Urban Match Python Task - Proposed Solution by Adithya Vedhamani #3
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This PR introduces the following features and enhancements to the Marriage Matchmaking App, significantly improving its functionality and user experience:
User Profile Management:
Added endpoints for updating and deleting user profiles.
Enhanced validation for profile creation and updates using Pydantic schemas, including email validation.
NLP-Based Matchmaking:
Integrated BERT embeddings and cosine similarity for identifying potential matches based on user interests.
Returns top matches with a compatibility score to enhance matchmaking accuracy.
Database and Backend Improvements:
Optimized SQLite database queries for CRUD operations.
Updated data models to align with the new functionalities.
Added detailed docstrings and comments for better readability.
Included a comprehensive README.md for setup, usage, and future enhancements.
How to Test?
Setup Environment:
Follow the instructions in the PROPOSED_SOLUTION.md to set up the application.
Install required dependencies using
python -m venv env source env/bin/activate pip install -r requirements.txt uvicorn main:app --reloadAbout Me:
Adithya Vedhamani
adithyavedhamani@gmail.com
Linkedin: https://www.linkedin.com/in/adithya-vedhamani-3130a521b/