Consolidate EmbeddingMetadataStorage into VectorDB #68
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#69
What was done
EmbeddingMetadataStorage
andEmbeddingStore
classes and consolidated metadata management directly into vector database implementationsVectorDB.add()
method to acceptEmbeddingMetadataObj
parameterget_metadata()
,update_metadata()
, andget_all_embedding_metadata_objects()
ChromaVectorDB
andFAISSVectorDB
implementations, keeping onlyHNSWLibVectorDB
for nowNotes
HNSWLibVectorDB
is included in this PR - I will add other vector database implementations in future PRs to ensure this architectural change works correctly with the existing implementation first.