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chore: OpenAI compatibility for Milvus (#2470)

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# What does this PR do?
Closes https://github.com/meta-llama/llama-stack/issues/2461



## Test Plan
Tested with the `ollama` distriubtion template and updated the vector_io
provider to:
```yaml
vector_io:
- provider_id: milvus
  provider_type: inline::milvus
  config:
    db_path: ${env.SQLITE_STORE_DIR:=~/.llama/distributions/ollama}/milvus_store.db
    kvstore:
      type: sqlite
      db_name: milvus_registry.db
```

Ran the stack
```bash
llama stack run ./llama_stack/templates/ollama/run.yaml --image-type venv --env OLLAMA_URL="http://0.0.0.0:11434"
```

Ran the tests:
```
pytest -sv --stack-config=http://localhost:8321 tests/integration/vector_io/test_openai_vector_stores.py  --embedding-model all-MiniLM-L6-v2
```
Output passed.

Signed-off-by: Francisco Javier Arceo <farceo@redhat.com>
This commit is contained in:
Francisco Arceo 2025-06-27 17:00:36 -06:00 • committed by GitHub
parent 65b4fae51d
commit cc19b56c87
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9 changed files with 156 additions and 130 deletions
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llama_stack/templates/starter/build.yaml
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@ -15,6 +15,7 @@ distribution_spec:
- inline::sentence-transformers
vector_io:
- inline::sqlite-vec
- inline::milvus
- remote::chromadb
- remote::pgvector
files: