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Pull Request Overview
This PR fixes several issues with the Qdrant vector store implementation by improving collection management, adding proper metadata handling, and implementing new chunk management capabilities.
- Adds automatic collection creation and index management for metadata fields
- Stores source_id as an instance variable to avoid repeated string processing
- Implements new methods for chunk retrieval, addition, and deletion operations
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What kind of change does this PR introduce? (Bug fix, feature, docs update, ...)
Why was this change needed? (You can also link to an open issue here)
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