๐ Advanced GAIA Agent - High-Performance Evaluation System
๐ 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
๐ Instructions
- Clone this space and customize the agent logic as needed
- Login with your Hugging Face account below
- Run Evaluation to test the agent on all GAIA questions
๐ฏ 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
๐ Detailed Question Results
๐ง 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