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Copilot AI commented Nov 24, 2025

Issue Key

Summary

Adds comprehensive docstring to similarity_search_by_vector method following the established pattern from similarity_search_with_score.

Changes in this PR

  • Added docstring to MongoDBAtlasVectorSearch.similarity_search_by_vector() documenting:
    • Method purpose and Atlas Vector Search context
    • Parameters: query_vector, k, pre_filter, post_filter_pipeline, oversampling_factor, include_embeddings, kwargs
    • Return value: List of Document objects

Test Plan

No functional changes to code. Docstring format validated with ruff linter to match codebase style conventions.

Screenshots (optional)

N/A

Checklist

Checklist for Author

  • Did you update the changelog (if necessary)?
  • Is the intention of the code captured in relevant tests?
  • If there are new TODOs, has a related JIRA ticket been created?
  • Has a MongoDB Employee run the patch build of this PR?

Checklist for Reviewer {@primary_reviewer}

  • Does the title of the PR reference a JIRA Ticket?
  • Do you fully understand the implementation? (Would you be comfortable explaining how this code works to someone else?)
  • Have you checked for spelling & grammar errors?
  • Is all relevant documentation (README or docstring) updated?

Focus Areas for Reviewer (optional)

N/A - documentation-only change


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Copilot AI mentioned this pull request Nov 24, 2025
8 tasks
Co-authored-by: barnuri <13019522+barnuri@users.noreply.github.com>
@barnuri barnuri marked this pull request as ready for review November 24, 2025 20:31
@barnuri barnuri merged commit ce139bf into patch-1 Nov 24, 2025
@barnuri barnuri deleted the copilot/sub-pr-1 branch November 24, 2025 20:31
Copilot AI changed the title [WIP] Add docstring as suggested in review for patch 1 Add docstring to similarity_search_by_vector method Nov 24, 2025
Copilot AI requested a review from barnuri November 24, 2025 20:32
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2 participants