hug_face_gaia_agent

LangChain ReACT Agent with Multi-Tool Support

Overview

This project implements a ReACT agent using LangChain framework, equipped with multiple tools for information retrieval, data analysis, and media processing. The agent combines Wikipedia searches, file analysis, and audio transcription capabilities to provide comprehensive information processing.

Features

• Wikipedia article search and summary retrieval
• Excel/CSV file analysis with statistical insights
• Audio transcription from files and URLs using Whisper
• ReACT-based reasoning for complex queries
• In-memory file processing for efficient operations

Project Structure

src/
├── tools/ (LLM Tools)
├── agents/ (ReACT agent)
└── utils/ (Utility functions)

Streamable-http MCP Client and MCP Server

1. Start MCP Server

   python src/setup_mcp_server.py
   

2. Start MCP Client

   python src/hugging_face_app_with_remote_mcp.py
   

   Source code: GAIA Agent