Preprocessing enhancements: Safety assessment, Language detection #101
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- Implement parallel execution of safety and scope check, query expansion, and language detection
… expansion and conversation history management
- Replace SelfQueryRetriever with efficient hybrid search (BM25 + vector) - Add RRF (Reciprocal Rank Fusion) support for query expansion - Implement parallel processing for improved performance
… expansion and conversation history management
- Add type annotation for rrf_scores in retrieval_utils.py - Fix metadata dictionary comprehension in csv_chroma.py - Update retriever type annotations to use Any - Add isinstance check for BM25Retriever - Remove default values from TypedDict in base.py - Fix TypedDict expansion in postprocess method
- Implement parallel execution of safety and scope check, query expansion, and language detection
- Implement parallel execution of safety and scope check, query expansion, and language detection
- Replace SelfQueryRetriever with efficient hybrid search (BM25 + vector) - Add RRF (Reciprocal Rank Fusion) support for query expansion - Implement parallel processing for improved performance
…ination mitigation
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The
BaseGraphBuilder.preprocess()step (available for all chat profiles) now includes safety check and language detection tasks.The safety check adds a
safetystring field toBaseState, which is expected to be equal to"true"when the user's input is considered to be appropriate and within Reactome scope, as well as an additionalreason_unsafestring field.The language detection adds a self-explanatory
detected_languagestring field toBaseState.