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deepseek DeepSeek

DeepSeek is a self-hosted AI. This instance actually uses Open WebUI installed with Ollama that pulls the DeepSeek model.

🛠 Installation

Default Port: 8080

homelab/docker/deepseek

task up

docker compose up

⚙ Config

If you'd like Open AI, create an account and create an API key.

homelab/docker/deepseek/.env

CONTAINER_NAME=deepseek
OPENAI_API_KEY=
homelab/docker/deepseek/compose.yaml 
---
services:
  open-webui:
    image: ghcr.io/open-webui/open-webui:git-b03fc97-ollama
    container_name: ${CONTAINER_NAME}
    network_mode: host
    restart: always
    env_file:
      - .env
    environment:
      OLLAMA_BASE_URL: http://127.0.0.1:11434
      OPENAI_API_KEY: ${OPENAI_API_KEY}
    volumes:
      - ollama:/root/.ollama
      - open-webui:/app/backend/data

volumes:
  ollama:
  open-webui:

Once Open WebUI is up and running, run the following command to pull the DeepSeek model.

task deepseek

docker exec -it deepseek bash -c "ollama pull deepseek-r1:1.5b"

Tip

The above command pulls the 1.5b tag. Other tags may be used.

The model may be installed via the web UI, but is a bit more involved and beyond the scope of this page.

Traefik

homelab/pve/traefik/conf.d/deepseek.yaml 
---
http:
 #region routers 
  routers:
    deepseek:
      entryPoints:
        - "websecure"
      rule: "Host(`deepseek.l.nicholaswilde.io`)"
      middlewares:
        - default-headers@file
        - https-redirectscheme@file
      tls: {}
      service: deepseek
#endregion
#region services
  services:
    deepseek:
      loadBalancer:
        servers:
          - url: "http://192.168.2.94:8080"
        passHostHeader: true
#endregion

Task List

task: Available tasks for this project:
* decrypt:        Decrypt .env using SOPS
* deepseek:       Pull deepseek
* encrypt:        Encrypt .env using SOPS
* export:         Export the task list
* init:           Init .env
* prune:          Prune Docker items
* pull:           Pull docker images
* restart:        Restart Docker containers
* status:         Status
* stop:           Stop registry container
* up:             Tun Docker compose in the foreground.
* up-d:           Run Docker compose in the background.
* update:         Update running containers
* upgrade:        upgrade

🔗 References