{
  "manifest_version": "1.0.0",
  "template": {
    "id": "1ba68b71-a255-40aa-9fa0-3f4327350181",
    "slug": "ragflow-with-infinity-working",
    "name": "Ragflow v0.26.4 (Last Version)",
    "description": "ragflow stack lowest consumption with Infinity, 100% work, RAGFlow rag",
    "url": "https://railway.com/deploy/ragflow-with-infinity-working",
    "upstream": {
      "image": "minio/minio"
    }
  },
  "services": [
    {
      "name": "minio",
      "source": {
        "image": "minio/minio"
      },
      "needs_volume": true,
      "volume_mount_path": "/data",
      "http": true
    },
    {
      "name": "MySQL",
      "source": {
        "image": "mysql:9.4"
      },
      "needs_volume": true,
      "volume_mount_path": "/var/lib/mysql",
      "tcp_ports": [
        3306
      ],
      "http": false
    },
    {
      "name": "Redis",
      "source": {
        "image": "redis:8.2.1"
      },
      "needs_volume": true,
      "volume_mount_path": "/data",
      "tcp_ports": [
        6379
      ],
      "http": false
    },
    {
      "name": "ragflow",
      "source": {
        "repo": "https://github.com/XavTo/Ragflow"
      },
      "needs_volume": true,
      "volume_mount_path": "/ragflow/logs",
      "http": true
    },
    {
      "name": "infinity",
      "source": {
        "image": "infiniflow/infinity:v0.7.0"
      },
      "needs_volume": true,
      "volume_mount_path": "/var/infinity",
      "http": false
    }
  ],
  "required_inputs": [
    {
      "key": "PORT",
      "service": "minio",
      "description": "MinIO API port",
      "secret": false,
      "strategy": "default",
      "default": "9000"
    },
    {
      "key": "MINIO_BUCKET",
      "service": "minio",
      "description": "Default bucket name",
      "secret": false,
      "strategy": "default",
      "default": "ragflow"
    },
    {
      "key": "MINIO_ROOT_USER",
      "service": "minio",
      "description": "MinIO root user",
      "secret": false,
      "strategy": "default",
      "default": "rag_flow"
    },
    {
      "key": "MINIO_ROOT_PASSWORD",
      "service": "minio",
      "description": "MinIO root password",
      "secret": true,
      "strategy": "generate",
      "generate": "strong_password"
    },
    {
      "key": "MYSQLHOST",
      "service": "MySQL",
      "description": "Internal MySQL host",
      "secret": false,
      "strategy": "railway_provided",
      "railway_source": "railway_private_domain"
    },
    {
      "key": "MYSQLPORT",
      "service": "MySQL",
      "description": "MySQL port",
      "secret": false,
      "strategy": "default",
      "default": "3306"
    },
    {
      "key": "MYSQLUSER",
      "service": "MySQL",
      "description": "MySQL user",
      "secret": false,
      "strategy": "default",
      "default": "root"
    },
    {
      "key": "MYSQL_URL",
      "service": "MySQL",
      "description": "Internal connection URL",
      "secret": false,
      "strategy": "railway_provided",
      "railway_source": "railway_private_domain"
    },
    {
      "key": "MYSQLDATABASE",
      "service": "MySQL",
      "description": "Database name",
      "secret": false,
      "strategy": "railway_provided",
      "railway_source": "reference_variable"
    },
    {
      "key": "MYSQLPASSWORD",
      "service": "MySQL",
      "description": "Database password",
      "secret": true,
      "strategy": "railway_provided",
      "railway_source": "reference_variable"
    },
    {
      "key": "MYSQL_DATABASE",
      "service": "MySQL",
      "description": "Default database",
      "secret": false,
      "strategy": "default",
      "default": "rag_flow"
    },
    {
      "key": "MYSQL_PUBLIC_URL",
      "service": "MySQL",
      "description": "Public connection URL",
      "secret": false,
      "strategy": "railway_provided",
      "railway_source": "reference_variable"
    },
    {
      "key": "MYSQL_ROOT_PASSWORD",
      "service": "MySQL",
      "description": "Root password",
      "secret": true,
      "strategy": "generate",
      "generate": "strong_password"
    },
    {
      "key": "REDISHOST",
      "service": "Redis",
      "description": "Internal Redis host",
      "secret": false,
      "strategy": "railway_provided",
      "railway_source": "railway_private_domain"
    },
    {
      "key": "REDISPORT",
      "service": "Redis",
      "description": "Redis port",
      "secret": false,
      "strategy": "default",
      "default": "6379"
    },
    {
      "key": "REDISUSER",
      "service": "Redis",
      "description": "Redis user",
      "secret": false,
      "strategy": "default",
      "default": "default"
    },
    {
      "key": "REDIS_URL",
      "service": "Redis",
      "description": "Internal connection URL",
      "secret": false,
      "strategy": "railway_provided",
      "railway_source": "reference_variable"
    },
    {
      "key": "REDISPASSWORD",
      "service": "Redis",
      "description": "Redis password",
      "secret": true,
      "strategy": "railway_provided",
      "railway_source": "reference_variable"
    },
    {
      "key": "REDIS_PASSWORD",
      "service": "Redis",
      "description": "Generated Redis password",
      "secret": true,
      "strategy": "generate",
      "generate": "strong_password"
    },
    {
      "key": "REDIS_PUBLIC_URL",
      "service": "Redis",
      "description": "Public connection URL",
      "secret": false,
      "strategy": "railway_provided",
      "railway_source": "reference_variable"
    },
    {
      "key": "TZ",
      "service": "ragflow",
      "description": "Timezone",
      "secret": false,
      "strategy": "default",
      "default": "UTC"
    },
    {
      "key": "DEVICE",
      "service": "ragflow",
      "description": "Compute device",
      "secret": false,
      "strategy": "default",
      "default": "cpu"
    },
    {
      "key": "DOC_ENGINE",
      "service": "ragflow",
      "description": "Document engine",
      "secret": false,
      "strategy": "default",
      "default": "infinity"
    },
    {
      "key": "MINIO_HOST",
      "service": "ragflow",
      "description": "MinIO host",
      "secret": false,
      "strategy": "railway_provided",
      "railway_source": "railway_private_domain"
    },
    {
      "key": "MINIO_PORT",
      "service": "ragflow",
      "description": "MinIO port",
      "secret": false,
      "strategy": "default",
      "default": "9000"
    },
    {
      "key": "MINIO_USER",
      "service": "ragflow",
      "description": "MinIO user",
      "secret": false,
      "strategy": "railway_provided",
      "railway_source": "reference_variable"
    },
    {
      "key": "MYSQL_HOST",
      "service": "ragflow",
      "description": "MySQL host",
      "secret": false,
      "strategy": "railway_provided",
      "railway_source": "reference_variable"
    },
    {
      "key": "MYSQL_PORT",
      "service": "ragflow",
      "description": "MySQL port",
      "secret": false,
      "strategy": "railway_provided",
      "railway_source": "reference_variable"
    },
    {
      "key": "MYSQL_USER",
      "service": "ragflow",
      "description": "MySQL user",
      "secret": false,
      "strategy": "railway_provided",
      "railway_source": "reference_variable"
    },
    {
      "key": "REDIS_HOST",
      "service": "ragflow",
      "description": "Redis host",
      "secret": false,
      "strategy": "railway_provided",
      "railway_source": "railway_private_domain"
    },
    {
      "key": "REDIS_PORT",
      "service": "ragflow",
      "description": "Redis port",
      "secret": false,
      "strategy": "railway_provided",
      "railway_source": "reference_variable"
    },
    {
      "key": "SECRET_KEY",
      "service": "ragflow",
      "description": "App secret key",
      "secret": true,
      "strategy": "generate",
      "generate": "random_base64_32"
    },
    {
      "key": "MINIO_BUCKET",
      "service": "ragflow",
      "description": "MinIO bucket",
      "secret": false,
      "strategy": "default",
      "default": "ragflow"
    },
    {
      "key": "MINIO_SECURE",
      "service": "ragflow",
      "description": "Disable HTTPS for MinIO",
      "secret": false,
      "strategy": "default",
      "default": "false"
    },
    {
      "key": "MYSQL_DBNAME",
      "service": "ragflow",
      "description": "MySQL database",
      "secret": false,
      "strategy": "railway_provided",
      "railway_source": "reference_variable"
    },
    {
      "key": "INFINITY_HOST",
      "service": "ragflow",
      "description": "Infinity host",
      "secret": false,
      "strategy": "railway_provided",
      "railway_source": "railway_private_domain"
    },
    {
      "key": "INFINITY_PORT",
      "service": "ragflow",
      "description": "Infinity port",
      "secret": false,
      "strategy": "railway_provided",
      "railway_source": "reference_variable"
    },
    {
      "key": "MINIO_PASSWORD",
      "service": "ragflow",
      "description": "MinIO password",
      "secret": true,
      "strategy": "railway_provided",
      "railway_source": "reference_variable"
    },
    {
      "key": "MYSQL_PASSWORD",
      "service": "ragflow",
      "description": "MySQL password",
      "secret": true,
      "strategy": "railway_provided",
      "railway_source": "reference_variable"
    },
    {
      "key": "REDIS_PASSWORD",
      "service": "ragflow",
      "description": "Redis password",
      "secret": true,
      "strategy": "railway_provided",
      "railway_source": "reference_variable"
    },
    {
      "key": "REDIS_USERNAME",
      "service": "ragflow",
      "description": "Redis user",
      "secret": false,
      "strategy": "railway_provided",
      "railway_source": "reference_variable"
    },
    {
      "key": "API_PROXY_SCHEME",
      "service": "ragflow",
      "description": "API proxy mode",
      "secret": false,
      "strategy": "default",
      "default": "python"
    },
    {
      "key": "REGISTER_ENABLED",
      "service": "ragflow",
      "description": "Set to 1 to enable registration, 0 to disable",
      "secret": false,
      "strategy": "default",
      "default": "1"
    },
    {
      "key": "INFINITY_PORT",
      "service": "infinity",
      "description": "Infinity API port",
      "secret": false,
      "strategy": "default",
      "default": "23817"
    },
    {
      "key": "INFINITY_CONSOLE_PORT",
      "service": "infinity",
      "description": "Infinity console port",
      "secret": false,
      "strategy": "default",
      "default": "23820"
    }
  ],
  "deploy": {
    "mcp": {
      "server": "railway",
      "tool": "deploy_template",
      "args": {
        "template_code": "ragflow-with-infinity-working"
      }
    },
    "cli": "railway deploy --template ragflow-with-infinity-working",
    "api": {
      "method": "POST",
      "path": "/graphql/v2",
      "body": {
        "query": "mutation templateDeploy($input: TemplateDeployV2Input!) { templateDeployV2(input: $input) { projectId workflowId } }",
        "variables": {
          "input": {
            "templateId": "1ba68b71-a255-40aa-9fa0-3f4327350181",
            "serializedConfig": {
              "buckets": {},
              "services": {
                "072f4170-6828-4257-b55d-ffbfc39e64a4": {
                  "icon": "https://res.cloudinary.com/h5kvzw/image/upload/v1706062979/MINIO_Bird_vbtpet.png",
                  "name": "minio",
                  "deploy": {
                    "startCommand": "sh -c \"minio server /data --console-address :9001 & sleep 5 && mc alias set local http://127.0.0.1:9000 $MINIO_ROOT_USER $MINIO_ROOT_PASSWORD && mc mb -p local/ragflow || true; wait\"",
                    "healthcheckPath": null,
                    "restartPolicyType": "ON_FAILURE",
                    "restartPolicyMaxRetries": 10
                  },
                  "source": {
                    "image": "minio/minio"
                  },
                  "variables": {
                    "PORT": {
                      "isOptional": false,
                      "description": "MinIO API port",
                      "defaultValue": "9000"
                    },
                    "MINIO_BUCKET": {
                      "isOptional": false,
                      "description": "Default bucket name",
                      "defaultValue": "ragflow"
                    },
                    "MINIO_ROOT_USER": {
                      "isOptional": false,
                      "description": "MinIO root user",
                      "defaultValue": "rag_flow"
                    },
                    "MINIO_ROOT_PASSWORD": {
                      "isOptional": false,
                      "description": "MinIO root password",
                      "defaultValue": "{{MINIO_ROOT_PASSWORD}}"
                    }
                  },
                  "networking": {
                    "serviceDomains": {
                      "<hasDomain>:9001": {
                        "port": 9001
                      }
                    }
                  },
                  "volumeMounts": {
                    "072f4170-6828-4257-b55d-ffbfc39e64a4": {
                      "mountPath": "/data"
                    }
                  }
                },
                "0c458ed2-fcf1-475e-9ed3-0ed0c9dd188e": {
                  "icon": "https://devicons.railway.app/i/mysql.svg",
                  "name": "MySQL",
                  "deploy": {
                    "startCommand": "docker-entrypoint.sh mysqld --innodb-use-native-aio=0 --disable-log-bin --performance_schema=0 --innodb-buffer-pool-size=1G",
                    "healthcheckPath": null,
                    "restartPolicyType": "ON_FAILURE",
                    "restartPolicyMaxRetries": 10
                  },
                  "source": {
                    "image": "mysql:9.4"
                  },
                  "variables": {
                    "MYSQLHOST": {
                      "isOptional": false,
                      "description": "Internal MySQL host",
                      "defaultValue": "${{RAILWAY_PRIVATE_DOMAIN}}"
                    },
                    "MYSQLPORT": {
                      "isOptional": false,
                      "description": "MySQL port",
                      "defaultValue": "3306"
                    },
                    "MYSQLUSER": {
                      "isOptional": false,
                      "description": "MySQL user",
                      "defaultValue": "root"
                    },
                    "MYSQL_URL": {
                      "isOptional": false,
                      "description": "Internal connection URL",
                      "defaultValue": "mysql://${{MYSQLUSER}}:${{MYSQL_ROOT_PASSWORD}}@${{RAILWAY_PRIVATE_DOMAIN}}:3306/${{MYSQL_DATABASE}}"
                    },
                    "MYSQLDATABASE": {
                      "isOptional": false,
                      "description": "Database name",
                      "defaultValue": "${{MYSQL_DATABASE}}"
                    },
                    "MYSQLPASSWORD": {
                      "isOptional": false,
                      "description": "Database password",
                      "defaultValue": "${{MYSQL_ROOT_PASSWORD}}"
                    },
                    "MYSQL_DATABASE": {
                      "isOptional": false,
                      "description": "Default database",
                      "defaultValue": "rag_flow"
                    },
                    "MYSQL_PUBLIC_URL": {
                      "isOptional": false,
                      "description": "Public connection URL",
                      "defaultValue": "mysql://${{MYSQLUSER}}:${{MYSQL_ROOT_PASSWORD}}@${{RAILWAY_TCP_PROXY_DOMAIN}}:${{RAILWAY_TCP_PROXY_PORT}}/${{MYSQL_DATABASE}}"
                    },
                    "MYSQL_ROOT_PASSWORD": {
                      "isOptional": false,
                      "description": "Root password",
                      "defaultValue": "{{MYSQL_ROOT_PASSWORD}}"
                    }
                  },
                  "networking": {
                    "tcpProxies": {
                      "3306": {}
                    }
                  },
                  "volumeMounts": {
                    "0c458ed2-fcf1-475e-9ed3-0ed0c9dd188e": {
                      "mountPath": "/var/lib/mysql"
                    }
                  },
                  "haTemplateCode": "mysql-ha",
                  "haConversionConfig": {
                    "edge": {
                      "label": "Reverse Proxies",
                      "options": [
                        1,
                        2
                      ],
                      "nodeLabel": "HAProxy",
                      "description": "HAProxy instances routing writes to the primary",
                      "defaultValue": 2
                    },
                    "replica": {
                      "label": "MySQL Replicas",
                      "options": [
                        2,
                        4,
                        6,
                        8
                      ],
                      "nodeLabel": "MySQL",
                      "description": "Requires odd count for quorum",
                      "defaultValue": 2
                    },
                    "internal": null,
                    "description": "This will convert your MySQL instance to an HA cluster with Group Replication failover and HAProxy routing to the primary.",
                    "supportedImageMajorVersions": [
                      8,
                      9
                    ]
                  }
                },
                "10b5ada6-87c9-4c95-b21b-3ba7405662a7": {
                  "icon": "https://cdn.sanity.io/images/sy1jschh/production/0ce0bfdcfbdbf69662b1116671f97c2dd788b655-157x157.svg",
                  "name": "Redis",
                  "deploy": {
                    "startCommand": "/bin/sh -c \"rm -rf $RAILWAY_VOLUME_MOUNT_PATH/lost+found/ && exec docker-entrypoint.sh redis-server --requirepass $REDIS_PASSWORD --save 60 1 --dir $RAILWAY_VOLUME_MOUNT_PATH\"",
                    "healthcheckPath": null,
                    "restartPolicyType": "ON_FAILURE",
                    "restartPolicyMaxRetries": 10
                  },
                  "source": {
                    "image": "redis:8.2.1"
                  },
                  "variables": {
                    "REDISHOST": {
                      "isOptional": false,
                      "description": "Internal Redis host",
                      "defaultValue": "${{RAILWAY_PRIVATE_DOMAIN}}"
                    },
                    "REDISPORT": {
                      "isOptional": false,
                      "description": "Redis port",
                      "defaultValue": "6379"
                    },
                    "REDISUSER": {
                      "isOptional": false,
                      "description": "Redis user",
                      "defaultValue": "default"
                    },
                    "REDIS_URL": {
                      "isOptional": false,
                      "description": "Internal connection URL",
                      "defaultValue": "redis://${{REDISUSER}}:${{REDIS_PASSWORD}}@${{REDISHOST}}:${{REDISPORT}}"
                    },
                    "REDISPASSWORD": {
                      "isOptional": false,
                      "description": "Redis password",
                      "defaultValue": "${{REDIS_PASSWORD}}"
                    },
                    "REDIS_PASSWORD": {
                      "isOptional": false,
                      "description": "Generated Redis password",
                      "defaultValue": "{{REDIS_PASSWORD}}"
                    },
                    "REDIS_PUBLIC_URL": {
                      "isOptional": false,
                      "description": "Public connection URL",
                      "defaultValue": "redis://default:${{REDIS_PASSWORD}}@${{RAILWAY_TCP_PROXY_DOMAIN}}:${{RAILWAY_TCP_PROXY_PORT}}"
                    }
                  },
                  "networking": {
                    "tcpProxies": {
                      "6379": {}
                    }
                  },
                  "volumeMounts": {
                    "10b5ada6-87c9-4c95-b21b-3ba7405662a7": {
                      "mountPath": "/data"
                    }
                  },
                  "haTemplateCode": "redis-ha",
                  "haConversionConfig": {
                    "edge": {
                      "label": "Reverse Proxies",
                      "options": [
                        1,
                        2
                      ],
                      "nodeLabel": "HAProxy",
                      "description": "HAProxy instances routing writes to the primary",
                      "defaultValue": 2
                    },
                    "replica": {
                      "label": "Redis Replicas",
                      "options": [
                        2,
                        3,
                        4,
                        5
                      ],
                      "nodeLabel": "Redis",
                      "description": "Nodes running Redis + colocated Sentinel",
                      "defaultValue": 2
                    },
                    "internal": null,
                    "description": "This will convert your Redis instance to an HA cluster with Sentinel failover and HAProxy routing to the primary."
                  }
                },
                "52b21350-5828-4671-95c5-c088dfb92cb4": {
                  "icon": "https://ragflow.io/img/logo.svg",
                  "name": "ragflow",
                  "deploy": {
                    "startCommand": null,
                    "healthcheckPath": null,
                    "restartPolicyType": "ON_FAILURE",
                    "restartPolicyMaxRetries": 10
                  },
                  "source": {
                    "repo": "XavTo/Ragflow",
                    "branch": null,
                    "rootDirectory": null
                  },
                  "variables": {
                    "TZ": {
                      "isOptional": false,
                      "description": "Timezone",
                      "defaultValue": "UTC"
                    },
                    "DEVICE": {
                      "isOptional": false,
                      "description": "Compute device",
                      "defaultValue": "cpu"
                    },
                    "DOC_ENGINE": {
                      "isOptional": false,
                      "description": "Document engine",
                      "defaultValue": "infinity"
                    },
                    "MINIO_HOST": {
                      "isOptional": false,
                      "description": "MinIO host",
                      "defaultValue": "${{minio.RAILWAY_PRIVATE_DOMAIN}}"
                    },
                    "MINIO_PORT": {
                      "isOptional": false,
                      "description": "MinIO port",
                      "defaultValue": "9000"
                    },
                    "MINIO_USER": {
                      "isOptional": false,
                      "description": "MinIO user",
                      "defaultValue": "${{minio.MINIO_ROOT_USER}}"
                    },
                    "MYSQL_HOST": {
                      "isOptional": false,
                      "description": "MySQL host",
                      "defaultValue": "${{MySQL.MYSQLHOST}}"
                    },
                    "MYSQL_PORT": {
                      "isOptional": false,
                      "description": "MySQL port",
                      "defaultValue": "${{MySQL.MYSQLPORT}}"
                    },
                    "MYSQL_USER": {
                      "isOptional": false,
                      "description": "MySQL user",
                      "defaultValue": "${{MySQL.MYSQLUSER}}"
                    },
                    "REDIS_HOST": {
                      "isOptional": false,
                      "description": "Redis host",
                      "defaultValue": "${{Redis.RAILWAY_PRIVATE_DOMAIN}}"
                    },
                    "REDIS_PORT": {
                      "isOptional": false,
                      "description": "Redis port",
                      "defaultValue": "${{Redis.REDISPORT}}"
                    },
                    "SECRET_KEY": {
                      "isOptional": false,
                      "description": "App secret key",
                      "defaultValue": "{{SECRET_KEY}}"
                    },
                    "MINIO_BUCKET": {
                      "isOptional": false,
                      "description": "MinIO bucket",
                      "defaultValue": "ragflow"
                    },
                    "MINIO_SECURE": {
                      "isOptional": false,
                      "description": "Disable HTTPS for MinIO",
                      "defaultValue": "false"
                    },
                    "MYSQL_DBNAME": {
                      "isOptional": false,
                      "description": "MySQL database",
                      "defaultValue": "${{MySQL.MYSQLDATABASE}}"
                    },
                    "INFINITY_HOST": {
                      "isOptional": false,
                      "description": "Infinity host",
                      "defaultValue": "${{infinity.RAILWAY_PRIVATE_DOMAIN}}"
                    },
                    "INFINITY_PORT": {
                      "isOptional": false,
                      "description": "Infinity port",
                      "defaultValue": "${{infinity.INFINITY_PORT}}"
                    },
                    "MINIO_PASSWORD": {
                      "isOptional": false,
                      "description": "MinIO password",
                      "defaultValue": "${{minio.MINIO_ROOT_PASSWORD}}"
                    },
                    "MYSQL_PASSWORD": {
                      "isOptional": false,
                      "description": "MySQL password",
                      "defaultValue": "${{MySQL.MYSQL_ROOT_PASSWORD}}"
                    },
                    "REDIS_PASSWORD": {
                      "isOptional": false,
                      "description": "Redis password",
                      "defaultValue": "${{Redis.REDISPASSWORD}}"
                    },
                    "REDIS_USERNAME": {
                      "isOptional": false,
                      "description": "Redis user",
                      "defaultValue": "${{Redis.REDISUSER}}"
                    },
                    "API_PROXY_SCHEME": {
                      "isOptional": false,
                      "description": "API proxy mode",
                      "defaultValue": "python"
                    },
                    "REGISTER_ENABLED": {
                      "description": "Set to 1 to enable registration, 0 to disable",
                      "defaultValue": "1"
                    }
                  },
                  "networking": {
                    "serviceDomains": {
                      "<hasDomain>:80": {
                        "port": 80
                      }
                    }
                  },
                  "volumeMounts": {
                    "52b21350-5828-4671-95c5-c088dfb92cb4": {
                      "mountPath": "/ragflow/logs"
                    }
                  }
                },
                "dca7c7d1-6e47-4941-b407-0cb295ec043a": {
                  "icon": "https://infiniflow.org/img/favicon.ico",
                  "name": "infinity",
                  "deploy": {
                    "startCommand": null,
                    "healthcheckPath": null,
                    "restartPolicyType": "ON_FAILURE",
                    "restartPolicyMaxRetries": 10
                  },
                  "source": {
                    "image": "infiniflow/infinity:v0.7.0"
                  },
                  "variables": {
                    "INFINITY_PORT": {
                      "isOptional": false,
                      "description": "Infinity API port",
                      "defaultValue": "23817"
                    },
                    "INFINITY_CONSOLE_PORT": {
                      "isOptional": false,
                      "description": "Infinity console port",
                      "defaultValue": "23820"
                    }
                  },
                  "volumeMounts": {
                    "dca7c7d1-6e47-4941-b407-0cb295ec043a": {
                      "mountPath": "/var/infinity"
                    }
                  }
                }
              }
            }
          }
        }
      }
    }
  },
  "post_deploy": {},
  "resources": {
    "expected_services": 5,
    "needs_volume": true
  },
  "generated_at": "2026-09-21T22:14:44.200Z",
  "generator_version": "0.1.0",
  "status": "degraded",
  "validated_at": "2026-09-20T15:11:03.378Z",
  "success_rate_30d": 0.3333,
  "validation": {
    "last_run_id": "run_2f5faabc9c174558aa9b",
    "checks": [
      {
        "name": "workflow_completed",
        "passed": true
      },
      {
        "name": "all_services_deployed",
        "passed": false,
        "detail": "BUILDING,SUCCESS,DEPLOYING,FAILED,SUCCESS"
      }
    ],
    "typical_ready_seconds": 288,
    "typical_build_seconds": 198,
    "typical_start_seconds": 51,
    "slowest_service": "ragflow"
  }
}
