Commit Graph

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
842bed4e9c feat: chromadb generic client (#3374)
Some checks failed
Notify Downstream / notify-downstream (push) Has been cancelled
Mark stale issues and pull requests / stale (push) Has been cancelled
Add ChromaDB client implementation with async support

- Implement core collection operations (create, get_or_create, delete)
- Add search functionality with cosine similarity scoring
- Include both sync and async method variants
- Add type safety with NamedTuples and TypeGuards
- Extract utility functions to separate modules
- Default to cosine distance metric for text similarity
- Add comprehensive test coverage

TODO:
- l2, ip score calculations are not settled on
2025-08-21 18:18:46 -04:00