๐Ÿ† Advanced GAIA Agent - High-Performance Evaluation System

๐Ÿš€ 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

๐Ÿ“‹ 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

๐ŸŽฏ 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

๐Ÿ“ Detailed Question Results

๐Ÿ“ Detailed Question Results

๐Ÿ”ง 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

๐Ÿ“š Resources