README.md

metadata

title: AI Assistant Multi Agent System
emoji: 🤖
colorFrom: blue
colorTo: purple
sdk: gradio
sdk_version: 4.44.1
app_file: app.py
pinned: false
license: mit

AI Assistant Multi-Agent System

A modern multi-agent conversational AI system built with LangChain, featuring specialized agents for documentation, settings, and system management.

🌟 Features

• 📚 Document Reader Agent: RAG-powered semantic search across technical documentation
• ⚙️ Profile Settings Agent: Manage user preferences and settings
• 🔄 Smart Agent Switching: Seamless handoff between specialized agents
• 🚀 Fast In-Memory Search: Optimized vector similarity search without external databases

🔧 Configuration

Set your OpenAI API key in the Space settings:

OPENAI_API_KEY=your-api-key-here

💬 Usage Examples

Simply start chatting! The Document Reader agent handles documentation queries by default, and will automatically transfer you to the appropriate agent when needed.

Example Queries:

• "How do I install Harmony 1.8?"
• "Show me webhook documentation for Chorus"
• "Set my profile name to Alice"
• "What are the system requirements for Harmony?"

🏗️ Architecture

This system uses:

• LangChain for agent orchestration
• OpenAI embeddings and LLMs
• In-memory vector search for fast document retrieval
• Gradio for the web interface

📊 Available Documentation

• Harmony: Versions 1.2, 1.5, 1.6, 1.8
• Chorus: Version 1.1

The system searches through pre-embedded technical documentation to provide accurate, version-specific answers.

🤝 Contributing

This is an open-source project. Feel free to contribute or report issues on our GitHub repository.