base on Build AI agents for your PC # <img src="https://raw.githubusercontent.com/amd/gaia/main/src/gaia/img/gaia.ico" alt="GAIA Logo" width="64" height="64" style="vertical-align: middle;"> GAIA: AI Agent Framework for AMD Ryzen AI
[](https://github.com/amd/gaia/tree/main/tests "Check out our build")
[](https://github.com/amd/gaia/tree/main/tests "Check out our cli tests")
[](https://github.com/amd/gaia/releases/latest "Download the latest release")
[](https://pypi.org/project/amd-gaia/)
[](https://github.com/amd/gaia/releases)
[](https://amd-gaia.ai/quickstart "Windows installation")
[](https://amd-gaia.ai/quickstart "Linux installation")
[](https://www.python.org/)
[](https://opensource.org/licenses/MIT)
[](https://discord.com/channels/1392562559122407535/1402013282495102997)
**GAIA** is AMD's open-source framework for building intelligent AI agents that run **100% locally** on AMD Ryzen AI hardware. Keep your data private, eliminate cloud costs, and deploy in air-gapped environments—all with hardware-accelerated performance.
<p align="center">
<a href="https://amd-gaia.ai/quickstart"><strong>Get Started →</strong></a>
</p>
---
## Why GAIA?
| Feature | Description |
|---------|-------------|
| **100% Local** | All data stays on your machine—perfect for sensitive workloads and air-gapped deployments |
| **Zero Cloud Costs** | No API fees, no usage limits, no subscriptions—unlimited AI at no extra cost |
| **Privacy-First** | HIPAA-compliant, GDPR-friendly—ideal for healthcare, finance, and enterprise |
| **Ryzen AI Optimized** | Hardware-accelerated inference using NPU + iGPU on AMD Ryzen AI processors |
---
## Build Your First Agent
```python
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 →](https://amd-gaia.ai/quickstart)**
---
## Key Capabilities
- **Agent Framework** — Base class with tool orchestration, state management, and error recovery
- **RAG System** — Document indexing and semantic search for Q&A
- **Voice Integration** — Whisper ASR + Kokoro TTS for speech interaction
- **Vision Models** — Extract text from images with Qwen2.5-VL
- **Plugin System** — Distribute agents via PyPI with auto-discovery
- **Web UI Packaging** — Generate modern interfaces for your agents
---
## Quick Install
```bash
pip install amd-gaia
```
For complete setup instructions including Lemonade Server, see the **[Quickstart Guide](https://amd-gaia.ai/quickstart)**.
---
## System Requirements
| Requirement | Minimum | Recommended |
|-------------|---------|-------------|
| **Processor** | AMD Ryzen AI 300-series | AMD Ryzen AI Max+ 395 |
| **OS** | Windows 11, Linux | - |
| **RAM** | 16GB | 64GB |
---
## Documentation
- **[Quickstart](https://amd-gaia.ai/quickstart)** — Build your first agent in 10 minutes
- **[SDK Reference](https://amd-gaia.ai/sdk)** — Complete API documentation
- **[Guides](https://amd-gaia.ai/guides/chat)** — Chat, Voice, RAG, and more
- **[FAQ](https://amd-gaia.ai/reference/faq)** — Frequently asked questions
---
## Contributing
We welcome contributions! See our [Contributing Guide](CONTRIBUTING.md) for details.
- **Build agents** in your own repository using GAIA as a dependency
- **Improve the framework** — check [GitHub Issues](https://github.com/amd/gaia/issues) for open tasks
- **Add documentation** — examples, tutorials, and guides
---
## Contact
- **Email**: [
[email protected]](mailto:
[email protected])
- **Discord**: [Join our community](https://discord.com/channels/1392562559122407535/1402013282495102997)
- **Issues**: [GitHub Issues](https://github.com/amd/gaia/issues)
---
## License
[MIT License](./LICENSE.md)
Copyright(C) 2024-2025 Advanced Micro Devices, Inc. All rights reserved.
SPDX-License-Identifier: MIT
", Assign "at most 3 tags" to the expected json: {"id":"13235","tags":[]} "only from the tags list I provide: [{"id":77,"name":"3d"},{"id":89,"name":"agent"},{"id":17,"name":"ai"},{"id":54,"name":"algorithm"},{"id":24,"name":"api"},{"id":44,"name":"authentication"},{"id":3,"name":"aws"},{"id":27,"name":"backend"},{"id":60,"name":"benchmark"},{"id":72,"name":"best-practices"},{"id":39,"name":"bitcoin"},{"id":37,"name":"blockchain"},{"id":1,"name":"blog"},{"id":45,"name":"bundler"},{"id":58,"name":"cache"},{"id":21,"name":"chat"},{"id":49,"name":"cicd"},{"id":4,"name":"cli"},{"id":64,"name":"cloud-native"},{"id":48,"name":"cms"},{"id":61,"name":"compiler"},{"id":68,"name":"containerization"},{"id":92,"name":"crm"},{"id":34,"name":"data"},{"id":47,"name":"database"},{"id":8,"name":"declarative-gui "},{"id":9,"name":"deploy-tool"},{"id":53,"name":"desktop-app"},{"id":6,"name":"dev-exp-lib"},{"id":59,"name":"dev-tool"},{"id":13,"name":"ecommerce"},{"id":26,"name":"editor"},{"id":66,"name":"emulator"},{"id":62,"name":"filesystem"},{"id":80,"name":"finance"},{"id":15,"name":"firmware"},{"id":73,"name":"for-fun"},{"id":2,"name":"framework"},{"id":11,"name":"frontend"},{"id":22,"name":"game"},{"id":81,"name":"game-engine "},{"id":23,"name":"graphql"},{"id":84,"name":"gui"},{"id":91,"name":"http"},{"id":5,"name":"http-client"},{"id":51,"name":"iac"},{"id":30,"name":"ide"},{"id":78,"name":"iot"},{"id":40,"name":"json"},{"id":83,"name":"julian"},{"id":38,"name":"k8s"},{"id":31,"name":"language"},{"id":10,"name":"learning-resource"},{"id":33,"name":"lib"},{"id":41,"name":"linter"},{"id":28,"name":"lms"},{"id":16,"name":"logging"},{"id":76,"name":"low-code"},{"id":90,"name":"message-queue"},{"id":42,"name":"mobile-app"},{"id":18,"name":"monitoring"},{"id":36,"name":"networking"},{"id":7,"name":"node-version"},{"id":55,"name":"nosql"},{"id":57,"name":"observability"},{"id":46,"name":"orm"},{"id":52,"name":"os"},{"id":14,"name":"parser"},{"id":74,"name":"react"},{"id":82,"name":"real-time"},{"id":56,"name":"robot"},{"id":65,"name":"runtime"},{"id":32,"name":"sdk"},{"id":71,"name":"search"},{"id":63,"name":"secrets"},{"id":25,"name":"security"},{"id":85,"name":"server"},{"id":86,"name":"serverless"},{"id":70,"name":"storage"},{"id":75,"name":"system-design"},{"id":79,"name":"terminal"},{"id":29,"name":"testing"},{"id":12,"name":"ui"},{"id":50,"name":"ux"},{"id":88,"name":"video"},{"id":20,"name":"web-app"},{"id":35,"name":"web-server"},{"id":43,"name":"webassembly"},{"id":69,"name":"workflow"},{"id":87,"name":"yaml"}]" returns me the "expected json"