Sebastian Krüger
5f8c843b22
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106 lines
4.2 KiB
Markdown
106 lines
4.2 KiB
Markdown
# CLAUDE.md
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This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.
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## Overview
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RunPod AI Orchestrator - A Docker-based deployment template for GPU instances on RunPod. Orchestrates AI services (ComfyUI, vLLM, AudioCraft) using Supervisor for process management, with optional Tailscale VPN integration.
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## Architecture
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### Service Orchestration
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- **Supervisor** manages all services via `supervisord.conf`
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- Services run in isolated Python venvs under `services/<name>/venv/`
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- Logs written to `.logs/` directory
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- Each service has its own requirements.txt
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### Services (managed by Supervisor)
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| Service | Port | Description | Auto-start |
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|---------|------|-------------|------------|
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| ComfyUI | 8188 | Node-based image/video/audio generation | Yes |
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| WebDAV Sync | - | Uploads ComfyUI outputs to HiDrive | Yes |
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| AudioCraft | - | Music generation | Yes |
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| vLLM Llama | 8001 | Llama 3.1 8B language model | No |
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| vLLM BGE | 8002 | BGE embedding model | No |
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### Model Management
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- Models defined in YAML configs: `models/models_civitai.yaml`, `models/models_huggingface.yaml`
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- Downloaded to `.cache/` and symlinked to `services/comfyui/models/`
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- Uses external scripts: `artifact_civitai_download.sh`, `artifact_huggingface_download.sh`
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### Repository Management (Arty)
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- `arty.yml` defines git repos to clone (ComfyUI + custom nodes)
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- Repos cloned to `services/comfyui/` and `services/comfyui/custom_nodes/`
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- Run `arty sync` to clone/update all dependencies
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## Common Commands
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### Full Setup (on RunPod)
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```bash
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arty setup # Complete setup: deps, tailscale, services, comfyui, models, supervisor
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```
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### Supervisor Control
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```bash
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arty supervisor/start # Start supervisord
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arty supervisor/stop # Stop all services
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arty supervisor/status # Check service status
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arty supervisor/restart # Restart all services
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supervisorctl -c supervisord.conf status # Direct status check
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supervisorctl -c supervisord.conf start comfyui # Start specific service
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supervisorctl -c supervisord.conf tail -f comfyui # Follow logs
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```
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### Model Management
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```bash
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arty models/download # Download models from Civitai/HuggingFace
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arty models/link # Symlink cached models to ComfyUI
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```
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### Setup Components
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```bash
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arty deps # Clone git references
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arty setup/tailscale # Configure Tailscale VPN
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arty setup/services # Create venvs for all services
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arty setup/comfyui # Install ComfyUI and custom node dependencies
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```
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### Docker Build (CI runs on Gitea)
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```bash
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docker build -t runpod-ai-orchestrator .
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```
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## Environment Variables
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Required in `.env` (or RunPod template):
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- `HF_TOKEN` - HuggingFace API token
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- `TAILSCALE_AUTHKEY` - Tailscale auth key (optional)
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- `CIVITAI_API_KEY` - Civitai API key for model downloads
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- `WEBDAV_URL`, `WEBDAV_USERNAME`, `WEBDAV_PASSWORD`, `WEBDAV_REMOTE_PATH` - WebDAV sync config
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- `PUBLIC_KEY` - SSH public key for RunPod access
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## File Structure
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```
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├── Dockerfile # Minimal base image (PyTorch + CUDA)
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├── start.sh # Container entrypoint
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├── supervisord.conf # Process manager config
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├── arty.yml # Git repos + setup scripts
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├── models/
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│ ├── models_civitai.yaml # Civitai model definitions
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│ └── models_huggingface.yaml # HuggingFace model definitions
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├── services/
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│ ├── comfyui/ # ComfyUI + custom_nodes (cloned by arty)
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│ ├── audiocraft/ # AudioCraft Studio (cloned by arty)
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│ ├── vllm/ # vLLM configs
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│ └── webdav-sync/ # Output sync service
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└── .gitea/workflows/ # CI/CD for Docker builds
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```
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## Important Notes
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- **Network Volume**: On RunPod, `/workspace` is the persistent network volume. The orchestrator repo is cloned to `/workspace/orchestrator`.
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- **Service Ports**: ComfyUI (8188), Supervisor Web UI (9001), vLLM Llama (8001), vLLM BGE (8002)
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- **vLLM services** are disabled by default (autostart=false) to conserve GPU memory
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- **Custom nodes** have their dependencies installed into the ComfyUI venv during setup
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