feat: integrate Jaccard similarity ranking into autocomplete snippet selection #4783
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Summary
This PR integrates the existing
jaccardSimilarityfunction into the autocomplete snippet selection process to improve context quality by prioritizing snippets that share more symbols with the code around the cursor position.Problem
The
jaccardSimilarityfunction existed insrc/services/continuedev/core/autocomplete/context/ranking/index.tsbut was not being used in the actual snippet gathering flow. ThegetSnippets()function infiltering.tswas using random shuffling for base snippets instead of similarity-based ranking.Solution
jaccardSimilarityfrom the ranking module to make it available for use elsewhererankSnippetsBySimilarity()function that ranks snippets by their Jaccard similarity to the cursor contextThe cursor context is computed using the sliding window around the cursor position (same approach used in the original
rankAndOrderSnippetsfunction).Changes
src/services/continuedev/core/autocomplete/context/ranking/index.ts: ExportjaccardSimilarityfunctionsrc/services/continuedev/core/autocomplete/templating/filtering.ts:jaccardSimilarityrankSnippetsBySimilarity()helper functionshuffleArraywith similarity-based rankingsrc/services/continuedev/core/autocomplete/templating/__tests__/filtering.spec.ts: New test file with comprehensive testsTesting