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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