feat(vectorsearch): add metadata support to Elasticsearch adapter#1004
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sergiobayona wants to merge 2 commits intopatterns-ai-core:mainfrom
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feat(vectorsearch): add metadata support to Elasticsearch adapter#1004sergiobayona wants to merge 2 commits intopatterns-ai-core:mainfrom
sergiobayona wants to merge 2 commits intopatterns-ai-core:mainfrom
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Adds the ability to store and search by metadata in the Elasticsearch vector search provider: - Extended `add_texts` and `update_texts` to accept optional `metadatas` parameter - Updated index mapping to include a dynamic `metadata` object field - Added `filter` parameter to similarity search methods for metadata-based filtering - All changes maintain backward compatibility with existing code - Added comprehensive test coverage for the new functionality - Created an example script to demonstrate metadata usage with Elasticsearch This enhancement brings the Elasticsearch adapter to parity with other vector stores like Pinecone, Chroma, PGVector and Qdrant that already supported metadata. Users can now store arbitrary metadata alongside their text and embedding vectors, then filter search results based on metadata fields.
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Adds the ability to store and search by metadata in the Elasticsearch vector search provider:
add_textsandupdate_textsto accept optionalmetadatasparametermetadataobject fieldfilterparameter to similarity search methods for metadata-based filteringThis enhancement brings the Elasticsearch adapter to parity with other vector stores like Pinecone, Chroma, PGVector and Qdrant that already supported metadata. Users can now store arbitrary metadata alongside their text and embedding vectors, then filter search results based on metadata fields.