GAIA General Agent (Python)

This repository provides a Python-based general agent scaffold oriented toward GAIA-style tasks. It includes modular planning, memory, and tool execution layers so you can expand toward a competition-grade system.

Features

• Modular Planner for coarse task decomposition.
• Tool registry with pluggable tools.
• OpenAI-compatible chat client with tool schemas.
• CLI runner for quick experiments.

Quickstart

python -m gaia_agent.runner "Find the GDP of Japan in 2023."

Set OPENAI_API_KEY to enable the default OpenAI API.

Extending

• Add new tools in gaia_agent/tools.py.
• Upgrade the planner with retrieval, decomposition, or specialized solvers.
• Implement memory summarization to stay within context limits.

Notes for GAIA leaderboard

To compete at the top, you'll likely need:

• A stronger planner with dynamic tool selection.
• Reliable web browsing and citation capture.
• Long-context memory and self-critique loops.
• Safety and verification layers for numeric reasoning.