4 Commits

Author	SHA1	Message	Date
Greyson LaLonde	869bb115c8	Qdrant RAG Provider Support (#3400) ... * Added Qdrant provider support with factory, config, and protocols * Improved default embeddings and type definitions * Fixed ChromaDB factory embedding assignment	2025-08-26 08:44:02 -04:00
Greyson LaLonde	7ac482c7c9	feat: rag configuration with optional dependency support (#3394) ... ### RAG Config System * Added ChromaDB client creation via config with sensible defaults * Introduced optional imports and shared RAG config utilities/schema * Enabled embedding function support with ChromaDB provider integration * Refactored configs for immutability and stronger type safety * Removed unused code and expanded test coverage	2025-08-26 00:00:22 -04:00
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	ed187b495b	feat: centralize embedding types and create base client (#3246) ... feat: add RAG system foundation with generic vector store support - Add BaseClient protocol for vector stores - Move BaseRAGStorage to rag/core - Centralize embedding types in embeddings/types.py - Remove unused storage models	2025-08-20 09:35:27 -04:00