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Hardik Shah 6ec2ed4196
feat: New OpenAI compat embeddings API (#2314) 
# What does this PR do?
Adds a new endpoint that is compatible with OpenAI for embeddings api. 
`/openai/v1/embeddings`
Added providers for OpenAI, LiteLLM and SentenceTransformer. 


## Test Plan
```
LLAMA_STACK_CONFIG=http://localhost:8321 pytest -sv tests/integration/inference/test_openai_embeddings.py --embedding-model all-MiniLM-L6-v2,text-embedding-3-small,gemini/text-embedding-004
```
2025-06-01 17:55:12 +05:30
..
agents feat(responses): add output_text delta events to responses (#2265) 2025-05-27 13:07:14 -07:00
batch_inference chore: more API validators (#2165) 2025-05-15 11:22:51 -07:00
benchmarks chore: more API validators (#2165) 2025-05-15 11:22:51 -07:00
common chore: removed unused class (#2268) 2025-05-26 08:41:37 -07:00
datasetio chore: more API validators (#2165) 2025-05-15 11:22:51 -07:00
datasets chore: more API validators (#2165) 2025-05-15 11:22:51 -07:00
eval chore: more API validators (#2165) 2025-05-15 11:22:51 -07:00
files chore: more API validators (#2165) 2025-05-15 11:22:51 -07:00
inference feat: New OpenAI compat embeddings API (#2314) 2025-06-01 17:55:12 +05:30
inspect chore: more API validators (#2165) 2025-05-15 11:22:51 -07:00
models chore: more API validators (#2165) 2025-05-15 11:22:51 -07:00
post_training chore: more API validators (#2165) 2025-05-15 11:22:51 -07:00
providers chore: more API validators (#2165) 2025-05-15 11:22:51 -07:00
safety chore: more API validators (#2165) 2025-05-15 11:22:51 -07:00
scoring chore: more API validators (#2165) 2025-05-15 11:22:51 -07:00
scoring_functions chore: more API validators (#2165) 2025-05-15 11:22:51 -07:00
shields chore: more API validators (#2165) 2025-05-15 11:22:51 -07:00
synthetic_data_generation chore: enable pyupgrade fixes (#1806) 2025-05-01 14:23:50 -07:00
telemetry chore: more API validators (#2165) 2025-05-15 11:22:51 -07:00
tools fix(tools): do not index tools, only index toolgroups (#2261) 2025-05-25 13:27:52 -07:00
vector_dbs chore: more API validators (#2165) 2025-05-15 11:22:51 -07:00
vector_io feat: Enable ingestion of precomputed embeddings (#2317) 2025-06-01 17:55:11 +05:30
__init__.py API Updates (#73) 2024-09-17 19:51:35 -07:00
datatypes.py chore: enable pyupgrade fixes (#1806) 2025-05-01 14:23:50 -07:00
resource.py chore: more mypy fixes (#2029) 2025-05-06 09:52:31 -07:00
version.py llama-stack version alpha -> v1 2025-01-15 05:58:09 -08:00