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324f5c2 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 | # RNGAI-WEB Chatbot
This is an AI-powered chatbot for RNG Patel Institute of Technology (RNGPIT) that uses RAG (Retrieval Augmented Generation) to answer questions about courses, admissions, facilities, placements, and campus life.
## Features
- 🎓 Comprehensive information about RNGPIT
- 🤖 Powered by Groq AI (LLaMA models)
- 📚 RAG-based knowledge retrieval
- 🎨 Beautiful, modern UI with dark/light theme
- 📊 Admin dashboard with analytics
- 🐳 Docker support for easy deployment
## Setup
### 1. Clone and Install
```bash
cd RNGAI-WEB
pip install -r requirements.txt
```
### 2. Configure Environment Variables
Copy the example environment file:
```bash
copy .env.example .env
```
Then edit `.env` and add your credentials:
```env
GROQ_API_KEY=your_groq_api_key_here
SUPABASE_URL=your_supabase_url_here
SUPABASE_KEY=your_supabase_key_here
```
**Get your credentials:**
- **Groq API**: https://console.groq.com
- **Supabase**: https://supabase.com
### 3. Run the Application
**Local Development:**
```bash
python app.py
```
**Using Docker:**
```bash
docker-compose up -d
```
The application will be available at: `http://localhost:5000`
## Project Structure
```
RNGAI-WEB/
├── app.py # Main Flask application
├── requirements.txt # Python dependencies
├── .env # Environment variables (not in git)
├── .env.example # Environment template
├── Dockerfile # Docker configuration
├── docker-compose.yml # Docker Compose config
├── templates/
│ └── index.html # Main chat interface
├── static/
│ └── RNGPIT.png # College logo
└── data/
└── link17.txt # Knowledge base
```
## Environment Variables
| Variable | Description | Required |
|----------|-------------|----------|
| `GROQ_API_KEY` | API key from Groq Console | Yes |
| `SUPABASE_URL` | Your Supabase project URL | Yes |
| `SUPABASE_KEY` | Your Supabase API key | Yes |
## Tech Stack
- **Backend**: Flask, Python 3.11
- **AI**: Groq (LLaMA 3.3), Sentence Transformers
- **Vector DB**: ChromaDB
- **Database**: Supabase
- **Frontend**: HTML, CSS, JavaScript with Three.js
## Security
⚠️ **Important**: Never commit your `.env` file to version control. The `.env` file contains sensitive credentials and should be kept private.
## License
Private project for RNG Patel Institute of Technology
|