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2 Commits

Author SHA1 Message Date
Greyson LaLonde
4b4a119a9f refactor: simplify rag client initialization (#3401) 
* Simplified Qdrant and ChromaDB client initialization
* Refactored factory structure and updated tests accordingly
 2025-08-26 08:54:51 -04:00
Greyson LaLonde
2e4bd3f49d feat: qdrant generic client (#3377)
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### Qdrant Client

* Add core client with collection, search, and document APIs (sync + async)
* Refactor utilities, types, and vector params (default 384-dim)
* Improve error handling with `ClientMethodMismatchError`
* Add score normalization, async embeddings, and optional `qdrant-client` dep
* Expand tests and type safety throughout
 2025-08-25 16:02:25 -04:00