# Tech Context

## Technologien
- **Container Runtime**: Podman (rootless)
- **Orchestrierung**: Podman Compose
- **LLM Backend**: Ollama (Qwen2.5-Coder:7b, bge-large:1.5)
- **Agent**: OpenClaw (Python/FastAPI)
- **Tool-Router**: Python 3.11 + FastAPI + httpx + pydantic
- **Search**: SearXNG
- **Proxy**: Squid

## Build-Befehle
```bash
# Stack starten (AMD-GPU)
podman compose -f compose.amd.yaml up -d

# Images bauen
./ghostnet.sh build

# Tool-Router separat bauen
podman build -t tool-router tools/router/

# Logs
podman compose -f compose.amd.yaml logs -f tool-router
```

## Ports
- Ollama: 11434
- OpenClaw: 18789
- Tool-Router: 8090
- SearXNG: 8888

## Abhängigkeiten
- Python: fastapi, uvicorn, httpx, pydantic, mcp, pydantic-settings
- Host: podman, podman-compose