Add score_threshold parameter to similarity search methods#140
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rodrigotoledo wants to merge 3 commits intopatterns-ai-core:mainfrom
Open
Add score_threshold parameter to similarity search methods#140rodrigotoledo wants to merge 3 commits intopatterns-ai-core:mainfrom
rodrigotoledo wants to merge 3 commits intopatterns-ai-core:mainfrom
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- Add score_threshold parameter to similarity_search, similarity_search_by_vector, and ask methods - Improve test coverage with comprehensive tests for score_threshold functionality and ask method
- Added exclusion for .gem files to prevent circular reference error - Fixes 'contains itself' validation error when building/installing gem
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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