Commit Graph

4 Commits

Author SHA1 Message Date
Greyson LaLonde
f28e78c5ba refactor: unify rag storage with instance-specific client support (#3455)
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- ignore line length errors globally
- migrate knowledge/memory and crew query_knowledge to `SearchResult`
- remove legacy chromadb utils; fix empty metadata handling
- restore openai as default embedding provider; support instance-specific clients
- update and fix tests for `SearchResult` migration and rag changes
2025-09-17 14:46:54 -04:00
Greyson LaLonde
ec1eff02a8 fix: achieve parity between rag package and current impl (#3418)
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- Sanitize ChromaDB collection names and use original dir naming
- Add persistent client with file locking to the ChromaDB factory
- Add upsert support to the ChromaDB client
- Suppress ChromaDB deprecation warnings for `model_fields`
- Extract `suppress_logging` into shared `logger_utils`
- Update tests to reflect upsert behavior
- Docs: add additional note
2025-08-28 11:22:36 -04:00
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)
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### 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