A comprehensive platform for discovering, analyzing, and collaborating with Junior Enterprises worldwide using AI-powered insights.
https://drive.google.com/file/d/1ULzOL3ofJYvA8ChYBuVsc5Q4WlsJoTby/view?usp=sharing
- 🕵️ Smart Search: Natural language search across JE databases
- 🤝 Compatibility Analysis: AI-driven similarity scoring (TF-IDF + Cosine)
- 📧 Auto-generated Proposals: Context-aware collaboration emails
- 🌍 Global Directory: JE profiles with social media integration
- 📊 Interactive Dashboard: Visual comparison and recommendations
- Python 3.9+
- Node.js 18+
- OpenAI API key (via OpenRouter)
# Set up Python environment
cd Backend
python -m venv venv
source venv/bin/activate # Linux/Mac
.\venv\Scripts\activate # Windows
# Install dependencies
pip install -r requirements.txt
# Run all services (3 terminals)
python search_service.py # Port 8008
python compare_service.py # Port 8099
python generate_service.py # Port 8066
Usage Guide 🚀
Search Interface
Enter natural language queries (e.g., "Marketing JEs in France")
Browse interactive cards with key JE information
Comparison Engine
Click "Compare" on any JE card
View real-time similarity score and AI recommendations
Analyze service overlaps and potential synergies
Collaboration Generator
From comparison results, click "Generate Message"
Customize and copy AI-drafted collaboration proposal
Directly contact JEs using provided social links
Tech Stack 🔧
Component Technology
Frontend React, Vite, Axios
Backend FastAPI, Uvicorn
AI/ML Llama-3-70B, TF-IDF, Cosine Sim
NLP OpenRouter.ai API
Data Processing Scikit-learn, Pandas