8000 Implement Fuzzy Search for Duplicate Issue Detection · Issue #19 · warestack/action-copilot · GitHub
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Implement Fuzzy Search for Duplicate Issue Detection #19

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dkargatzis opened this issue May 14, 2024 · 2 comments
Open

Implement Fuzzy Search for Duplicate Issue Detection #19

dkargatzis opened this issue May 14, 2024 · 2 comments
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enhancement New feature or request

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@dkargatzis
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Objective

Integrate a fuzzy search algorithm into the GitHub Action to detect and prevent the creation of duplicate issues based on similarities in their titles and descriptions.

Details

  • Algorithm Choice: Utilize the Levenshtein distance or Jaccard Index to measure the similarity between the title and description of the new issue and existing issues in the repository.
  • Threshold Setting: Define a similarity threshold to determine when an issue is considered a duplicate. Issues surpassing this threshold will not be created, and a reference to the existing similar issue will be provided instead.
  • Implementation Considerations:
    • Ensure that the search algorithm does not significantly impact the execution time of the action.
    • Handle edge cases where the issue descriptions or titles are exceptionally long or contain special formatting.
  • Quality Assurance: Include tests to validate the accuracy and efficiency of the fuzzy search implementation. Ensure that the feature does not interfere with the existing functionalities of the GitHub Action.

Benefits

  • Reduced Redundancy: Minimize duplicate issues, making the issue tracker easier to manage and navigate.
  • Enhanced Efficiency: Save time for developers and maintainers by automatically preventing duplicate issue submissions.
  • Improved Issue Management: Streamline issue management processes by automatically identifying and referencing similar existing issues.
@dkargatzis dkargatzis added the enhancement New feature or request label May 14, 2024
@cgoncalves94
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We are testing.

@warestack-dev Warestack-dev
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warestack-dev bot commented Jul 18, 2024

This is a test comment to verify the commenting functionality.

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@dkargatzis @cgoncalves94
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