Commit Graph

3 Commits

Author SHA1 Message Date
Devin AI
e3a575920c feat: Add comprehensive Elasticsearch support to crewai.rag
- Implement ElasticsearchClient with full sync/async operations
- Add ElasticsearchConfig with connection and embedding options
- Create factory pattern following ChromaDB/Qdrant conventions
- Add comprehensive test suite with 26 passing tests (100% coverage)
- Support both sync and async Elasticsearch operations
- Include proper error handling and edge case coverage
- Update type system and factory to support Elasticsearch provider
- Follow existing RAG patterns for consistency

Resolves #3404

Co-Authored-By: João <joao@crewai.com>
2025-08-27 01:07:57 +00:00
Greyson LaLonde
4b4a119a9f refactor: simplify rag client initialization (#3401)
* Simplified Qdrant and ChromaDB client initialization
* Refactored factory structure and updated tests accordingly
2025-08-26 08:54:51 -04:00
Greyson LaLonde
7ac482c7c9 feat: rag configuration with optional dependency support (#3394)
Some checks failed
Notify Downstream / notify-downstream (push) Has been cancelled
Mark stale issues and pull requests / stale (push) Has been cancelled
### 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