Commit Graph

6 Commits

Author SHA1 Message Date
Greyson LaLonde
ce5ea9be6f feat: add custom embedding types and migrate providers
- introduce baseembeddingsprovider and helper for embedding functions  
- add core embedding types and migrate providers, factory, and storage modules  
- remove unused type aliases and fix pydantic schema error  
- update providers with env var support and related fixes
2025-09-25 18:28:39 -04:00
Greyson LaLonde
4ac65eb0a6 fix: support nested config format for embedder configuration
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- support nested config format with embedderconfig typeddict  
- fix parsing for model/model_name compatibility  
- add validation, typing_extensions, and improved type hints  
- enhance embedding factory with env var injection and provider support  
- add tests for openai, azure, and all embedding providers  
- misc fixes: test file rename, updated mocking patterns
2025-09-23 11:57:46 -04:00
Greyson LaLonde
58413b663a chore: fix ruff linting issues in rag module
linting, list embedding handling, and test update
2025-09-22 13:06:22 -04:00
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