Sweep: Utility Function for Vector Similarity Search (✓ Sandbox Passed)

[sweep-ai]

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Description

This pull request adds a utility function for vector similarity search in the API/database.py file and a new route for face recognition in the API/route.py file. It also includes necessary documentation for the new functionality.

Summary

• Added a new function find_similar_vectors in the API/database.py file to find the top n most similar vectors in the database to a given embedding.
• Updated the API/route.py file to include a new route /recognise_face for face recognition.
• Added documentation for the new route and function.

Fixes #18.

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[sweep-ai]

Rollback Files For Sweep

• Rollback changes to API/database.py
• Rollback changes to API/route.py

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[codecov-commenter]

Codecov Report

Attention: Patch coverage is 25.00000% with 9 lines in your changes are missing coverage. Please review.

Project coverage is 86.98%. Comparing base (91e83d1) to head (16549ad).

Files	Patch %	Lines
API/route.py	22.22%	7 Missing ⚠️
API/database.py	33.33%	2 Missing ⚠️

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Additional details and impacted files

@@            Coverage Diff             @@
##             main      #19      +/-   ##
==========================================
- Coverage   89.64%   86.98%   -2.66%     
==========================================
  Files           6        6              
  Lines         280      292      +12     
==========================================
+ Hits          251      254       +3     
- Misses         29       38       +9     

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[sonarqubecloud]

Quality Gate passed

Issues
1 New issue
0 Accepted issues

Measures
0 Security Hotspots
No data about Coverage
0.0% Duplication on New Code

See analysis details on SonarCloud