2 Commits

Author	SHA1	Message	Date
Greyson LaLonde	2e4bd3f49d	feat: qdrant generic client (#3377) ... ### 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
Greyson LaLonde	842bed4e9c	feat: chromadb generic client (#3374) ... 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