🏆 Advanced GAIA Agent - High-Performance Evaluation System

🚀 Features

  • Multi-modal Understanding: Image analysis and text processing
  • Web Browsing: Real-time information retrieval
  • Mathematical Computation: Advanced calculation capabilities
  • File Processing: CSV, JSON, and document handling
  • Step-by-step Reasoning: Comprehensive problem-solving approach

📋 Instructions

  1. Clone this space and customize the agent logic as needed
  2. Login with your Hugging Face account below
  3. Run Evaluation to test the agent on all GAIA questions

🎯 Target Performance

  • Level 1: 80%+ accuracy (basic questions, <5 steps)
  • Level 2: 60%+ accuracy (moderate complexity, 5-10 steps)
  • Level 3: 40%+ accuracy (complex questions, 10+ steps)
  • Overall Goal: 30%+ for course certification

📝 Detailed Question Results

📝 Detailed Question Results

🔧 Customization Tips

  • Tool Integration: Add APIs for search, vision, or specialized tools
  • Prompt Engineering: Enhance reasoning prompts for better accuracy
  • Error Handling: Improve robustness for edge cases
  • Performance Optimization: Cache results and optimize API calls

📚 Resources