# LLM-Server

Local AI inference stack: llama.cpp (ROCm) serving Qwen3.8-27B on an AMD Radeon AI PRO R9700, fronted by Open WebUI (RAG + Memory via Qdrant), with Lazytainer auto-suspending the inference container when idle.

See the wayfinder map ([issue #1](https://git.arthurerlich.de/haylan/LLM-Server/issues/1)) for the full architecture rationale and open questions.

## Quickstart

```bash
cp .env.example .env      # adjust if needed
./scripts/download-model.sh
docker compose up -d
```

- Open WebUI: http://localhost:3000 (first signup becomes the admin account — `WEBUI_AUTH` is on)
- llama.cpp OpenAI-compatible API: http://localhost:8080/v1
- llama.cpp Anthropic Messages API (for Claude Code CLI): http://localhost:8080/v1/messages

Pointing Claude Code CLI or Kimi CLI at the local endpoint is documented separately — see [issue #6](https://git.arthurerlich.de/haylan/LLM-Server/issues/6) once resolved.

**Known risk**: Qwen3.8-27B's tool-calling reliability against llama.cpp's Anthropic shim is not yet verified (open upstream parser bugs against its model lineage) — see `docs/research/qwen3.8-27b-tool-calling.md`.