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llama-stack-mirror/docs/source/providers/vector_io/inline_milvus.md
Francisco Arceo 6a6b66ae4f
chore: Adding unit tests for OpenAI vector stores and migrating SQLite-vec registry to kvstore (#2665) 
# What does this PR do?

This PR refactors and the VectorIO backend logic for `sqlite-vec` and
adds unit tests and fixtures to make it easy to test both `sqlite-vec`
and `milvus`.

Key changes:
- `sqlite-vec` migrated to `kvstore` registry
- added in-memory cache for sqlite-vec to be consistent with `milvus`
- default fixtures moved to `conftest.py` 
- removed redundant tests from sqlite`-vec`
- made `test_vector_io_openai_vector_stores.py` more easily extensible 


## Test Plan
Unit tests added testing inline providers.

---------

Signed-off-by: Francisco Javier Arceo <farceo@redhat.com>
2025-07-10 14:22:13 -04:00

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inline::milvus

Description

Please refer to the remote provider documentation.

Configuration

Field Type Required Default Description
db_path <class 'str'> No PydanticUndefined
kvstore utils.kvstore.config.RedisKVStoreConfig | utils.kvstore.config.SqliteKVStoreConfig | utils.kvstore.config.PostgresKVStoreConfig | utils.kvstore.config.MongoDBKVStoreConfig No sqlite Config for KV store backend (SQLite only for now)
consistency_level <class 'str'> No Strong The consistency level of the Milvus server

Sample Configuration

db_path: ${env.MILVUS_DB_PATH:=~/.llama/dummy}/milvus.db
kvstore:
  type: sqlite
  db_path: ${env.SQLITE_STORE_DIR:=~/.llama/dummy}/milvus_registry.db