citations, contextual retrieval updates, ui, adaptive querying, history#52
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manasmhasakar wants to merge 2 commits intogeorgia-tech-db:mainfrom
Open
citations, contextual retrieval updates, ui, adaptive querying, history#52manasmhasakar wants to merge 2 commits intogeorgia-tech-db:mainfrom
manasmhasakar wants to merge 2 commits intogeorgia-tech-db:mainfrom
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This PR adds six major enhancements to TokenSmith: detailed citations, contextual chunk retrieval, adaptive query planning, conversation memory, performance optimizations, and a Streamlit web interface. These improvements significantly enhance answer quality, user experience, and system performance.
Core Enhancements
ContextualRetrieverwith neighbor expansion and cross-reference boostingHeuristicQueryPlanneradjusts retrieval based on question type