Project-Plaza-Recommendation-System

This is an AI-powered application that recommends the best GitHub projects based on a user's prompt. It uses SentenceTransformer (all-MiniLM-L6-v2) to intelligently rank projects according to their relevance. Each user's search history is stored and managed separately for future use.

Features Fetches GitHub projects using GitHub API. Ranks projects using SentenceTransformer model (all-MiniLM-L6-v2). Displays the best matching project with a clear reason. Saves user profiles and past searches locally. Keeps GitHub token secure via .env file. Simple and interactive Streamlit frontend. Folder Structure Setup Instructions

1. Clone the repository

2. Create a virtual environment

3. Activate the virtual environment On Windows:

4. Install the required packages

5. Set up GitHub Token Create a .env file in the root directory. Add your GitHub token: Your token is never shown publicly in the app.

6. Run the Streamlit App