medium">Metadata</h3>
+                {/* <div>
+                  <button className="px-3 py-1 text-sm border rounded hover:bg-gray-50">
+                    JSON
+                  </button>
+                </div> */}
+              </div>
+              <pre className="p-4 text-wrap  overflow-auto text-sm ">
+                {JSON.stringify(row.original.metadata, null, 2)}
+              </pre>
+            </div>
+          )}
+      </div>
+    );
+  }
+  
\ No newline at end of file