docs azure responses API

docs/my-website/docs/providers/azure.md

@@ -1002,9 +1002,127 @@ Expected Response:
 ```
 
 
+## **Azure Responses API**
+
+| Property | Details |
+|-------|-------|
+| Description | Azure OpenAI Responses API |
+| `custom_llm_provider` on LiteLLM | `azure/` |
+| Supported Operations | `/v1/responses`|
+| Azure OpenAI Responses API | [Azure OpenAI Responses API ↗](https://learn.microsoft.com/en-us/azure/ai-services/openai/how-to/responses?tabs=python-secure) |
+| Cost Tracking, Logging Support | ✅ LiteLLM will log, track cost for Responses API Requests |
 
 
 
+## Usage
+
+## Create a model response
+
+<Tabs>
+<TabItem value="litellm-sdk" label="LiteLLM SDK">
+
+#### Non-streaming
+
+```python showLineNumbers title="Azure Responses API"
+import litellm
+
+# Non-streaming response
+response = litellm.responses(
+    model="azure/o1-pro",
+    input="Tell me a three sentence bedtime story about a unicorn.",
+    max_output_tokens=100,
+    api_key=os.getenv("AZURE_RESPONSES_OPENAI_API_KEY"),
+    api_base="https://litellm8397336933.openai.azure.com/",
+    api_version="2023-03-15-preview",
+)
+
+print(response)
+```
+
+#### Streaming
+```python showLineNumbers title="Azure Responses API"
+import litellm
+
+# Streaming response
+response = litellm.responses(
+    model="azure/o1-pro",
+    input="Tell me a three sentence bedtime story about a unicorn.",
+    stream=True,
+    api_key=os.getenv("AZURE_RESPONSES_OPENAI_API_KEY"),
+    api_base="https://litellm8397336933.openai.azure.com/",
+    api_version="2023-03-15-preview",
+)
+
+for event in response:
+    print(event)
+```
+
+</TabItem>
+<TabItem value="proxy" label="OpenAI SDK with LiteLLM Proxy">
+
+First, add this to your litellm proxy config.yaml:
+```yaml showLineNumbers title="Azure Responses API"
+model_list:
+  - model_name: o1-pro
+    litellm_params:
+      model: azure/o1-pro
+      api_key: os.environ/AZURE_RESPONSES_OPENAI_API_KEY
+      api_base: https://litellm8397336933.openai.azure.com/
+      api_version: 2023-03-15-preview
+```
+
+Start your LiteLLM proxy:
+```bash
+litellm --config /path/to/config.yaml
+
+# RUNNING on http://0.0.0.0:4000
+```
+
+Then use the OpenAI SDK pointed to your proxy:
+
+#### Non-streaming
+```python showLineNumbers
+from openai import OpenAI
+
+# Initialize client with your proxy URL
+client = OpenAI(
+    base_url="http://localhost:4000",  # Your proxy URL
+    api_key="your-api-key"             # Your proxy API key
+)
+
+# Non-streaming response
+response = client.responses.create(
+    model="o1-pro",
+    input="Tell me a three sentence bedtime story about a unicorn."
+)
+
+print(response)
+```
+
+#### Streaming
+```python showLineNumbers
+from openai import OpenAI
+
+# Initialize client with your proxy URL
+client = OpenAI(
+    base_url="http://localhost:4000",  # Your proxy URL
+    api_key="your-api-key"             # Your proxy API key
+)
+
+# Streaming response
+response = client.responses.create(
+    model="o1-pro",
+    input="Tell me a three sentence bedtime story about a unicorn.",
+    stream=True
+)
+
+for event in response:
+    print(event)
+```
+
+</TabItem>
+</Tabs>
+
 
 
 ## Advanced

docs/my-website/docs/response_api.md

@@ -24,7 +24,7 @@ LiteLLM provides a BETA endpoint in the spec of [OpenAI's `/responses` API](http
 <TabItem value="litellm-sdk" label="LiteLLM SDK">
 
 #### Non-streaming
-```python
+```python showLineNumbers
 import litellm
 
 # Non-streaming response
@@ -38,7 +38,7 @@ print(response)
 ```
 
 #### Streaming
-```python
+```python showLineNumbers
 import litellm
 
 # Streaming response
@@ -56,7 +56,7 @@ for event in response:
 <TabItem value="proxy" label="OpenAI SDK with LiteLLM Proxy">
 
 First, add this to your litellm proxy config.yaml:
-```yaml
+```yaml showLineNumbers
 model_list:
   - model_name: o1-pro
     litellm_params:
@@ -74,7 +74,7 @@ litellm --config /path/to/config.yaml
 Then use the OpenAI SDK pointed to your proxy:
 
 #### Non-streaming
-```python
+```python showLineNumbers
 from openai import OpenAI
 
 # Initialize client with your proxy URL
@@ -93,7 +93,7 @@ print(response)
 ```
 
 #### Streaming
-```python
+```python showLineNumbers
 from openai import OpenAI
 
 # Initialize client with your proxy URL
@@ -115,3 +115,11 @@ for event in response:
 
 </TabItem>
 </Tabs>
+
+
+## **Supported Providers**
+
+| Provider    | Link to Usage      |
+|-------------|--------------------|
+| OpenAI|   [Usage](#usage)                 |
+| Azure OpenAI|   [Usage](../docs/providers/azure#responses-api)                 |