title	AgenticRAG
emoji	🌖
colorFrom	pink
colorTo	pink
sdk	gradio
sdk_version	5.29.1
app_file	app.py
pinned	false
license	apache-2.0

Agentic RAG System

A multi-tool AI agent for question answering with Wikipedia integration, web search, and document processing capabilities.

Features

• Wikipedia Integration: Prioritizes Wikipedia for factual queries
• Web Search: DuckDuckGo search fallback
• Document Processing: PDF parsing and website content extraction
• Hugging Face Hub: Model statistics and information
• Weather Tool: Dummy weather data for testing
• Image Generation: FLUX.1 model integration

Setup

1. Install dependencies:

   pip install -r requirements.txt

2. Set environment variables:

   export HF_TOKEN="your_hugging_face_token"
   export SPACE_ID="your_space_id"  # Optional for HF Spaces

3. Run the application:

   python app.py

Usage

• Access the Gradio interface at the provided URL
• Login with your Hugging Face account
• Click "Run Evaluation & Submit All Answers" to process questions

Configuration

• Agent configuration: code_agent.yaml
• Question filtering: selected_qa_pairs.json
• Tools can be modified in tools.py

Architecture

• Agent: Qwen/Qwen3-Coder-480B-A35B-Instruct model
• Tools: Wikipedia (preferred), web search, PDF parser, website visitor
• Interface: Gradio web UI with HF OAuth integration