OpenClaw + Ollama + 火山引擎：本地化 AI Agent 完整部署攻略

docker network create my-network

docker run -d --name my-postgres `
  --network my-network `
  -e POSTGRES_PASSWORD=你的密码 `
  -e POSTGRES_USER=postgres `
  -e POSTGRES_DB=mydb `
  -p 5432:5432 `
  -v postgres_data:/var/lib/postgresql/data `
  postgres:latest

docker run -d --name my-redis `
  --network my-network `
  -p 6379:6379 `
  -v redis_data:/data `
  redis:latest

docker run -d --name ollama `
  --network my-network `
  --gpus all `
  -p 11434:11434 `
  -v ollama_data:/root/.ollama `
  ollama/ollama:latest

docker exec ollama ollama pull deepseek-r1:1.5b
docker exec ollama ollama pull deepseek-r1:7b

New-Item -ItemType Directory -Force -Path "E:\Docker\openclaw-data" | Out-Null

{
  "gateway": {
    "mode": "local",
    "port": 18789,
    "bind": "lan",
    "auth": {
      "mode": "token",
      "token": "定义的token用于后续webui访问"
    },
    "controlUi": {
      "allowedOrigins": ["http://localhost:18789", "http://127.0.0.1:18789"]
    }
  },
  "models": {
    "providers": {
      "ollama": {
        "baseUrl": "http://ollama:11434",
        "apiKey": "ollama",
        "api": "ollama",
        "models": [
          {
            "id": "deepseek-r1:1.5b",
            "name": "DeepSeek R1 1.5B",
            "contextWindow": 4096,
            "maxTokens": 4096,
            "reasoning": false
          },
          {
            "id": "deepseek-r1:7b",
            "name": "DeepSeek R1 7B",
            "contextWindow": 131072,
            "maxTokens": 8192,
            "reasoning": false
          }
        ]
      },
      "volcano": {
        "baseUrl": "https://ark.cn-beijing.volces.com/api/v3",
        "apiKey": "你的火山引擎API Key",
        "api": "openai-completions",
        "models": [
          {
            "id": "ep-你的接入点ID",
            "name": "豆包 Mini",
            "contextWindow": 128000,
            "maxTokens": 8192,
            "reasoning": false
          }
        ]
      }
    }
  },
  "agents": {
    "defaults": {
      "model": "ollama/deepseek-r1:1.5b"
    }
  }
}

docker run -d --name openclaw `
  --network my-network `
  -v E:\Docker\openclaw-data:/home/node/.openclaw `
  -v /var/run/docker.sock:/var/run/docker.sock `
  -p 18789:18789 `
  ghcr.io/openclaw/openclaw:latest

# 查看容器状态
docker ps
# 查看 OpenClaw 日志
docker logs openclaw --tail 30
# 健康检查
curl http://localhost:18789/health

# 启动所有服务
docker start my-postgres my-redis ollama openclaw
# 停止所有服务
docker stop my-postgres my-redis ollama openclaw
# 重启 OpenClaw
docker restart openclaw
# 查看实时日志
docker logs openclaw -f
# 进入 TUI 终端界面
docker exec -it openclaw openclaw tui
# 清理未使用的 Docker 资源
docker system prune -a

docker logs <容器名> --tail 50

docker exec -it openclaw bash

netstat -ano | findstr :18789

docker exec ollama ollama run deepseek-r1:1.5b "你好"

$headers = @{
    "Content-Type" = "application/json"
    "Authorization" = "Bearer 你的API Key"
}
$body = '{"model":"你的模型ID","messages":[{"role":"user","content":"你好"}]}'
Invoke-RestMethod -Uri "https://ark.cn-beijing.volces.com/api/v3/chat/completions" -Method Post -Headers $headers -Body $body

# 停止并删除所有容器
docker stop my-postgres my-redis ollama openclaw
docker rm my-postgres my-redis ollama openclaw
# 删除数据卷
docker volume rm postgres_data redis_data ollama_data
# 删除配置目录
Remove-Item -Path "E:\Docker\openclaw-data" -Recurse -Force
# 删除网络
docker network rm my-network

E:\Docker\
├── openclaw-data\
│   ├── openclaw.json      # 配置文件
│   └── workspace\         # Agent 工作区
├── postgres_data\         # PostgreSQL 数据
├── redis_data\            # Redis 数据
└── ollama_data\           # Ollama 模型数据