# Production deployment This bundle builds the Go services and both Art Design Pro applications from source. PostgreSQL (with pgvector), two Redis roles, MinIO (object storage, M8) and a local Ollama container (vectorization, M8) are included; ClickHouse is not required. Neither MinIO nor Ollama is a startup dependency: the gateway warns and refuses file uploads until the bucket is reachable, and knowledge-base documents are still stored (with embedding set to NULL) when Ollama is down, with retrieval falling back to full-text search. ## Prerequisites - Docker Engine with Compose v2 - At least 4 CPU cores, 8 GiB RAM and 30 GiB free disk for an initial build - An external TLS reverse proxy or load balancer - A backup destination for the PostgreSQL volume ## First deployment Run all commands from the repository root: ```bash cp deploy/production.env.example deploy/production.env chmod 600 deploy/production.env # Edit deploy/production.env and replace every CHANGE_ME value. docker compose \ --env-file deploy/production.env \ -f deploy/docker-compose.production.yml \ config --quiet docker compose \ --env-file deploy/production.env \ -f deploy/docker-compose.production.yml \ up -d --build ``` Create the initial administrator once: ```bash docker compose \ --env-file deploy/production.env \ -f deploy/docker-compose.production.yml \ --profile tools run --rm bootstrap-admin ``` Then remove `BOOTSTRAP_ADMIN_PASSWORD` from `deploy/production.env` and use the admin UI to create database-backed gateway API keys. ## Endpoints - API and OpenAI-compatible gateway: `127.0.0.1:8080` - Admin UI: `http://127.0.0.1:8081/admin/` - Portal UI: `http://127.0.0.1:8082/portal/` - Liveness/readiness: `/healthz` and `/readyz` Ports bind to loopback by default. Terminate TLS at a reverse proxy and forward to these endpoints. Change `*_BIND_IP` only when the host firewall and network policy are already in place. ## Operations Check status and logs: ```bash docker compose --env-file deploy/production.env -f deploy/docker-compose.production.yml ps docker compose --env-file deploy/production.env -f deploy/docker-compose.production.yml logs --tail=200 gateway-api curl --fail http://127.0.0.1:8080/readyz ``` For upgrades, back up PostgreSQL first, change `GATEWAY_VERSION`, then run the same `up -d --build` command. The one-shot migrator applies forward migrations before the API starts. Do not use `docker compose down -v` in production because it removes persistent data. The bundled database URLs use `sslmode=disable` only for the private Compose network. When using an external PostgreSQL or Redis service, require TLS and use `sslmode=verify-full` / `rediss://` as supported by that service. ### Vectorization and object storage - The PostgreSQL image is `pgvector/pgvector:pg17` (data-volume compatible with `postgres:17-alpine`); migration `000024` creates the `vector` extension and adds the HNSW embedding column. `EMBEDDING_DIM` must stay at `1024` to match the `vector(1024)` column. - Ollama runs locally and lazily pulls `bge-m3` (~1.2 GiB) on first embedding request. Set `EMBEDDINGS_ENABLED=false` to disable vectorization entirely. - Back up the `minio-data` and `ollama-models` volumes alongside PostgreSQL. - If you previously deployed with `postgres:17-alpine`, back up the PostgreSQL volume before switching images.