{
  "manifest_version": "1.0.0",
  "template": {
    "id": "76d445ff-b4cb-4747-92bc-9dbf79ac125c",
    "slug": "r2r-rag-engine",
    "name": "R2R — Self-Hosted Agentic RAG Engine",
    "description": "Self-host R2R — agentic RAG, hybrid search & knowledge graphs",
    "url": "https://railway.com/deploy/r2r-rag-engine",
    "upstream": {
      "image": "sciphiai/r2r-dashboard:1.0.3"
    }
  },
  "services": [
    {
      "name": "pgvector",
      "source": {
        "image": "pgvector/pgvector:pg18"
      },
      "needs_volume": true,
      "volume_mount_path": "/var/lib/postgresql",
      "http": false
    },
    {
      "name": "R2R-Dashboard",
      "source": {
        "image": "sciphiai/r2r-dashboard:1.0.3"
      },
      "needs_volume": false,
      "http": true
    },
    {
      "name": "R2R-API",
      "source": {
        "image": "sciphiai/r2r:latest"
      },
      "needs_volume": false,
      "http": false
    },
    {
      "name": "graph-clustering",
      "source": {
        "image": "ragtoriches/cluster-prod"
      },
      "needs_volume": false,
      "http": false
    }
  ],
  "required_inputs": [
    {
      "key": "PGDATA",
      "service": "pgvector",
      "description": "Provide a value for PGDATA.",
      "secret": false,
      "strategy": "default",
      "default": "/var/lib/postgresql/data/pgdata"
    },
    {
      "key": "PGHOST",
      "service": "pgvector",
      "description": "Provide a value for PGHOST.",
      "secret": false,
      "strategy": "railway_provided",
      "railway_source": "reference_variable"
    },
    {
      "key": "PGPORT",
      "service": "pgvector",
      "description": "Provide a value for PGPORT.",
      "secret": false,
      "strategy": "railway_provided",
      "railway_source": "reference_variable"
    },
    {
      "key": "PGUSER",
      "service": "pgvector",
      "description": "Provide a value for PGUSER.",
      "secret": false,
      "strategy": "railway_provided",
      "railway_source": "reference_variable"
    },
    {
      "key": "PGDATABASE",
      "service": "pgvector",
      "description": "Provide a value for PGDATABASE.",
      "secret": false,
      "strategy": "railway_provided",
      "railway_source": "reference_variable"
    },
    {
      "key": "PGPASSWORD",
      "service": "pgvector",
      "description": "Provide a value for PGPASSWORD.",
      "secret": true,
      "strategy": "railway_provided",
      "railway_source": "reference_variable"
    },
    {
      "key": "POSTGRES_DB",
      "service": "pgvector",
      "description": "Provide a value for POSTGRES_DB.",
      "secret": false,
      "strategy": "default",
      "default": "railway"
    },
    {
      "key": "DATABASE_URL",
      "service": "pgvector",
      "description": "Provide a value for DATABASE_URL.",
      "secret": false,
      "strategy": "railway_provided",
      "railway_source": "reference_variable"
    },
    {
      "key": "POSTGRES_USER",
      "service": "pgvector",
      "description": "Provide a value for POSTGRES_USER.",
      "secret": false,
      "strategy": "default",
      "default": "postgres"
    },
    {
      "key": "SSL_CERT_DAYS",
      "service": "pgvector",
      "description": "Provide a value for SSL_CERT_DAYS.",
      "secret": false,
      "strategy": "default",
      "default": "820"
    },
    {
      "key": "PGHOST_PRIVATE",
      "service": "pgvector",
      "description": "Provide a value for PGHOST_PRIVATE.",
      "secret": false,
      "strategy": "railway_provided",
      "railway_source": "railway_private_domain"
    },
    {
      "key": "PGPORT_PRIVATE",
      "service": "pgvector",
      "description": "Provide a value for PGPORT_PRIVATE.",
      "secret": false,
      "strategy": "default",
      "default": "5432"
    },
    {
      "key": "POSTGRES_PASSWORD",
      "service": "pgvector",
      "description": "Provide a value for POSTGRES_PASSWORD.",
      "secret": true,
      "strategy": "generate",
      "generate": "strong_password"
    },
    {
      "key": "DATABASE_URL_PRIVATE",
      "service": "pgvector",
      "description": "Provide a value for DATABASE_URL_PRIVATE.",
      "secret": false,
      "strategy": "railway_provided",
      "railway_source": "reference_variable"
    },
    {
      "key": "RAILWAY_DEPLOYMENT_DRAINING_SECONDS",
      "service": "pgvector",
      "description": "Provide a value for RAILWAY_DEPLOYMENT_DRAINING_SECONDS.",
      "secret": false,
      "strategy": "default",
      "default": "60"
    },
    {
      "key": "PORT",
      "service": "R2R-Dashboard",
      "description": "Provide a value for PORT.",
      "secret": false,
      "strategy": "default",
      "default": "3000"
    },
    {
      "key": "NEXT_PUBLIC_R2R_DEFAULT_EMAIL",
      "service": "R2R-Dashboard",
      "description": "Provide a value for NEXT_PUBLIC_R2R_DEFAULT_EMAIL.",
      "secret": false,
      "strategy": "default",
      "default": "admin@example.com"
    },
    {
      "key": "NEXT_PUBLIC_R2R_DEPLOYMENT_URL",
      "service": "R2R-Dashboard",
      "description": "Provide a value for NEXT_PUBLIC_R2R_DEPLOYMENT_URL.",
      "secret": false,
      "strategy": "railway_provided",
      "railway_source": "railway_domain"
    },
    {
      "key": "NEXT_PUBLIC_R2R_DEFAULT_PASSWORD",
      "service": "R2R-Dashboard",
      "description": "Provide a value for NEXT_PUBLIC_R2R_DEFAULT_PASSWORD.",
      "secret": true,
      "strategy": "default",
      "default": "change_me_immediately"
    },
    {
      "key": "PORT",
      "service": "R2R-API",
      "description": "Provide a value for PORT.",
      "secret": false,
      "strategy": "default",
      "default": "7272"
    },
    {
      "key": "R2R_HOST",
      "service": "R2R-API",
      "description": "Provide a value for R2R_HOST.",
      "secret": false,
      "strategy": "default",
      "default": "0.0.0.0"
    },
    {
      "key": "R2R_PORT",
      "service": "R2R-API",
      "description": "Provide a value for R2R_PORT.",
      "secret": false,
      "strategy": "default",
      "default": "7272"
    },
    {
      "key": "R2R_LOG_LEVEL",
      "service": "R2R-API",
      "description": "Provide a value for R2R_LOG_LEVEL.",
      "secret": false,
      "strategy": "default",
      "default": "INFO"
    },
    {
      "key": "R2R_SECRET_KEY",
      "service": "R2R-API",
      "description": "Provide a value for R2R_SECRET_KEY.",
      "secret": true,
      "strategy": "generate",
      "generate": "random_base64_32"
    },
    {
      "key": "R2R_PROJECT_NAME",
      "service": "R2R-API",
      "description": "Provide a value for R2R_PROJECT_NAME.",
      "secret": false,
      "strategy": "default",
      "default": "r2r_default"
    },
    {
      "key": "R2R_POSTGRES_HOST",
      "service": "R2R-API",
      "description": "Provide a value for R2R_POSTGRES_HOST.",
      "secret": false,
      "strategy": "railway_provided",
      "railway_source": "railway_private_domain"
    },
    {
      "key": "R2R_POSTGRES_PORT",
      "service": "R2R-API",
      "description": "Provide a value for R2R_POSTGRES_PORT.",
      "secret": false,
      "strategy": "default",
      "default": "5432"
    },
    {
      "key": "R2R_POSTGRES_USER",
      "service": "R2R-API",
      "description": "Provide a value for R2R_POSTGRES_USER.",
      "secret": false,
      "strategy": "railway_provided",
      "railway_source": "reference_variable"
    },
    {
      "key": "R2R_POSTGRES_DBNAME",
      "service": "R2R-API",
      "description": "Provide a value for R2R_POSTGRES_DBNAME.",
      "secret": false,
      "strategy": "railway_provided",
      "railway_source": "reference_variable"
    },
    {
      "key": "R2R_POSTGRES_PASSWORD",
      "service": "R2R-API",
      "description": "Provide a value for R2R_POSTGRES_PASSWORD.",
      "secret": true,
      "strategy": "railway_provided",
      "railway_source": "reference_variable"
    },
    {
      "key": "CLUSTERING_SERVICE_URL",
      "service": "R2R-API",
      "description": "Provide a value for CLUSTERING_SERVICE_URL.",
      "secret": false,
      "strategy": "railway_provided",
      "railway_source": "railway_private_domain"
    },
    {
      "key": "HATCHET_CLIENT_TLS_STRATEGY",
      "service": "R2R-API",
      "description": "Provide a value for HATCHET_CLIENT_TLS_STRATEGY.",
      "secret": false,
      "strategy": "default",
      "default": "none"
    },
    {
      "key": "R2R_POSTGRES_MAX_CONNECTIONS",
      "service": "R2R-API",
      "description": "Provide a value for R2R_POSTGRES_MAX_CONNECTIONS.",
      "secret": false,
      "strategy": "default",
      "default": "256"
    }
  ],
  "deploy": {
    "mcp": {
      "server": "railway",
      "tool": "deploy_template",
      "args": {
        "template_code": "r2r-rag-engine"
      }
    },
    "cli": "railway deploy --template r2r-rag-engine",
    "api": {
      "method": "POST",
      "path": "/graphql/v2",
      "body": {
        "query": "mutation templateDeploy($input: TemplateDeployV2Input!) { templateDeployV2(input: $input) { projectId workflowId } }",
        "variables": {
          "input": {
            "templateId": "76d445ff-b4cb-4747-92bc-9dbf79ac125c",
            "serializedConfig": {
              "services": {
                "5e947b9f-b51e-4ceb-90dd-571540e4e2ca": {
                  "icon": "https://devicons.railway.app/postgres",
                  "name": "pgvector",
                  "source": {
                    "image": "pgvector/pgvector:pg18"
                  },
                  "variables": {
                    "PGDATA": {
                      "isOptional": false,
                      "description": "",
                      "defaultValue": "/var/lib/postgresql/data/pgdata"
                    },
                    "PGHOST": {
                      "isOptional": false,
                      "description": "",
                      "defaultValue": "${{RAILWAY_TCP_PROXY_DOMAIN}}"
                    },
                    "PGPORT": {
                      "isOptional": false,
                      "description": "",
                      "defaultValue": "${{RAILWAY_TCP_PROXY_PORT}}"
                    },
                    "PGUSER": {
                      "isOptional": false,
                      "description": "",
                      "defaultValue": "${{POSTGRES_USER}}"
                    },
                    "PGDATABASE": {
                      "isOptional": false,
                      "description": "",
                      "defaultValue": "${{POSTGRES_DB}}"
                    },
                    "PGPASSWORD": {
                      "isOptional": false,
                      "description": "",
                      "defaultValue": "${{POSTGRES_PASSWORD}}"
                    },
                    "POSTGRES_DB": {
                      "isOptional": false,
                      "description": "",
                      "defaultValue": "railway"
                    },
                    "DATABASE_URL": {
                      "isOptional": false,
                      "description": "",
                      "defaultValue": "postgres://${{PGUSER}}:${{PGPASSWORD}}@${{PGHOST}}:${{PGPORT}}/${{PGDATABASE}}"
                    },
                    "POSTGRES_USER": {
                      "isOptional": false,
                      "description": "",
                      "defaultValue": "postgres"
                    },
                    "SSL_CERT_DAYS": {
                      "isOptional": false,
                      "description": "",
                      "defaultValue": "820"
                    },
                    "PGHOST_PRIVATE": {
                      "isOptional": false,
                      "description": "",
                      "defaultValue": "${{RAILWAY_PRIVATE_DOMAIN}}"
                    },
                    "PGPORT_PRIVATE": {
                      "isOptional": false,
                      "description": "",
                      "defaultValue": "5432"
                    },
                    "POSTGRES_PASSWORD": {
                      "isOptional": false,
                      "description": "",
                      "defaultValue": "{{POSTGRES_PASSWORD}}"
                    },
                    "DATABASE_URL_PRIVATE": {
                      "isOptional": false,
                      "description": "",
                      "defaultValue": "postgres://${{PGUSER}}:${{PGPASSWORD}}@${{PGHOST_PRIVATE}}:${{PGPORT_PRIVATE}}/${{PGDATABASE}}"
                    },
                    "RAILWAY_DEPLOYMENT_DRAINING_SECONDS": {
                      "isOptional": false,
                      "description": "",
                      "defaultValue": "60"
                    }
                  },
                  "volumeMounts": {
                    "5e947b9f-b51e-4ceb-90dd-571540e4e2ca": {
                      "mountPath": "/var/lib/postgresql"
                    }
                  }
                },
                "60922dba-aa5c-4d61-a44e-f7a0fc6086f3": {
                  "icon": "https://res.cloudinary.com/asset-cloudinary/image/upload/v1777645933/c3b41471-625e-458d-8f1a-13e8c16a8699.png",
                  "name": "R2R-Dashboard",
                  "source": {
                    "image": "sciphiai/r2r-dashboard:1.0.3"
                  },
                  "variables": {
                    "PORT": {
                      "isOptional": false,
                      "description": "",
                      "defaultValue": "3000"
                    },
                    "NEXT_PUBLIC_R2R_DEFAULT_EMAIL": {
                      "isOptional": false,
                      "description": "",
                      "defaultValue": "admin@example.com"
                    },
                    "NEXT_PUBLIC_R2R_DEPLOYMENT_URL": {
                      "isOptional": false,
                      "description": "",
                      "defaultValue": "https://${{R2R-API.RAILWAY_PUBLIC_DOMAIN}}"
                    },
                    "NEXT_PUBLIC_R2R_DEFAULT_PASSWORD": {
                      "isOptional": false,
                      "description": "",
                      "defaultValue": "change_me_immediately"
                    }
                  },
                  "networking": {
                    "serviceDomains": {
                      "<hasDomain>:3000": {
                        "port": 3000
                      }
                    }
                  }
                },
                "82277b15-b766-49b2-9f3a-168c3ed1c674": {
                  "icon": "https://res.cloudinary.com/asset-cloudinary/image/upload/v1777645933/c3b41471-625e-458d-8f1a-13e8c16a8699.png",
                  "name": "R2R-API",
                  "source": {
                    "image": "sciphiai/r2r:latest"
                  },
                  "variables": {
                    "PORT": {
                      "isOptional": false,
                      "description": "",
                      "defaultValue": "7272"
                    },
                    "R2R_HOST": {
                      "isOptional": false,
                      "description": "",
                      "defaultValue": "0.0.0.0"
                    },
                    "R2R_PORT": {
                      "isOptional": false,
                      "description": "",
                      "defaultValue": "7272"
                    },
                    "R2R_LOG_LEVEL": {
                      "isOptional": false,
                      "description": "",
                      "defaultValue": "INFO"
                    },
                    "R2R_SECRET_KEY": {
                      "isOptional": false,
                      "description": "",
                      "defaultValue": "{{R2R_SECRET_KEY}}"
                    },
                    "R2R_PROJECT_NAME": {
                      "isOptional": false,
                      "description": "",
                      "defaultValue": "r2r_default"
                    },
                    "R2R_POSTGRES_HOST": {
                      "isOptional": false,
                      "description": "",
                      "defaultValue": "${{pgvector.RAILWAY_PRIVATE_DOMAIN}}"
                    },
                    "R2R_POSTGRES_PORT": {
                      "isOptional": false,
                      "description": "",
                      "defaultValue": "5432"
                    },
                    "R2R_POSTGRES_USER": {
                      "isOptional": false,
                      "description": "",
                      "defaultValue": "${{pgvector.POSTGRES_USER}}"
                    },
                    "R2R_POSTGRES_DBNAME": {
                      "isOptional": false,
                      "description": "",
                      "defaultValue": "${{pgvector.POSTGRES_DB}}"
                    },
                    "R2R_POSTGRES_PASSWORD": {
                      "isOptional": false,
                      "description": "",
                      "defaultValue": "${{pgvector.POSTGRES_PASSWORD}}"
                    },
                    "CLUSTERING_SERVICE_URL": {
                      "isOptional": false,
                      "description": "",
                      "defaultValue": "http://${{graph-clustering.RAILWAY_PRIVATE_DOMAIN}}:7276"
                    },
                    "HATCHET_CLIENT_TLS_STRATEGY": {
                      "isOptional": false,
                      "description": "",
                      "defaultValue": "none"
                    },
                    "R2R_POSTGRES_MAX_CONNECTIONS": {
                      "isOptional": false,
                      "description": "",
                      "defaultValue": "256"
                    }
                  }
                },
                "d40b8ef1-9240-433d-8aa9-805c04d37980": {
                  "name": "graph-clustering",
                  "source": {
                    "image": "ragtoriches/cluster-prod"
                  }
                }
              }
            }
          }
        }
      }
    }
  },
  "post_deploy": {},
  "resources": {
    "expected_services": 4,
    "needs_volume": true
  },
  "generated_at": "2026-09-21T10:14:42.516Z",
  "generator_version": "0.1.0",
  "status": "degraded",
  "validated_at": "2026-09-19T18:53:01.378Z",
  "success_rate_30d": 0,
  "validation": {
    "last_run_id": "run_ec46d6cb123c4816ace9",
    "checks": [
      {
        "name": "workflow_completed",
        "passed": true
      },
      {
        "name": "all_services_deployed",
        "passed": true
      },
      {
        "name": "stays_up",
        "passed": false,
        "detail": "1 service(s) crashed within 30s"
      }
    ]
  }
}