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# What does this PR do? <!-- Provide a short summary of what this PR does and why. Link to relevant issues if applicable. --> The purpose of this task is to create a solution that can automatically detect when new models are added, deprecated, or removed by OpenAI and Llama API providers, and automatically update the list of supported models in LLamaStack. This feature is vitally important in order to avoid missing new models and editing the entries manually hence I created automation allowing users to dynamically register: - any models from OpenAI provider available at [https://api.openai.com/v1/models](https://api.openai.com/v1/models) that are not in [https://github.com/meta-llama/llama-stack/blob/main/llama_stack/providers/remote/inference/openai/models.py](https://github.com/meta-llama/llama-stack/blob/main/llama_stack/providers/remote/inference/openai/models.py) - any models from Llama API provider available at [https://api.llama.com/v1/models](https://api.llama.com/v1/models) that are not in [https://github.com/meta-llama/llama-stack/blob/main/llama_stack/providers/remote/inference/llama_openai_compat/models.py](https://github.com/meta-llama/llama-stack/blob/main/llama_stack/providers/remote/inference/llama_openai_compat/models.py) <!-- If resolving an issue, uncomment and update the line below --> <!-- Closes #[issue-number] --> Closes #2504 this PR is dependant on #2710 ## Test Plan <!-- Describe the tests you ran to verify your changes with result summaries. *Provide clear instructions so the plan can be easily re-executed.* --> 1. Create venv at root llamastack directory: `uv venv .venv --python 3.12 --seed` 2. Activate venv: `source .venv/bin/activate` 3. `uv pip install -e .` 4. Create OpenAI distro modifying run.yaml 5. Build distro: `llama stack build --template starter --image-type venv` 6. Then run LlamaStack, but before navigate to templates/starter folder: `llama stack run run.yaml --image-type venv OPENAI_API_KEY=<YOUR_KEY> ENABLE_OPENAI=openai` 7. Then try to register dummy llm that doesn't exist in OpenAI provider: ` llama-stack-client models register ianm/ianllm --provider-model-id=ianllm --provider-id=openai ` You should receive this output - combined list of static config + fetched available models from OpenAI: <img width="1380" height="474" alt="Screenshot 2025-07-14 at 12 48 50" src="https://github.com/user-attachments/assets/d26aad18-6b15-49ee-9c49-b01b2d33f883" /> 8. Then register real llm from OpenAI: llama-stack-client models register openai/gpt-4-turbo-preview --provider-model-id=gpt-4-turbo-preview --provider-id=openai <img width="1253" height="613" alt="Screenshot 2025-07-14 at 13 43 02" src="https://github.com/user-attachments/assets/60a5c9b1-3468-4eb9-9e92-cd7d21de3ca0" /> <img width="1288" height="655" alt="Screenshot 2025-07-14 at 13 43 11" src="https://github.com/user-attachments/assets/c1e48871-0e24-4bd9-a0b8-8c95552a51ee" /> We correctly fetched all available models from OpenAI As for Llama API, as a non-US person I don't have access to Llama API Key but I joined wait list. The implementation for Llama is the same as for OpenAI since Llama is openai compatible. So, the response from GET endpoint has the same structure as OpenAI https://llama.developer.meta.com/docs/api/models
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# This file was autogenerated by uv via the following command:
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# uv export --frozen --no-hashes --no-emit-project --no-default-groups --output-file=requirements.txt
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aiohappyeyeballs==2.5.0
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# via aiohttp
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aiohttp==3.12.13
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# via llama-stack
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aiosignal==1.3.2
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# via aiohttp
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aiosqlite==0.21.0
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# via llama-stack
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annotated-types==0.7.0
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# via pydantic
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anyio==4.8.0
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# via
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# httpx
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# llama-api-client
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# llama-stack-client
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# openai
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# starlette
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asyncpg==0.30.0
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# via llama-stack
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attrs==25.1.0
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# via
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# aiohttp
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# jsonschema
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# referencing
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certifi==2025.1.31
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# via
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# httpcore
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# httpx
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# requests
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cffi==1.17.1 ; platform_python_implementation != 'PyPy'
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# via cryptography
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charset-normalizer==3.4.1
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# via requests
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click==8.1.8
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# via
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# llama-stack-client
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# uvicorn
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colorama==0.4.6 ; sys_platform == 'win32'
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# via
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# click
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# tqdm
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cryptography==45.0.5
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# via python-jose
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deprecated==1.2.18
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# via
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# opentelemetry-api
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# opentelemetry-exporter-otlp-proto-http
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# opentelemetry-semantic-conventions
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distro==1.9.0
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# via
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# llama-api-client
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# llama-stack-client
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# openai
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ecdsa==0.19.1
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# via python-jose
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fastapi==0.115.8
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# via llama-stack
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filelock==3.17.0
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# via huggingface-hub
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fire==0.7.0
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# via
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# llama-stack
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# llama-stack-client
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frozenlist==1.5.0
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# via
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# aiohttp
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# aiosignal
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fsspec==2024.12.0
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# via huggingface-hub
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googleapis-common-protos==1.67.0
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# via opentelemetry-exporter-otlp-proto-http
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h11==0.16.0
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# via
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# httpcore
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# llama-stack
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# uvicorn
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hf-xet==1.1.5 ; platform_machine == 'aarch64' or platform_machine == 'amd64' or platform_machine == 'arm64' or platform_machine == 'x86_64'
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# via huggingface-hub
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httpcore==1.0.9
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# via httpx
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httpx==0.28.1
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# via
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# llama-api-client
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# llama-stack
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# llama-stack-client
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# openai
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huggingface-hub==0.33.0
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# via llama-stack
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idna==3.10
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# via
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# anyio
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# httpx
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# requests
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# yarl
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importlib-metadata==8.5.0
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# via opentelemetry-api
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jinja2==3.1.6
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# via llama-stack
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jiter==0.8.2
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# via openai
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jsonschema==4.23.0
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# via llama-stack
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jsonschema-specifications==2024.10.1
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# via jsonschema
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llama-api-client==0.1.2
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# via llama-stack
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llama-stack-client==0.2.15
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# via llama-stack
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markdown-it-py==3.0.0
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# via rich
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markupsafe==3.0.2
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# via jinja2
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mdurl==0.1.2
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# via markdown-it-py
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multidict==6.1.0
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# via
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# aiohttp
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# yarl
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numpy==2.2.3
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# via pandas
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openai==1.71.0
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# via llama-stack
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opentelemetry-api==1.30.0
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# via
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# opentelemetry-exporter-otlp-proto-http
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# opentelemetry-sdk
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# opentelemetry-semantic-conventions
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opentelemetry-exporter-otlp-proto-common==1.30.0
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# via opentelemetry-exporter-otlp-proto-http
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opentelemetry-exporter-otlp-proto-http==1.30.0
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# via llama-stack
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opentelemetry-proto==1.30.0
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# via
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# opentelemetry-exporter-otlp-proto-common
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# opentelemetry-exporter-otlp-proto-http
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opentelemetry-sdk==1.30.0
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# via
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# llama-stack
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# opentelemetry-exporter-otlp-proto-http
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opentelemetry-semantic-conventions==0.51b0
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# via opentelemetry-sdk
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packaging==24.2
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# via huggingface-hub
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pandas==2.2.3
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# via llama-stack-client
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pillow==11.1.0
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# via llama-stack
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prompt-toolkit==3.0.50
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# via
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# llama-stack
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# llama-stack-client
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propcache==0.3.0
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# via
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# aiohttp
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# yarl
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protobuf==5.29.5
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# via
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# googleapis-common-protos
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# opentelemetry-proto
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pyaml==25.1.0
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# via llama-stack-client
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pyasn1==0.4.8
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# via
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# python-jose
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# rsa
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pycparser==2.22 ; platform_python_implementation != 'PyPy'
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# via cffi
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pydantic==2.10.6
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# via
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# fastapi
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# llama-api-client
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# llama-stack
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# llama-stack-client
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# openai
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pydantic-core==2.27.2
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# via pydantic
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pygments==2.19.1
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# via rich
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python-dateutil==2.9.0.post0
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# via pandas
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python-dotenv==1.0.1
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# via llama-stack
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python-jose==3.4.0
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# via llama-stack
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python-multipart==0.0.20
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# via llama-stack
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pytz==2025.1
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# via pandas
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pyyaml==6.0.2
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# via
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# huggingface-hub
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# pyaml
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referencing==0.36.2
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# via
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# jsonschema
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# jsonschema-specifications
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regex==2024.11.6
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# via tiktoken
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requests==2.32.4
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# via
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# huggingface-hub
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# llama-stack-client
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# opentelemetry-exporter-otlp-proto-http
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# tiktoken
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rich==13.9.4
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# via
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# llama-stack
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# llama-stack-client
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rpds-py==0.22.3
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# via
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# jsonschema
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# referencing
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rsa==4.9
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# via python-jose
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six==1.17.0
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# via
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# ecdsa
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# python-dateutil
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sniffio==1.3.1
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# via
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# anyio
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# llama-api-client
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# llama-stack-client
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# openai
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starlette==0.45.3
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# via
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# fastapi
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# llama-stack
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termcolor==2.5.0
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# via
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# fire
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# llama-stack
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# llama-stack-client
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tiktoken==0.9.0
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# via llama-stack
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tqdm==4.67.1
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# via
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# huggingface-hub
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# llama-stack-client
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# openai
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typing-extensions==4.12.2
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# via
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# aiosqlite
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# anyio
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# fastapi
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# huggingface-hub
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# llama-api-client
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# llama-stack-client
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# openai
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# opentelemetry-sdk
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# pydantic
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# pydantic-core
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# referencing
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tzdata==2025.1
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# via pandas
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urllib3==2.5.0
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# via requests
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uvicorn==0.34.0
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# via llama-stack
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wcwidth==0.2.13
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# via prompt-toolkit
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wrapt==1.17.2
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# via deprecated
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yarl==1.18.3
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# via aiohttp
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zipp==3.21.0
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# via importlib-metadata
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