Commit Graph

3 Commits

Author SHA1 Message Date
Greyson LaLonde
d4aa676195 feat: add configurable search parameters for RAG, knowledge, and memory (#3531)
- Add limit and score_threshold to BaseRagConfig, propagate to clients  
- Update default search params in RAG storage, knowledge, and memory (limit=5, threshold=0.6)  
- Fix linting (ruff, mypy, PERF203) and refactor save logic  
- Update tests for new defaults and ChromaDB behavior
2025-09-18 16:58:03 -04:00
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
fab86d197a Refactor: Move RAG components to dedicated top-level module (#3222)
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* Move RAG components to top-level module

- Create src/crewai/rag directory structure
- Move embeddings configurator from utilities to rag module
- Update imports across codebase and documentation
- Remove deprecated embedding files

* Remove empty knowledge/embedder directory
2025-07-25 10:55:31 -04:00