GAIA: Local AI Agents for AMD Ryzen AI

GAIA is AMD's open-source agent factory. It uses coding-agent skills, evals and an auto-fix loop to improve and build agent harnesses that run locally by default on AMD Ryzen AI hardware. Local inference keeps your data private, avoids cloud usage fees, and supports air-gapped deployment with hardware-accelerated performance.

Anyone can build an agent harness with GAIA. The GAIA agent is the one we built to show what it can do: conversation, documents, data, web, memory and skills in one agent.

The terminal UI also supports optional Fireworks AI and AMD LLM Gateway chat through Lemonade. Use /provider to connect and choose a model; cloud chat sends conversation history to the selected provider. See AI provider setup.

Get Started →

Download

One download for users: on Windows, one installer offers the desktop app, the terminal, or both. See Install GAIA for every platform, and its For developers section for script, pip/uv and source installs.

Note (Email agent): the Email agent installs with gaia hub install email, which fetches a binary sidecar into your GAIA agents directory — no PyPI wheel and no Node.js toolchain required. An npm client is also published for embedding the agent in a JS/TS app.

Why GAIA?

Build with GAIA

The SDK is the base layer under the GAIA agent. A minimal harness is a class with a prompt and tools:

from gaia.agents.base.agent import Agent
from gaia.agents.base.tools import tool

class MyAgent(Agent):
    """A simple agent with custom tools."""

    def _get_system_prompt(self) -> str:
        return "You are a helpful assistant."

    def _register_tools(self):
        @tool
        def get_weather(city: str) -> dict:
            """Get weather for a city."""
            return {"city": city, "temperature": 72, "conditions": "Sunny"}

agent = MyAgent()
result = agent.process_query("What's the weather in Austin?")
print(result)

See the full quickstart guide →

Key Capabilities

• Agent Factory — Skills, an eval benchmark, and gaia eval agent --fix, which patches failing scenarios and re-runs them (guide)
• Agent SDK — Base class with tool orchestration, state management, and error recovery
• Agent UI — Privacy-first desktop app with chat, file browser, document indexing, and tool execution
• RAG System — Document indexing and semantic search for Q&A over 50+ file formats
• Voice Integration — Whisper ASR + Kokoro TTS for speech interaction (P0 enabling technology)
• Vision Models — Extract text from images with Qwen3-VL-4B
• MCP Integration — Connect to any MCP server for external tool access
• Skills — Extend the GAIA agent with a SKILL.md, no code required (guide)

C++ Framework

A C++17 port of the GAIA base agent framework is available under cpp/. It implements the same agent loop, tool registry, and MCP client interface without any Python dependency — suitable for embedding in native applications or resource-constrained environments.

#include 

class MyAgent : public gaia::Agent {
protected:
    std::string getSystemPrompt() const override {
        return "You are a helpful assistant.";
    }
};

C++ build and usage instructions →

Quick Install

pip install amd-gaia

For complete setup instructions including Lemonade Server, see the Quickstart Guide.

System Requirements

Documentation

• Quickstart — Install GAIA and build a first harness in 10 minutes
• SDK Reference — Complete API documentation
• Guides — Chat, Voice, RAG, and more
• FAQ — Frequently asked questions

Releases

See the full Release Notes on the documentation site, or browse GitHub Releases.

Release Process

To publish a new release (e.g. v0.17.0), create a release PR that updates these 3 files:

Then merge and tag:

git tag v0.17.0 && git push origin v0.17.0

CI validates all three files are consistent with the tag before publishing to GitHub Releases and PyPI.

Contributing

We welcome contributions! See our Contributing Guide for details.

• Build agents in your own repository using GAIA as a dependency
• Improve the framework — check GitHub Issues for open tasks
• Add documentation — examples, tutorials, and guides

Contact

• Email: [email protected]
• Discord: Join our community
• Issues: GitHub Issues

License

MIT License

Copyright(C) 2024-2026 Advanced Micro Devices, Inc. All rights reserved. SPDX-License-Identifier: MIT