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Add metadata filtering capabilities to memory retrieval #20

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@thierrypdamiba thierrypdamiba commented Mar 8, 2025

• Support storing memories with arbitrary metadata
• Add metadata filtering in find_memories to filter by metadata fields
• Add configurable result limits for memory retrieval
• Return relevance scores with search results
• Format metadata in search results for better readability

Screenshot 2025-03-07 at 7 08 43 PM
Screenshot 2025-03-07 at 7 09 00 PM

@kacperlukawski
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@thierrypdamiba I can't see any code changes made by this PR thinking: Could you please verify all the files were committed?

Update qdrant.py to include changes
@thierrypdamiba
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I can see how that might be helpful. Updated to include the files.

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