README.md

metadata

title: Restaurant RAG Assistant
emoji: 🍕
colorFrom: blue
colorTo: purple
sdk: gradio
sdk_version: 4.44.0
app_file: app.py
pinned: false
license: mit

🍕 Restaurant RAG Assistant

A smart restaurant customer service assistant powered by RAG (Retrieval-Augmented Generation) technology!

Features

🤖 Intelligent Knowledge Retrieval: The assistant searches through a comprehensive knowledge base of restaurant policies, services, and information to provide accurate answers.

🏪 Comprehensive Restaurant Information:

• Menu highlights and special dishes
• Restaurant policies (refund, privacy, allergens)
• Family-friendly amenities and baby policies
• Weekend hours and reservations
• Contact information and delivery options

How It Works

1. Query Processing: When you ask a question, the system analyzes your query to understand what you're looking for
2. Knowledge Search: It searches through the restaurant's knowledge base to find the most relevant information
3. Response Generation: Using the retrieved information, it generates a helpful, accurate response

Try It Out!

Ask questions like:

• "What are your most popular dishes?"
• "Can I bring my baby to the restaurant?"
• "What's your refund policy?"
• "Are you open on weekends?"
• "Do you handle food allergies?"

Technology Stack

• Gradio: Interactive web interface
• RAG: Retrieval-Augmented Generation for accurate responses
• Together.ai: LLM integration (optional - works with fallback mode)

Setup

To enable full AI responses, add your TOGETHER_API_KEY in the HuggingFace Spaces secrets section.

---

Built for the Agentic AI Hackathon - demonstrating practical RAG applications in customer service!