title	Snapr
emoji	🏷️
colorFrom	yellow
colorTo	blue
sdk	docker
app_port	8080
pinned	false
short_description	Multi-agent AI that finds the best online deals.

🏷️ Snapr - Multi-AI Agent Snaps Best Deals

• 🚀 Live Demo
• 📚 Full Documentation

📷 Screenshots

📖 Overview

Snapr is an AI-powered system that finds the best online deals using a pipeline of collaborative agents powered by LLMs, traditional ML models, embeddings, and retrieval-augmented generation (RAG).

🔑 Key Capabilities

• Central agent orchestrates deal processing with specialized agents
• Real-time deal fetching and price prediction using LLMs and traditional models
• Automatic filtering and memory to avoid duplicates
• Remote execution on Modal with live activity logs
• DevOps: Docker, CI/CD with GitHub Actions, pre-commit hooks
• Unit testing, security checks, and code quality enforcement
• MkDocs-based documentation

👉 For full details, see Core Features and Development & DevOps..

⚙️ Setup & Installation

To set up locally and install the app, see the "Local Deployment" section in the technical documentation.

🏗️ Architecture

• Single Container Deployment: FastAPI serves both the Gradio app and documentation
  • Main app at / - Interactive Gradio interface
  • Documentation at /docs - MkDocs static site
  • No reverse proxy needed - everything runs through uvicorn/FastAPI
• Containerized with Docker for consistent deployment across environments

📚 Docs & Architecture

• Documentation includes:

  • Technical and functional docs
  • Schematics of technical architecture, functional workflow, and user flow

🪪 License

MIT