Add optional Milvus vector store backend - #267
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Signed-off-by: Cheney Zhang <chen.zhang@zilliz.com>
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Hi @TedSIWEILIU, I opened this PR following the route discussed in #266. It keeps FAISS as the default, adds Milvus as an optional backend with lazy imports, and follows the existing VectorStoreBase interface. Would appreciate your review when you have time. |
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Summary
Adds an optional Milvus vector store backend for EvoAgentX RAG storage.
pymilvus.MilvusClientvector_name="milvus"configuration fields for URI, token, database, collection, metric type, consistency level, and overwrite behaviorevoagentx[milvus]optional dependency with Milvus Lite supportCloses #266.
Validation
ruff check evoagentxruff check evoagentx/storages/vectore_stores tests/src/storages/test_milvus_vector_store.pypytest tests/src/storages/test_milvus_vector_store.py tests/src/storages/test_storagehandler.py -qtext-embedding-3-smallRAG smoke testNotes
Milvus uses a local
./milvus.dbURI by default for Milvus Lite. The same configuration can point to Milvus server or Zilliz Cloud by settingmilvus_uriandmilvus_token.