Kaggle Final Project | Building a Multi-Agent GitHub Repository Analyzer with React & Python
🚀 GitHub Repository Analyzer | Multi-Agent AI System
In this video, I demonstrate a full-stack GitHub Repository Analyzer powered by a Python multi-agent architecture. The system automatically analyzes repositories, generates insights, performs security checks, and presents results through an interactive dashboard.
🔍 Features
✅ Repository cloning and metadata extraction
✅ Language breakdown and visualization
✅ Commit history analysis and development cadence tracking
✅ Security and safety auditing
✅ AI-generated repository summaries and explanations
✅ Automated installation guides for multiple operating systems
✅ Interactive dashboard with charts and timelines
🏗️ Architecture Overview
Frontend (Vite + React)
Landing Page
Dashboard & Repository Summary
Language Analytics & Charts
Commit Timeline Visualization
Safety Audit Reports
Installation Guide
Backend (Express + TypeScript)
REST API endpoints
Repository analysis orchestration
Health monitoring
Python process management
Python Multi-Agent Pipeline
RepoFetcher Agent
LanguageAnalyzer Agent
CommitHistorian Agent
SafetyInspector Agent
Explainer Agent
InstallationGuide Agent
⚙️ Tech Stack
React
Vite
TypeScript
Express.js
Python
GitPython
Chart.js / Recharts
REST APIs
📂 Source Code
[https://github.com/Anish29801/Kaggle-Final...](https://github.com/Anish29801/Kaggle-Final...)
💡 Workflow
1. User submits a GitHub repository URL
2. Express API receives the request
3. Python orchestrator launches specialized agents
4. Agents analyze the repository in parallel
5. Results are combined into a single JSON response
6. Dashboard visualizes insights and recommendations
📈 Perfect For
Developers
Open Source Maintainers
Technical Recruiters
Engineering Managers
Students Learning AI Agents
Repository Auditing & Analysis
#AI #MultiAgentSystems #Python #ReactJS #TypeScript #ExpressJS #GitHub #OpenSource #SoftwareEngineering #DataVisualization #MachineLearning #FullStackDevelopment
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