haylanandClaude-Bot
0aefb36a48
Adds litellm + litellm-db to docker-compose.yml, litellm-config.yaml with custom shadow-cost pricing (Claude Sonnet 5 reference, per #11) and a priority-scheduling stub (per #16, needs real-hardware smoke test), and required LITELLM_MASTER_KEY/SALT_KEY/DB_PASSWORD env vars. Untested on real hardware — that's #17. Open WebUI/coding CLIs still talk to llama.cpp directly, migration is #15. Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
33 lines
2.6 KiB
Markdown
33 lines
2.6 KiB
Markdown
# LLM-Server
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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.
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See the wayfinder map ([issue #1](https://git.arthurerlich.de/haylan/LLM-Server/issues/1)) for the full architecture rationale and open questions.
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## Quickstart
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```bash
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cp .env.example .env # adjust if needed
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./scripts/download-model.sh
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docker compose up -d
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```
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- Open WebUI: `http://<this-machine>:3000` locally, or `ai.home` / `ai.haylan.ch` once routed through Nginx Proxy Manager — see [`docs/network-access.md`](docs/network-access.md). First signup becomes the admin account (`WEBUI_AUTH` is on).
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- llama.cpp OpenAI-compatible API: `http://<this-machine>:8080/v1` — **LAN-only, not proxied**, see `docs/network-access.md`.
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- llama.cpp Anthropic Messages API (for Claude Code CLI): `http://<this-machine>:8080/v1/messages` — same LAN-only scope.
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Pointing Claude Code CLI, Kimi CLI, or OpenCode CLI at the local endpoint: see [`docs/coding-cli-setup.md`](docs/coding-cli-setup.md).
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**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`.
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## AI proxy (LiteLLM)
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An [AI gateway/proxy](https://git.arthurerlich.de/haylan/LLM-Server/issues/9) fronts llama.cpp: per-workload virtual keys, usage tracking, and a shadow cost estimate ("what this would have cost on Claude Sonnet 5"). Before `docker compose up -d`, set `LITELLM_MASTER_KEY` and `LITELLM_SALT_KEY` in `.env` (see `.env.example`).
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- Proxy API: `http://<this-machine>:4000/v1` locally, or `proxy.ai.home` / `proxy.ai.haylan.ch` once routed through NPM — see [`docs/network-access.md`](docs/network-access.md).
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- Admin UI (`/ui`, key/budget management): LAN-only — see `docs/network-access.md`.
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- Issuing a key for a new workload: [`docs/proxy-key-onboarding.md`](docs/proxy-key-onboarding.md).
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- Request priority across workloads: [`docs/proxy-request-priority.md`](docs/proxy-request-priority.md).
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**Not yet done**: Open WebUI and the coding CLIs still talk to llama.cpp directly, not through this proxy — that migration is [issue #15](https://git.arthurerlich.de/haylan/LLM-Server/issues/15). **Not yet verified**: this config hasn't been smoke-tested on real hardware (LiteLLM's priority scheduler in particular is beta — see `docs/proxy-request-priority.md`) — see [issue #17](https://git.arthurerlich.de/haylan/LLM-Server/issues/17).
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