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. It also adds a new route for face recognition in the API/route.py file.

Summary

• Added find_similar_vectors method to the API/database.py file to find the top n most similar vectors in the database using Euclidean distance.
• Added a new route /recognise_face to the API/route.py file for face recognition.
• The /recognise_face route takes an embedding vector and the number of top similar vectors to return.
• The route calls the find_similar_vectors method to find the most similar face embeddings in the database.
• Returns a dictionary containing the top n most similar face embeddings.

Fixes #18.

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[sweep-ai]

Rollback Files For Sweep

• Rollback changes to API/route.py
• Rollback changes to API/database.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 (7b8ca4e).

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      #20      +/-   ##
==========================================
- 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