Matthew Farrellee
60f0056cbc
chore: turn OpenAIMixin into a pydantic.BaseModel
...
- implement get_api_key instead of relying on LiteLLMOpenAIMixin.get_api_key
- remove use of LiteLLMOpenAIMixin
- add default initialize/shutdown methods to OpenAIMixin
- remove __init__s to allow proper pydantic construction
- remove dead code from vllm adapter and associated / duplicate unit tests
- update vllm adapter to use openaimixin for model registration
- remove ModelRegistryHelper from fireworks & together adapters
- remove Inference from nvidia adapter
- complete type hints on embedding_model_metadata
- allow extra fields on OpenAIMixin, for model_store, __provider_id__, etc
- new recordings for ollama
2025-10-03 14:17:43 -04:00
Sébastien Han
f31bcc11bc
feat: add Azure OpenAI inference provider support ( #3396 )
...
# What does this PR do?
Llama-stack now supports a new OpenAI compatible endpoint with Azure
OpenAI. The starter distro has been updated to add the new remote
inference provider.
A few tests have been modified and improved.
## Test Plan
Deploy a model in the Aure portal then:
```
$ AZURE_API_KEY=... AZURE_API_BASE=... uv run llama stack build --image-type venv --providers inference=remote::azure --run
...
$ LLAMA_STACK_CONFIG=http://localhost:8321 uv run --group test pytest -v -ra --text-model azure/gpt-4.1 tests/integration/inference/test_openai_completion.py
...
Results:
```
============================================= test session starts
============================================== platform darwin -- Python
3.12.8, pytest-8.4.1, pluggy-1.6.0 --
/Users/leseb/Documents/AI/llama-stack/.venv/bin/python3 cachedir:
.pytest_cache
metadata: {'Python': '3.12.8', 'Platform':
'macOS-15.6.1-arm64-arm-64bit', 'Packages': {'pytest': '8.4.1',
'pluggy': '1.6.0'}, 'Plugins': {'anyio': '4.9.0', 'html': '4.1.1',
'socket': '0.7.0', 'asyncio': '1.1.0', 'json-report': '1.5.0',
'timeout': '2.4.0', 'metadata': '3.1.1', 'cov': '6.2.1', 'nbval':
'0.11.0', 'hydra-core': '1.3.2'}} rootdir:
/Users/leseb/Documents/AI/llama-stack
configfile: pyproject.toml
plugins: anyio-4.9.0, html-4.1.1, socket-0.7.0, asyncio-1.1.0,
json-report-1.5.0, timeout-2.4.0, metadata-3.1.1, cov-6.2.1,
nbval-0.11.0, hydra-core-1.3.2 asyncio: mode=Mode.AUTO,
asyncio_default_fixture_loop_scope=None,
asyncio_default_test_loop_scope=function collected 27 items
tests/integration/inference/test_openai_completion.py::test_openai_completion_non_streaming[txt=azure/gpt-5-mini-inference:completion:sanity]
SKIPPED [ 3%]
tests/integration/inference/test_openai_completion.py::test_openai_completion_non_streaming_suffix[txt=azure/gpt-5-mini-inference:completion:suffix]
SKIPPED [ 7%]
tests/integration/inference/test_openai_completion.py::test_openai_completion_streaming[txt=azure/gpt-5-mini-inference:completion:sanity]
SKIPPED [ 11%]
tests/integration/inference/test_openai_completion.py::test_openai_completion_prompt_logprobs[txt=azure/gpt-5-mini-1]
SKIPPED [ 14%]
tests/integration/inference/test_openai_completion.py::test_openai_completion_guided_choice[txt=azure/gpt-5-mini]
SKIPPED [ 18%]
tests/integration/inference/test_openai_completion.py::test_openai_chat_completion_non_streaming[openai_client-txt=azure/gpt-5-mini-inference:chat_completion:non_streaming_01]
PASSED [ 22%]
tests/integration/inference/test_openai_completion.py::test_openai_chat_completion_streaming[openai_client-txt=azure/gpt-5-mini-inference:chat_completion:streaming_01]
PASSED [ 25%]
tests/integration/inference/test_openai_completion.py::test_openai_chat_completion_streaming_with_n[openai_client-txt=azure/gpt-5-mini-inference:chat_completion:streaming_01]
PASSED [ 29%]
tests/integration/inference/test_openai_completion.py::test_inference_store[openai_client-txt=azure/gpt-5-mini-True]
PASSED [ 33%]
tests/integration/inference/test_openai_completion.py::test_inference_store_tool_calls[openai_client-txt=azure/gpt-5-mini-True]
PASSED [ 37%]
tests/integration/inference/test_openai_completion.py::test_openai_chat_completion_non_streaming_with_file[txt=azure/gpt-5-mini]
SKIPPEDed files.) [ 40%]
tests/integration/inference/test_openai_completion.py::test_openai_completion_prompt_logprobs[txt=azure/gpt-5-mini-0]
SKIPPED [ 44%]
tests/integration/inference/test_openai_completion.py::test_openai_chat_completion_non_streaming[openai_client-txt=azure/gpt-5-mini-inference:chat_completion:non_streaming_02]
PASSED [ 48%]
tests/integration/inference/test_openai_completion.py::test_openai_chat_completion_streaming[openai_client-txt=azure/gpt-5-mini-inference:chat_completion:streaming_02]
PASSED [ 51%]
tests/integration/inference/test_openai_completion.py::test_openai_chat_completion_streaming_with_n[openai_client-txt=azure/gpt-5-mini-inference:chat_completion:streaming_02]
PASSED [ 55%]
tests/integration/inference/test_openai_completion.py::test_inference_store[openai_client-txt=azure/gpt-5-mini-False]
PASSED [ 59%]
tests/integration/inference/test_openai_completion.py::test_inference_store_tool_calls[openai_client-txt=azure/gpt-5-mini-False]
PASSED [ 62%]
tests/integration/inference/test_openai_completion.py::test_openai_chat_completion_non_streaming[client_with_models-txt=azure/gpt-5-mini-inference:chat_completion:non_streaming_01]
PASSED [ 66%]
tests/integration/inference/test_openai_completion.py::test_openai_chat_completion_streaming[client_with_models-txt=azure/gpt-5-mini-inference:chat_completion:streaming_01]
PASSED [ 70%]
tests/integration/inference/test_openai_completion.py::test_openai_chat_completion_streaming_with_n[client_with_models-txt=azure/gpt-5-mini-inference:chat_completion:streaming_01]
PASSED [ 74%]
tests/integration/inference/test_openai_completion.py::test_inference_store[client_with_models-txt=azure/gpt-5-mini-True]
PASSED [ 77%]
tests/integration/inference/test_openai_completion.py::test_inference_store_tool_calls[client_with_models-txt=azure/gpt-5-mini-True]
PASSED [ 81%]
tests/integration/inference/test_openai_completion.py::test_openai_chat_completion_non_streaming[client_with_models-txt=azure/gpt-5-mini-inference:chat_completion:non_streaming_02]
PASSED [ 85%]
tests/integration/inference/test_openai_completion.py::test_openai_chat_completion_streaming[client_with_models-txt=azure/gpt-5-mini-inference:chat_completion:streaming_02]
PASSED [ 88%]
tests/integration/inference/test_openai_completion.py::test_openai_chat_completion_streaming_with_n[client_with_models-txt=azure/gpt-5-mini-inference:chat_completion:streaming_02]
PASSED [ 92%]
tests/integration/inference/test_openai_completion.py::test_inference_store[client_with_models-txt=azure/gpt-5-mini-False]
PASSED [ 96%]
tests/integration/inference/test_openai_completion.py::test_inference_store_tool_calls[client_with_models-txt=azure/gpt-5-mini-False]
PASSED [100%]
=========================================== short test summary info
============================================ SKIPPED [3]
tests/integration/inference/test_openai_completion.py:63: Model
azure/gpt-5-mini hosted by remote::azure doesn't support OpenAI
completions. SKIPPED [3]
tests/integration/inference/test_openai_completion.py:118: Model
azure/gpt-5-mini hosted by remote::azure doesn't support vllm extra_body
parameters. SKIPPED [1]
tests/integration/inference/test_openai_completion.py:124: Model
azure/gpt-5-mini hosted by remote::azure doesn't support chat completion
calls with base64 encoded files. ================================== 20
passed, 7 skipped, 2 warnings in 51.77s
==================================
```
Signed-off-by: Sébastien Han <seb@redhat.com>
2025-09-11 13:48:38 +02:00
