Add optional score-based filtering to BaseRetriever with threshold support#21163
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Nithin00614 wants to merge 1 commit intorun-llama:mainfrom
Open
Add optional score-based filtering to BaseRetriever with threshold support#21163Nithin00614 wants to merge 1 commit intorun-llama:mainfrom
Nithin00614 wants to merge 1 commit intorun-llama:mainfrom
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Summary
This PR introduces an optional score-based filtering mechanism in
BaseRetrieverto improve the relevance of retrieved nodes.Changes
enable_score_filterflag to toggle filteringscore_thresholdparameter to control filtering behavior_filter_nodes_by_scorehelper functionMotivation
Currently, retrieved nodes may include low-relevance results. This feature allows users to filter nodes based on score, improving output quality and efficiency.
Tests
All tests pass successfully.
Impact