Add score_threshold parameter to similarity search methods #140
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Summary
This PR introduces a new
score_thresholdparameter to improve the quality of similarity search results by filtering out irrelevant matches based on similarity scores.Changes
score_thresholdparameter tosimilarity_search,similarity_search_by_vector, andaskmethods in the Pgvector adapterscore_thresholdfunctionality andaskmethodTechnical Details
The
score_thresholdparameter allows users to set a minimum similarity score (lower distance) to include in search results. When provided, the system:neighbor_distance <= score_thresholdUsage Example