{
  "manifest_version": "1.0.0",
  "template": {
    "id": "10b67522-5816-458e-b8a4-8398dd8c0bab",
    "slug": "airweave",
    "name": "Airweave | Context Retrieval & Search for AI Agents",
    "description": "Sync 50+ apps into one search layer your AI agents can query",
    "url": "https://railway.com/deploy/airweave",
    "upstream": {
      "repo_url": "https://github.com/nomideusz/airweave-railway"
    }
  },
  "services": [
    {
      "name": "Airweave",
      "source": {
        "repo": "https://github.com/nomideusz/airweave-railway"
      },
      "needs_volume": false,
      "http": true
    },
    {
      "name": "Svix",
      "source": {
        "image": "svix/svix-server:v1.101.0"
      },
      "needs_volume": false,
      "http": false
    },
    {
      "name": "Temporal",
      "source": {
        "image": "temporalio/auto-setup:1.29.7"
      },
      "needs_volume": false,
      "http": false
    },
    {
      "name": "Vespa",
      "source": {
        "repo": "https://github.com/nomideusz/airweave-railway"
      },
      "needs_volume": true,
      "volume_mount_path": "/opt/vespa/var",
      "http": false
    },
    {
      "name": "Redis",
      "source": {
        "image": "redis:8.10.2-alpine"
      },
      "needs_volume": true,
      "volume_mount_path": "/data",
      "http": false
    },
    {
      "name": "Worker",
      "source": {
        "image": "ghcr.io/airweave-ai/airweave-backend:v0.9.73"
      },
      "needs_volume": true,
      "volume_mount_path": "/data",
      "http": false
    },
    {
      "name": "Backend",
      "source": {
        "image": "ghcr.io/airweave-ai/airweave-backend:v0.9.73"
      },
      "needs_volume": false,
      "http": false
    },
    {
      "name": "Postgres",
      "source": {
        "image": "postgres:16.15"
      },
      "needs_volume": true,
      "volume_mount_path": "/var/lib/postgresql/data",
      "http": false
    }
  ],
  "required_inputs": [
    {
      "key": "PORT",
      "service": "Airweave",
      "description": "Port the gateway listens on - leave as is",
      "secret": false,
      "strategy": "default",
      "default": "8080"
    },
    {
      "key": "AIRWEAVE_API_KEY",
      "service": "Airweave",
      "description": "Auto-generated API key: send it as the X-API-Key header (SDKs, MCP, curl) to reach /api without the password",
      "secret": true,
      "strategy": "generate",
      "generate": "random_base64_32"
    },
    {
      "key": "BACKEND_UPSTREAM",
      "service": "Airweave",
      "description": "Airweave API on the private network",
      "secret": false,
      "strategy": "railway_provided",
      "railway_source": "railway_private_domain"
    },
    {
      "key": "AIRWEAVE_PASSWORD",
      "service": "Airweave",
      "description": "Auto-generated password for the Airweave web app (HTTP basic auth)",
      "secret": true,
      "strategy": "generate",
      "generate": "strong_password"
    },
    {
      "key": "AIRWEAVE_USERNAME",
      "service": "Airweave",
      "description": "Username for signing in to the Airweave web app",
      "secret": false,
      "strategy": "default",
      "default": "admin"
    },
    {
      "key": "WAIT_FOR",
      "service": "Svix",
      "description": "Wait for Postgres and Redis before starting",
      "secret": false,
      "strategy": "default",
      "default": "true"
    },
    {
      "key": "SVIX_DB_DSN",
      "service": "Svix",
      "description": "Svix database (created by Postgres on first boot)",
      "secret": false,
      "strategy": "railway_provided",
      "railway_source": "railway_private_domain"
    },
    {
      "key": "SVIX_REDIS_DSN",
      "service": "Svix",
      "description": "Redis for Svix's delivery queue",
      "secret": false,
      "strategy": "railway_provided",
      "railway_source": "railway_private_domain"
    },
    {
      "key": "SVIX_CACHE_TYPE",
      "service": "Svix",
      "description": "Upstream's setting: the memory cache delivers to stale endpoint lists",
      "secret": false,
      "strategy": "default",
      "default": "none"
    },
    {
      "key": "SVIX_JWT_SECRET",
      "service": "Svix",
      "description": "Auto-generated secret for the Svix API (shared with the Backend)",
      "secret": true,
      "strategy": "generate",
      "generate": "random_base64_32"
    },
    {
      "key": "SVIX_QUEUE_TYPE",
      "service": "Svix",
      "description": "Delivery queue backend",
      "secret": false,
      "strategy": "default",
      "default": "redis"
    },
    {
      "key": "DB",
      "service": "Temporal",
      "description": "Temporal persistence driver for Postgres",
      "secret": false,
      "strategy": "default",
      "default": "postgres12"
    },
    {
      "key": "PORT",
      "service": "Temporal",
      "description": "Temporal frontend HTTP API port, used by Railway's health check - leave as is",
      "secret": false,
      "strategy": "default",
      "default": "7243"
    },
    {
      "key": "DB_PORT",
      "service": "Temporal",
      "description": "Postgres port",
      "secret": false,
      "strategy": "default",
      "default": "5432"
    },
    {
      "key": "BIND_ON_IP",
      "service": "Temporal",
      "description": "Listen on IPv6 and IPv4 for Railway's private network",
      "secret": false,
      "strategy": "default",
      "default": "::"
    },
    {
      "key": "POSTGRES_PWD",
      "service": "Temporal",
      "description": "Postgres password",
      "secret": false,
      "strategy": "railway_provided",
      "railway_source": "reference_variable"
    },
    {
      "key": "POSTGRES_USER",
      "service": "Temporal",
      "description": "Postgres user",
      "secret": false,
      "strategy": "railway_provided",
      "railway_source": "reference_variable"
    },
    {
      "key": "POSTGRES_SEEDS",
      "service": "Temporal",
      "description": "Postgres host (Temporal creates its own temporal and temporal_visibility databases)",
      "secret": false,
      "strategy": "railway_provided",
      "railway_source": "railway_private_domain"
    },
    {
      "key": "TEMPORAL_ADDRESS",
      "service": "Temporal",
      "description": "Address the setup CLI uses inside the container",
      "secret": false,
      "strategy": "default",
      "default": "127.0.0.1:7233"
    },
    {
      "key": "TEMPORAL_BROADCAST_ADDRESS",
      "service": "Temporal",
      "description": "Single node: cluster members find each other on loopback",
      "secret": false,
      "strategy": "default",
      "default": "127.0.0.1"
    },
    {
      "key": "SKIP_ADD_CUSTOM_SEARCH_ATTRIBUTES",
      "service": "Temporal",
      "description": "Skip Temporal's sample search attributes; Airweave's SyncId is registered by the start command",
      "secret": false,
      "strategy": "default",
      "default": "true"
    },
    {
      "key": "PORT",
      "service": "Vespa",
      "description": "Vespa query and document API port, used by Railway's health check - leave as is",
      "secret": false,
      "strategy": "default",
      "default": "8081"
    },
    {
      "key": "EMBEDDING_DIMENSIONS",
      "service": "Vespa",
      "description": "Vector size of the search schema: 1024 for mistral_embed, 1536 for openai_text_embedding_3_small, 3072 for _large. Set before the first deploy; fixed afterwards",
      "secret": false,
      "strategy": "default",
      "default": "1024"
    },
    {
      "key": "RAILWAY_HEALTHCHECK_TIMEOUT_SEC",
      "service": "Vespa",
      "description": "Vespa starts its config server, deploys Airweave's schemas and starts the content node before it is healthy",
      "secret": false,
      "strategy": "default",
      "default": "600"
    },
    {
      "key": "REDIS_PASSWORD",
      "service": "Redis",
      "description": "Auto-generated Redis password",
      "secret": true,
      "strategy": "generate",
      "generate": "strong_password"
    },
    {
      "key": "PORT",
      "service": "Worker",
      "description": "Worker health endpoint port, used by Railway's health check - leave as is",
      "secret": false,
      "strategy": "default",
      "default": "8888"
    },
    {
      "key": "SVIX_URL",
      "service": "Worker",
      "description": "Same as the Backend service",
      "secret": false,
      "strategy": "railway_provided",
      "railway_source": "reference_variable"
    },
    {
      "key": "VESPA_URL",
      "service": "Worker",
      "description": "Same as the Backend service",
      "secret": false,
      "strategy": "railway_provided",
      "railway_source": "reference_variable"
    },
    {
      "key": "REDIS_HOST",
      "service": "Worker",
      "description": "Same as the Backend service",
      "secret": false,
      "strategy": "railway_provided",
      "railway_source": "reference_variable"
    },
    {
      "key": "REDIS_PORT",
      "service": "Worker",
      "description": "Same as the Backend service",
      "secret": false,
      "strategy": "railway_provided",
      "railway_source": "reference_variable"
    },
    {
      "key": "VESPA_PORT",
      "service": "Worker",
      "description": "Same as the Backend service",
      "secret": false,
      "strategy": "railway_provided",
      "railway_source": "reference_variable"
    },
    {
      "key": "ENVIRONMENT",
      "service": "Worker",
      "description": "Same as the Backend service",
      "secret": false,
      "strategy": "railway_provided",
      "railway_source": "reference_variable"
    },
    {
      "key": "POSTGRES_DB",
      "service": "Worker",
      "description": "Same as the Backend service",
      "secret": false,
      "strategy": "railway_provided",
      "railway_source": "reference_variable"
    },
    {
      "key": "API_FULL_URL",
      "service": "Worker",
      "description": "Same as the Backend service",
      "secret": false,
      "strategy": "railway_provided",
      "railway_source": "reference_variable"
    },
    {
      "key": "APP_FULL_URL",
      "service": "Worker",
      "description": "Same as the Backend service",
      "secret": false,
      "strategy": "railway_provided",
      "railway_source": "reference_variable"
    },
    {
      "key": "AUTH_ENABLED",
      "service": "Worker",
      "description": "Same as the Backend service",
      "secret": false,
      "strategy": "railway_provided",
      "railway_source": "reference_variable"
    },
    {
      "key": "STATE_SECRET",
      "service": "Worker",
      "description": "Same as the Backend service",
      "secret": true,
      "strategy": "railway_provided",
      "railway_source": "reference_variable"
    },
    {
      "key": "STORAGE_PATH",
      "service": "Worker",
      "description": "Same as the Backend service",
      "secret": false,
      "strategy": "railway_provided",
      "railway_source": "reference_variable"
    },
    {
      "key": "POSTGRES_HOST",
      "service": "Worker",
      "description": "Same as the Backend service",
      "secret": false,
      "strategy": "railway_provided",
      "railway_source": "reference_variable"
    },
    {
      "key": "POSTGRES_PORT",
      "service": "Worker",
      "description": "Same as the Backend service",
      "secret": false,
      "strategy": "railway_provided",
      "railway_source": "reference_variable"
    },
    {
      "key": "POSTGRES_USER",
      "service": "Worker",
      "description": "Same as the Backend service",
      "secret": false,
      "strategy": "railway_provided",
      "railway_source": "reference_variable"
    },
    {
      "key": "TEMPORAL_HOST",
      "service": "Worker",
      "description": "Same as the Backend service",
      "secret": false,
      "strategy": "railway_provided",
      "railway_source": "reference_variable"
    },
    {
      "key": "TEMPORAL_PORT",
      "service": "Worker",
      "description": "Same as the Backend service",
      "secret": false,
      "strategy": "railway_provided",
      "railway_source": "reference_variable"
    },
    {
      "key": "DENSE_EMBEDDER",
      "service": "Worker",
      "description": "Same as the Backend service",
      "secret": false,
      "strategy": "railway_provided",
      "railway_source": "reference_variable"
    },
    {
      "key": "ENCRYPTION_KEY",
      "service": "Worker",
      "description": "Same as the Backend service",
      "secret": true,
      "strategy": "railway_provided",
      "railway_source": "reference_variable"
    },
    {
      "key": "OPENAI_API_KEY",
      "service": "Worker",
      "description": "Same as the Backend service",
      "secret": true,
      "strategy": "railway_provided",
      "railway_source": "reference_variable"
    },
    {
      "key": "REDIS_PASSWORD",
      "service": "Worker",
      "description": "Same as the Backend service",
      "secret": true,
      "strategy": "railway_provided",
      "railway_source": "reference_variable"
    },
    {
      "key": "FIRST_SUPERUSER",
      "service": "Worker",
      "description": "Same as the Backend service",
      "secret": false,
      "strategy": "railway_provided",
      "railway_source": "reference_variable"
    },
    {
      "key": "MISTRAL_API_KEY",
      "service": "Worker",
      "description": "Same as the Backend service",
      "secret": true,
      "strategy": "railway_provided",
      "railway_source": "reference_variable"
    },
    {
      "key": "SPARSE_EMBEDDER",
      "service": "Worker",
      "description": "Same as the Backend service",
      "secret": false,
      "strategy": "railway_provided",
      "railway_source": "reference_variable"
    },
    {
      "key": "STORAGE_BACKEND",
      "service": "Worker",
      "description": "Same as the Backend service",
      "secret": false,
      "strategy": "railway_provided",
      "railway_source": "reference_variable"
    },
    {
      "key": "SVIX_JWT_SECRET",
      "service": "Worker",
      "description": "Same as the Backend service",
      "secret": true,
      "strategy": "railway_provided",
      "railway_source": "reference_variable"
    },
    {
      "key": "TOGETHER_API_KEY",
      "service": "Worker",
      "description": "Same as the Backend service",
      "secret": true,
      "strategy": "railway_provided",
      "railway_source": "reference_variable"
    },
    {
      "key": "ANALYTICS_ENABLED",
      "service": "Worker",
      "description": "Same as the Backend service",
      "secret": false,
      "strategy": "railway_provided",
      "railway_source": "reference_variable"
    },
    {
      "key": "ANTHROPIC_API_KEY",
      "service": "Worker",
      "description": "Same as the Backend service",
      "secret": true,
      "strategy": "railway_provided",
      "railway_source": "reference_variable"
    },
    {
      "key": "POSTGRES_PASSWORD",
      "service": "Worker",
      "description": "Same as the Backend service",
      "secret": true,
      "strategy": "railway_provided",
      "railway_source": "reference_variable"
    },
    {
      "key": "LLM_FALLBACK_CHAIN",
      "service": "Worker",
      "description": "Same as the Backend service",
      "secret": false,
      "strategy": "railway_provided",
      "railway_source": "reference_variable"
    },
    {
      "key": "EMBEDDING_DIMENSIONS",
      "service": "Worker",
      "description": "Same as the Backend service",
      "secret": false,
      "strategy": "railway_provided",
      "railway_source": "reference_variable"
    },
    {
      "key": "FIRST_SUPERUSER_PASSWORD",
      "service": "Worker",
      "description": "Same as the Backend service",
      "secret": true,
      "strategy": "railway_provided",
      "railway_source": "reference_variable"
    },
    {
      "key": "RAILWAY_HEALTHCHECK_TIMEOUT_SEC",
      "service": "Worker",
      "description": "Time for the worker to connect to Temporal",
      "secret": false,
      "strategy": "default",
      "default": "300"
    },
    {
      "key": "PORT",
      "service": "Backend",
      "description": "Port the API listens on - leave as is",
      "secret": false,
      "strategy": "default",
      "default": "8001"
    },
    {
      "key": "SVIX_URL",
      "service": "Backend",
      "description": "Svix webhook server on the private network",
      "secret": false,
      "strategy": "railway_provided",
      "railway_source": "railway_private_domain"
    },
    {
      "key": "VESPA_URL",
      "service": "Backend",
      "description": "Vespa search index on the private network",
      "secret": false,
      "strategy": "railway_provided",
      "railway_source": "railway_private_domain"
    },
    {
      "key": "REDIS_HOST",
      "service": "Backend",
      "description": "Redis on the private network",
      "secret": false,
      "strategy": "railway_provided",
      "railway_source": "railway_private_domain"
    },
    {
      "key": "REDIS_PORT",
      "service": "Backend",
      "description": "Redis port",
      "secret": false,
      "strategy": "default",
      "default": "6379"
    },
    {
      "key": "VESPA_PORT",
      "service": "Backend",
      "description": "Vespa query and document API port",
      "secret": false,
      "strategy": "default",
      "default": "8081"
    },
    {
      "key": "ENVIRONMENT",
      "service": "Backend",
      "description": "Airweave's self-hosted mode: bring-your-own OAuth apps for OAuth sources, local file storage",
      "secret": false,
      "strategy": "default",
      "default": "self-hosted"
    },
    {
      "key": "POSTGRES_DB",
      "service": "Backend",
      "description": "Database name",
      "secret": false,
      "strategy": "railway_provided",
      "railway_source": "reference_variable"
    },
    {
      "key": "API_FULL_URL",
      "service": "Backend",
      "description": "Public API URL (OAuth callbacks, links) - change the domain if you add a custom one",
      "secret": false,
      "strategy": "railway_provided",
      "railway_source": "railway_domain"
    },
    {
      "key": "APP_FULL_URL",
      "service": "Backend",
      "description": "Public app URL - change the domain if you add a custom one",
      "secret": false,
      "strategy": "railway_provided",
      "railway_source": "railway_domain"
    },
    {
      "key": "AUTH_ENABLED",
      "service": "Backend",
      "description": "Airweave's own login needs an Auth0 tenant; off here, the Airweave gateway's password and API key protect the API instead",
      "secret": false,
      "strategy": "default",
      "default": "false"
    },
    {
      "key": "STATE_SECRET",
      "service": "Backend",
      "description": "Signs OAuth state tokens when connecting sources",
      "secret": true,
      "strategy": "generate",
      "generate": "random_base64_32"
    },
    {
      "key": "STORAGE_PATH",
      "service": "Backend",
      "description": "Where raw sync data lives (the Worker's volume)",
      "secret": false,
      "strategy": "default",
      "default": "/data/airweave-storage"
    },
    {
      "key": "POSTGRES_HOST",
      "service": "Backend",
      "description": "Postgres on the private network",
      "secret": false,
      "strategy": "railway_provided",
      "railway_source": "railway_private_domain"
    },
    {
      "key": "POSTGRES_PORT",
      "service": "Backend",
      "description": "Postgres port",
      "secret": false,
      "strategy": "default",
      "default": "5432"
    },
    {
      "key": "POSTGRES_USER",
      "service": "Backend",
      "description": "Database user",
      "secret": false,
      "strategy": "railway_provided",
      "railway_source": "reference_variable"
    },
    {
      "key": "TEMPORAL_HOST",
      "service": "Backend",
      "description": "Temporal (sync orchestration) on the private network",
      "secret": false,
      "strategy": "railway_provided",
      "railway_source": "railway_private_domain"
    },
    {
      "key": "TEMPORAL_PORT",
      "service": "Backend",
      "description": "Temporal gRPC port",
      "secret": false,
      "strategy": "default",
      "default": "7233"
    },
    {
      "key": "DENSE_EMBEDDER",
      "service": "Backend",
      "description": "Embedding model: mistral_embed (1024 dims), openai_text_embedding_3_small (1536) or openai_text_embedding_3_large (3072). Fixed after the first sync",
      "secret": false,
      "strategy": "default",
      "default": "mistral_embed"
    },
    {
      "key": "ENCRYPTION_KEY",
      "service": "Backend",
      "description": "Fernet key that encrypts stored source credentials. BACK IT UP - changing it makes every connected source unreadable",
      "secret": true,
      "strategy": "generate",
      "generate": "random_base64_32"
    },
    {
      "key": "REDIS_PASSWORD",
      "service": "Backend",
      "description": "Redis password",
      "secret": true,
      "strategy": "railway_provided",
      "railway_source": "reference_variable"
    },
    {
      "key": "FIRST_SUPERUSER",
      "service": "Backend",
      "description": "Email of the built-in admin account all requests act as (shown in the app; any valid address)",
      "secret": false,
      "strategy": "default",
      "default": "admin@example.org"
    },
    {
      "key": "MISTRAL_API_KEY",
      "service": "Backend",
      "description": "Mistral API key (required): embeddings (mistral-embed), OCR of PDFs and images, and the classic/agentic search LLM. Get one at console.mistral.ai",
      "secret": true,
      "strategy": "generate",
      "generate": "random_base64_32"
    },
    {
      "key": "SPARSE_EMBEDDER",
      "service": "Backend",
      "description": "Keyword (BM25) embedder, runs locally",
      "secret": false,
      "strategy": "default",
      "default": "fastembed_bm25"
    },
    {
      "key": "STORAGE_BACKEND",
      "service": "Backend",
      "description": "Raw sync data is written by the Worker to its volume",
      "secret": false,
      "strategy": "default",
      "default": "filesystem"
    },
    {
      "key": "SVIX_JWT_SECRET",
      "service": "Backend",
      "description": "Shared secret for the Svix API",
      "secret": true,
      "strategy": "railway_provided",
      "railway_source": "reference_variable"
    },
    {
      "key": "ANALYTICS_ENABLED",
      "service": "Backend",
      "description": "Send anonymous usage analytics to Airweave's PostHog - off by default",
      "secret": false,
      "strategy": "default",
      "default": "false"
    },
    {
      "key": "POSTGRES_PASSWORD",
      "service": "Backend",
      "description": "Database password",
      "secret": true,
      "strategy": "railway_provided",
      "railway_source": "reference_variable"
    },
    {
      "key": "LLM_FALLBACK_CHAIN",
      "service": "Backend",
      "description": "Search LLM chain (classic/agentic tiers); entries without an API key are skipped",
      "secret": false,
      "strategy": "default",
      "default": "mistral:mistral-large,anthropic:claude-sonnet-4.6,together:zai-glm-5"
    },
    {
      "key": "EMBEDDING_DIMENSIONS",
      "service": "Backend",
      "description": "Embedding size, set on the Vespa service so the search schema matches",
      "secret": false,
      "strategy": "railway_provided",
      "railway_source": "reference_variable"
    },
    {
      "key": "FIRST_SUPERUSER_PASSWORD",
      "service": "Backend",
      "description": "Auto-generated password of the built-in admin record (required by Airweave, not used to sign in)",
      "secret": true,
      "strategy": "generate",
      "generate": "strong_password"
    },
    {
      "key": "RAILWAY_HEALTHCHECK_TIMEOUT_SEC",
      "service": "Backend",
      "description": "The first boot runs 150+ database migrations before the health check can pass",
      "secret": false,
      "strategy": "default",
      "default": "600"
    },
    {
      "key": "PGDATA",
      "service": "Postgres",
      "description": "Data subdirectory - keeps Postgres happy on Railway volumes",
      "secret": false,
      "strategy": "default",
      "default": "/var/lib/postgresql/data/pgdata"
    },
    {
      "key": "POSTGRES_DB",
      "service": "Postgres",
      "description": "Database name",
      "secret": false,
      "strategy": "default",
      "default": "airweave"
    },
    {
      "key": "POSTGRES_USER",
      "service": "Postgres",
      "description": "Database user",
      "secret": false,
      "strategy": "default",
      "default": "airweave"
    },
    {
      "key": "POSTGRES_PASSWORD",
      "service": "Postgres",
      "description": "Auto-generated database password",
      "secret": true,
      "strategy": "generate",
      "generate": "strong_password"
    },
    {
      "key": "RAILWAY_DEPLOYMENT_DRAINING_SECONDS",
      "service": "Postgres",
      "description": "Time for Postgres to shut down cleanly on redeploy",
      "secret": false,
      "strategy": "default",
      "default": "60"
    }
  ],
  "deploy": {
    "mcp": {
      "server": "railway",
      "tool": "deploy_template",
      "args": {
        "template_code": "airweave"
      }
    },
    "cli": "railway deploy --template airweave",
    "api": {
      "method": "POST",
      "path": "/graphql/v2",
      "body": {
        "query": "mutation templateDeploy($input: TemplateDeployV2Input!) { templateDeployV2(input: $input) { projectId workflowId } }",
        "variables": {
          "input": {
            "templateId": "10b67522-5816-458e-b8a4-8398dd8c0bab",
            "serializedConfig": {
              "services": {
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                    "healthcheckPath": "/healthz",
                    "restartPolicyType": "ON_FAILURE",
                    "restartPolicyMaxRetries": 10
                  },
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                    "repo": "https://github.com/nomideusz/airweave-railway",
                    "rootDirectory": "/gateway"
                  },
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                      "isOptional": false,
                      "description": "Port the gateway listens on - leave as is",
                      "defaultValue": "8080"
                    },
                    "AIRWEAVE_API_KEY": {
                      "isOptional": false,
                      "description": "Auto-generated API key: send it as the X-API-Key header (SDKs, MCP, curl) to reach /api without the password",
                      "defaultValue": "{{AIRWEAVE_API_KEY}}"
                    },
                    "BACKEND_UPSTREAM": {
                      "isOptional": false,
                      "description": "Airweave API on the private network",
                      "defaultValue": "${{Backend.RAILWAY_PRIVATE_DOMAIN}}:8001"
                    },
                    "AIRWEAVE_PASSWORD": {
                      "isOptional": false,
                      "description": "Auto-generated password for the Airweave web app (HTTP basic auth)",
                      "defaultValue": "{{AIRWEAVE_PASSWORD}}"
                    },
                    "AIRWEAVE_USERNAME": {
                      "isOptional": false,
                      "description": "Username for signing in to the Airweave web app",
                      "defaultValue": "admin"
                    }
                  },
                  "networking": {
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                      "<hasDomain>": {}
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                  "name": "Svix",
                  "build": {},
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                    "startCommand": null,
                    "healthcheckPath": null,
                    "restartPolicyType": "ON_FAILURE",
                    "restartPolicyMaxRetries": 10
                  },
                  "source": {
                    "image": "svix/svix-server:v1.101.0"
                  },
                  "variables": {
                    "WAIT_FOR": {
                      "isOptional": false,
                      "description": "Wait for Postgres and Redis before starting",
                      "defaultValue": "true"
                    },
                    "SVIX_DB_DSN": {
                      "isOptional": false,
                      "description": "Svix database (created by Postgres on first boot)",
                      "defaultValue": "postgresql://${{Postgres.POSTGRES_USER}}:${{Postgres.POSTGRES_PASSWORD}}@${{Postgres.RAILWAY_PRIVATE_DOMAIN}}:5432/svix"
                    },
                    "SVIX_REDIS_DSN": {
                      "isOptional": false,
                      "description": "Redis for Svix's delivery queue",
                      "defaultValue": "redis://default:${{Redis.REDIS_PASSWORD}}@${{Redis.RAILWAY_PRIVATE_DOMAIN}}:6379"
                    },
                    "SVIX_CACHE_TYPE": {
                      "isOptional": false,
                      "description": "Upstream's setting: the memory cache delivers to stale endpoint lists",
                      "defaultValue": "none"
                    },
                    "SVIX_JWT_SECRET": {
                      "isOptional": false,
                      "description": "Auto-generated secret for the Svix API (shared with the Backend)",
                      "defaultValue": "{{SVIX_JWT_SECRET}}"
                    },
                    "SVIX_QUEUE_TYPE": {
                      "isOptional": false,
                      "description": "Delivery queue backend",
                      "defaultValue": "redis"
                    }
                  },
                  "networking": {
                    "serviceDomains": {}
                  },
                  "volumeMounts": {}
                },
                "36ad0100-1c6b-4320-8db3-2f7414ab7e93": {
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                  "name": "Temporal",
                  "build": {},
                  "deploy": {
                    "startCommand": "/bin/bash -c \"(until temporal operator search-attribute list --namespace default 2>/dev/null | grep -qw SyncId; do sleep 5; temporal operator search-attribute create --namespace default --name SyncId --type Keyword >/dev/null 2>&1; done; echo SyncId search attribute registered) & exec /etc/temporal/entrypoint.sh autosetup\"",
                    "healthcheckPath": "/api/v1/system-info",
                    "restartPolicyType": "ON_FAILURE",
                    "restartPolicyMaxRetries": 10
                  },
                  "source": {
                    "image": "temporalio/auto-setup:1.29.7"
                  },
                  "variables": {
                    "DB": {
                      "isOptional": false,
                      "description": "Temporal persistence driver for Postgres",
                      "defaultValue": "postgres12"
                    },
                    "PORT": {
                      "isOptional": false,
                      "description": "Temporal frontend HTTP API port, used by Railway's health check - leave as is",
                      "defaultValue": "7243"
                    },
                    "DB_PORT": {
                      "isOptional": false,
                      "description": "Postgres port",
                      "defaultValue": "5432"
                    },
                    "BIND_ON_IP": {
                      "isOptional": false,
                      "description": "Listen on IPv6 and IPv4 for Railway's private network",
                      "defaultValue": "::"
                    },
                    "POSTGRES_PWD": {
                      "isOptional": false,
                      "description": "Postgres password",
                      "defaultValue": "${{Postgres.POSTGRES_PASSWORD}}"
                    },
                    "POSTGRES_USER": {
                      "isOptional": false,
                      "description": "Postgres user",
                      "defaultValue": "${{Postgres.POSTGRES_USER}}"
                    },
                    "POSTGRES_SEEDS": {
                      "isOptional": false,
                      "description": "Postgres host (Temporal creates its own temporal and temporal_visibility databases)",
                      "defaultValue": "${{Postgres.RAILWAY_PRIVATE_DOMAIN}}"
                    },
                    "TEMPORAL_ADDRESS": {
                      "isOptional": false,
                      "description": "Address the setup CLI uses inside the container",
                      "defaultValue": "127.0.0.1:7233"
                    },
                    "TEMPORAL_BROADCAST_ADDRESS": {
                      "isOptional": false,
                      "description": "Single node: cluster members find each other on loopback",
                      "defaultValue": "127.0.0.1"
                    },
                    "SKIP_ADD_CUSTOM_SEARCH_ATTRIBUTES": {
                      "isOptional": false,
                      "description": "Skip Temporal's sample search attributes; Airweave's SyncId is registered by the start command",
                      "defaultValue": "true"
                    }
                  },
                  "networking": {
                    "serviceDomains": {}
                  },
                  "volumeMounts": {}
                },
                "65068edc-e562-40c8-8740-f934a6658445": {
                  "icon": "https://raw.githubusercontent.com/nomideusz/airweave-railway/main/icons/vespa.svg",
                  "name": "Vespa",
                  "build": {},
                  "deploy": {
                    "startCommand": null,
                    "healthcheckPath": "/state/v1/health",
                    "restartPolicyType": "ON_FAILURE",
                    "restartPolicyMaxRetries": 10
                  },
                  "source": {
                    "repo": "https://github.com/nomideusz/airweave-railway",
                    "rootDirectory": "/vespa"
                  },
                  "variables": {
                    "PORT": {
                      "isOptional": false,
                      "description": "Vespa query and document API port, used by Railway's health check - leave as is",
                      "defaultValue": "8081"
                    },
                    "EMBEDDING_DIMENSIONS": {
                      "isOptional": false,
                      "description": "Vector size of the search schema: 1024 for mistral_embed, 1536 for openai_text_embedding_3_small, 3072 for _large. Set before the first deploy; fixed afterwards",
                      "defaultValue": "1024"
                    },
                    "RAILWAY_HEALTHCHECK_TIMEOUT_SEC": {
                      "isOptional": false,
                      "description": "Vespa starts its config server, deploys Airweave's schemas and starts the content node before it is healthy",
                      "defaultValue": "600"
                    }
                  },
                  "networking": {
                    "serviceDomains": {}
                  },
                  "volumeMounts": {
                    "a53d9f18-482c-484b-9907-406ecc4ec7d5": {
                      "mountPath": "/opt/vespa/var"
                    }
                  }
                },
                "bdc27182-bd1d-4efe-a63c-f5bf9c5914f4": {
                  "icon": "https://devicons.railway.app/i/redis.svg",
                  "name": "Redis",
                  "build": {},
                  "deploy": {
                    "startCommand": "/bin/sh -c \"chown -R redis:redis /data && exec docker-entrypoint.sh redis-server --requirepass $REDIS_PASSWORD --appendonly yes\"",
                    "healthcheckPath": null,
                    "restartPolicyType": "ON_FAILURE",
                    "restartPolicyMaxRetries": 10
                  },
                  "source": {
                    "image": "redis:8.10.2-alpine"
                  },
                  "variables": {
                    "REDIS_PASSWORD": {
                      "isOptional": false,
                      "description": "Auto-generated Redis password",
                      "defaultValue": "{{REDIS_PASSWORD}}"
                    }
                  },
                  "networking": {
                    "serviceDomains": {}
                  },
                  "volumeMounts": {
                    "73f0cc63-73be-4119-850a-03687c49d718": {
                      "mountPath": "/data"
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                "bde69f30-38e3-4068-a787-1e58e28c64c8": {
                  "icon": "https://raw.githubusercontent.com/nomideusz/airweave-railway/main/icon.svg",
                  "name": "Worker",
                  "build": {},
                  "deploy": {
                    "startCommand": "python -m airweave.domains.temporal.worker",
                    "healthcheckPath": "/health",
                    "restartPolicyType": "ON_FAILURE",
                    "restartPolicyMaxRetries": 10
                  },
                  "source": {
                    "image": "ghcr.io/airweave-ai/airweave-backend:v0.9.73"
                  },
                  "variables": {
                    "PORT": {
                      "isOptional": false,
                      "description": "Worker health endpoint port, used by Railway's health check - leave as is",
                      "defaultValue": "8888"
                    },
                    "SVIX_URL": {
                      "isOptional": false,
                      "description": "Same as the Backend service",
                      "defaultValue": "${{Backend.SVIX_URL}}"
                    },
                    "VESPA_URL": {
                      "isOptional": false,
                      "description": "Same as the Backend service",
                      "defaultValue": "${{Backend.VESPA_URL}}"
                    },
                    "REDIS_HOST": {
                      "isOptional": false,
                      "description": "Same as the Backend service",
                      "defaultValue": "${{Backend.REDIS_HOST}}"
                    },
                    "REDIS_PORT": {
                      "isOptional": false,
                      "description": "Same as the Backend service",
                      "defaultValue": "${{Backend.REDIS_PORT}}"
                    },
                    "VESPA_PORT": {
                      "isOptional": false,
                      "description": "Same as the Backend service",
                      "defaultValue": "${{Backend.VESPA_PORT}}"
                    },
                    "ENVIRONMENT": {
                      "isOptional": false,
                      "description": "Same as the Backend service",
                      "defaultValue": "${{Backend.ENVIRONMENT}}"
                    },
                    "POSTGRES_DB": {
                      "isOptional": false,
                      "description": "Same as the Backend service",
                      "defaultValue": "${{Backend.POSTGRES_DB}}"
                    },
                    "API_FULL_URL": {
                      "isOptional": false,
                      "description": "Same as the Backend service",
                      "defaultValue": "${{Backend.API_FULL_URL}}"
                    },
                    "APP_FULL_URL": {
                      "isOptional": false,
                      "description": "Same as the Backend service",
                      "defaultValue": "${{Backend.APP_FULL_URL}}"
                    },
                    "AUTH_ENABLED": {
                      "isOptional": false,
                      "description": "Same as the Backend service",
                      "defaultValue": "${{Backend.AUTH_ENABLED}}"
                    },
                    "STATE_SECRET": {
                      "isOptional": false,
                      "description": "Same as the Backend service",
                      "defaultValue": "${{Backend.STATE_SECRET}}"
                    },
                    "STORAGE_PATH": {
                      "isOptional": false,
                      "description": "Same as the Backend service",
                      "defaultValue": "${{Backend.STORAGE_PATH}}"
                    },
                    "POSTGRES_HOST": {
                      "isOptional": false,
                      "description": "Same as the Backend service",
                      "defaultValue": "${{Backend.POSTGRES_HOST}}"
                    },
                    "POSTGRES_PORT": {
                      "isOptional": false,
                      "description": "Same as the Backend service",
                      "defaultValue": "${{Backend.POSTGRES_PORT}}"
                    },
                    "POSTGRES_USER": {
                      "isOptional": false,
                      "description": "Same as the Backend service",
                      "defaultValue": "${{Backend.POSTGRES_USER}}"
                    },
                    "TEMPORAL_HOST": {
                      "isOptional": false,
                      "description": "Same as the Backend service",
                      "defaultValue": "${{Backend.TEMPORAL_HOST}}"
                    },
                    "TEMPORAL_PORT": {
                      "isOptional": false,
                      "description": "Same as the Backend service",
                      "defaultValue": "${{Backend.TEMPORAL_PORT}}"
                    },
                    "DENSE_EMBEDDER": {
                      "isOptional": false,
                      "description": "Same as the Backend service",
                      "defaultValue": "${{Backend.DENSE_EMBEDDER}}"
                    },
                    "ENCRYPTION_KEY": {
                      "isOptional": false,
                      "description": "Same as the Backend service",
                      "defaultValue": "${{Backend.ENCRYPTION_KEY}}"
                    },
                    "OPENAI_API_KEY": {
                      "isOptional": false,
                      "description": "Same as the Backend service",
                      "defaultValue": "${{Backend.OPENAI_API_KEY}}"
                    },
                    "REDIS_PASSWORD": {
                      "isOptional": false,
                      "description": "Same as the Backend service",
                      "defaultValue": "${{Backend.REDIS_PASSWORD}}"
                    },
                    "FIRST_SUPERUSER": {
                      "isOptional": false,
                      "description": "Same as the Backend service",
                      "defaultValue": "${{Backend.FIRST_SUPERUSER}}"
                    },
                    "MISTRAL_API_KEY": {
                      "isOptional": false,
                      "description": "Same as the Backend service",
                      "defaultValue": "${{Backend.MISTRAL_API_KEY}}"
                    },
                    "SPARSE_EMBEDDER": {
                      "isOptional": false,
                      "description": "Same as the Backend service",
                      "defaultValue": "${{Backend.SPARSE_EMBEDDER}}"
                    },
                    "STORAGE_BACKEND": {
                      "isOptional": false,
                      "description": "Same as the Backend service",
                      "defaultValue": "${{Backend.STORAGE_BACKEND}}"
                    },
                    "SVIX_JWT_SECRET": {
                      "isOptional": false,
                      "description": "Same as the Backend service",
                      "defaultValue": "${{Backend.SVIX_JWT_SECRET}}"
                    },
                    "TOGETHER_API_KEY": {
                      "isOptional": false,
                      "description": "Same as the Backend service",
                      "defaultValue": "${{Backend.TOGETHER_API_KEY}}"
                    },
                    "ANALYTICS_ENABLED": {
                      "isOptional": false,
                      "description": "Same as the Backend service",
                      "defaultValue": "${{Backend.ANALYTICS_ENABLED}}"
                    },
                    "ANTHROPIC_API_KEY": {
                      "isOptional": false,
                      "description": "Same as the Backend service",
                      "defaultValue": "${{Backend.ANTHROPIC_API_KEY}}"
                    },
                    "POSTGRES_PASSWORD": {
                      "isOptional": false,
                      "description": "Same as the Backend service",
                      "defaultValue": "${{Backend.POSTGRES_PASSWORD}}"
                    },
                    "LLM_FALLBACK_CHAIN": {
                      "isOptional": false,
                      "description": "Same as the Backend service",
                      "defaultValue": "${{Backend.LLM_FALLBACK_CHAIN}}"
                    },
                    "EMBEDDING_DIMENSIONS": {
                      "isOptional": false,
                      "description": "Same as the Backend service",
                      "defaultValue": "${{Backend.EMBEDDING_DIMENSIONS}}"
                    },
                    "FIRST_SUPERUSER_PASSWORD": {
                      "isOptional": false,
                      "description": "Same as the Backend service",
                      "defaultValue": "${{Backend.FIRST_SUPERUSER_PASSWORD}}"
                    },
                    "RAILWAY_HEALTHCHECK_TIMEOUT_SEC": {
                      "isOptional": false,
                      "description": "Time for the worker to connect to Temporal",
                      "defaultValue": "300"
                    }
                  },
                  "networking": {
                    "serviceDomains": {}
                  },
                  "volumeMounts": {
                    "82397615-585f-4379-9b86-a73318231367": {
                      "mountPath": "/data"
                    }
                  }
                },
                "e85326c2-d2ee-4327-988f-e29f488a81c8": {
                  "icon": "https://raw.githubusercontent.com/nomideusz/airweave-railway/main/icon.svg",
                  "name": "Backend",
                  "build": {},
                  "deploy": {
                    "startCommand": "uvicorn airweave.main:app --host 0.0.0.0 --port 8001",
                    "healthcheckPath": "/health/ready",
                    "restartPolicyType": "ON_FAILURE",
                    "restartPolicyMaxRetries": 10
                  },
                  "source": {
                    "image": "ghcr.io/airweave-ai/airweave-backend:v0.9.73"
                  },
                  "variables": {
                    "PORT": {
                      "isOptional": false,
                      "description": "Port the API listens on - leave as is",
                      "defaultValue": "8001"
                    },
                    "SVIX_URL": {
                      "isOptional": false,
                      "description": "Svix webhook server on the private network",
                      "defaultValue": "http://${{Svix.RAILWAY_PRIVATE_DOMAIN}}:8071"
                    },
                    "VESPA_URL": {
                      "isOptional": false,
                      "description": "Vespa search index on the private network",
                      "defaultValue": "http://${{Vespa.RAILWAY_PRIVATE_DOMAIN}}"
                    },
                    "REDIS_HOST": {
                      "isOptional": false,
                      "description": "Redis on the private network",
                      "defaultValue": "${{Redis.RAILWAY_PRIVATE_DOMAIN}}"
                    },
                    "REDIS_PORT": {
                      "isOptional": false,
                      "description": "Redis port",
                      "defaultValue": "6379"
                    },
                    "VESPA_PORT": {
                      "isOptional": false,
                      "description": "Vespa query and document API port",
                      "defaultValue": "8081"
                    },
                    "ENVIRONMENT": {
                      "isOptional": false,
                      "description": "Airweave's self-hosted mode: bring-your-own OAuth apps for OAuth sources, local file storage",
                      "defaultValue": "self-hosted"
                    },
                    "POSTGRES_DB": {
                      "isOptional": false,
                      "description": "Database name",
                      "defaultValue": "${{Postgres.POSTGRES_DB}}"
                    },
                    "API_FULL_URL": {
                      "isOptional": false,
                      "description": "Public API URL (OAuth callbacks, links) - change the domain if you add a custom one",
                      "defaultValue": "https://${{Airweave.RAILWAY_PUBLIC_DOMAIN}}/api"
                    },
                    "APP_FULL_URL": {
                      "isOptional": false,
                      "description": "Public app URL - change the domain if you add a custom one",
                      "defaultValue": "https://${{Airweave.RAILWAY_PUBLIC_DOMAIN}}"
                    },
                    "AUTH_ENABLED": {
                      "isOptional": false,
                      "description": "Airweave's own login needs an Auth0 tenant; off here, the Airweave gateway's password and API key protect the API instead",
                      "defaultValue": "false"
                    },
                    "STATE_SECRET": {
                      "isOptional": false,
                      "description": "Signs OAuth state tokens when connecting sources",
                      "defaultValue": "{{STATE_SECRET}}"
                    },
                    "STORAGE_PATH": {
                      "isOptional": false,
                      "description": "Where raw sync data lives (the Worker's volume)",
                      "defaultValue": "/data/airweave-storage"
                    },
                    "POSTGRES_HOST": {
                      "isOptional": false,
                      "description": "Postgres on the private network",
                      "defaultValue": "${{Postgres.RAILWAY_PRIVATE_DOMAIN}}"
                    },
                    "POSTGRES_PORT": {
                      "isOptional": false,
                      "description": "Postgres port",
                      "defaultValue": "5432"
                    },
                    "POSTGRES_USER": {
                      "isOptional": false,
                      "description": "Database user",
                      "defaultValue": "${{Postgres.POSTGRES_USER}}"
                    },
                    "TEMPORAL_HOST": {
                      "isOptional": false,
                      "description": "Temporal (sync orchestration) on the private network",
                      "defaultValue": "${{Temporal.RAILWAY_PRIVATE_DOMAIN}}"
                    },
                    "TEMPORAL_PORT": {
                      "isOptional": false,
                      "description": "Temporal gRPC port",
                      "defaultValue": "7233"
                    },
                    "DENSE_EMBEDDER": {
                      "isOptional": false,
                      "description": "Embedding model: mistral_embed (1024 dims), openai_text_embedding_3_small (1536) or openai_text_embedding_3_large (3072). Fixed after the first sync",
                      "defaultValue": "mistral_embed"
                    },
                    "ENCRYPTION_KEY": {
                      "isOptional": false,
                      "description": "Fernet key that encrypts stored source credentials. BACK IT UP - changing it makes every connected source unreadable",
                      "defaultValue": "{{ENCRYPTION_KEY}}"
                    },
                    "OPENAI_API_KEY": {
                      "isOptional": true,
                      "description": "Optional: OpenAI key, only if you switch DENSE_EMBEDDER to an OpenAI model before the first deploy",
                      "defaultValue": ""
                    },
                    "REDIS_PASSWORD": {
                      "isOptional": false,
                      "description": "Redis password",
                      "defaultValue": "${{Redis.REDIS_PASSWORD}}"
                    },
                    "FIRST_SUPERUSER": {
                      "isOptional": false,
                      "description": "Email of the built-in admin account all requests act as (shown in the app; any valid address)",
                      "defaultValue": "admin@example.org"
                    },
                    "MISTRAL_API_KEY": {
                      "isOptional": false,
                      "description": "Mistral API key (required): embeddings (mistral-embed), OCR of PDFs and images, and the classic/agentic search LLM. Get one at console.mistral.ai",
                      "defaultValue": "{{MISTRAL_API_KEY}}"
                    },
                    "SPARSE_EMBEDDER": {
                      "isOptional": false,
                      "description": "Keyword (BM25) embedder, runs locally",
                      "defaultValue": "fastembed_bm25"
                    },
                    "STORAGE_BACKEND": {
                      "isOptional": false,
                      "description": "Raw sync data is written by the Worker to its volume",
                      "defaultValue": "filesystem"
                    },
                    "SVIX_JWT_SECRET": {
                      "isOptional": false,
                      "description": "Shared secret for the Svix API",
                      "defaultValue": "${{Svix.SVIX_JWT_SECRET}}"
                    },
                    "TOGETHER_API_KEY": {
                      "isOptional": true,
                      "description": "Optional: Together AI key, fallback LLM for classic and agentic search",
                      "defaultValue": ""
                    },
                    "ANALYTICS_ENABLED": {
                      "isOptional": false,
                      "description": "Send anonymous usage analytics to Airweave's PostHog - off by default",
                      "defaultValue": "false"
                    },
                    "ANTHROPIC_API_KEY": {
                      "isOptional": true,
                      "description": "Optional: Anthropic key, fallback LLM for classic and agentic search",
                      "defaultValue": ""
                    },
                    "POSTGRES_PASSWORD": {
                      "isOptional": false,
                      "description": "Database password",
                      "defaultValue": "${{Postgres.POSTGRES_PASSWORD}}"
                    },
                    "LLM_FALLBACK_CHAIN": {
                      "isOptional": false,
                      "description": "Search LLM chain (classic/agentic tiers); entries without an API key are skipped",
                      "defaultValue": "mistral:mistral-large,anthropic:claude-sonnet-4.6,together:zai-glm-5"
                    },
                    "EMBEDDING_DIMENSIONS": {
                      "isOptional": false,
                      "description": "Embedding size, set on the Vespa service so the search schema matches",
                      "defaultValue": "${{Vespa.EMBEDDING_DIMENSIONS}}"
                    },
                    "FIRST_SUPERUSER_PASSWORD": {
                      "isOptional": false,
                      "description": "Auto-generated password of the built-in admin record (required by Airweave, not used to sign in)",
                      "defaultValue": "{{FIRST_SUPERUSER_PASSWORD}}"
                    },
                    "RAILWAY_HEALTHCHECK_TIMEOUT_SEC": {
                      "isOptional": false,
                      "description": "The first boot runs 150+ database migrations before the health check can pass",
                      "defaultValue": "600"
                    }
                  },
                  "networking": {
                    "serviceDomains": {}
                  },
                  "volumeMounts": {}
                },
                "ff3b34d8-d9a1-4bc3-bc1f-627abc1c6a74": {
                  "icon": "https://devicons.railway.app/i/postgresql.svg",
                  "name": "Postgres",
                  "build": {},
                  "deploy": {
                    "startCommand": "/bin/sh -c \"echo 'CREATE DATABASE svix;' > /docker-entrypoint-initdb.d/10-svix.sql && exec docker-entrypoint.sh postgres -c max_connections=200\"",
                    "healthcheckPath": null,
                    "restartPolicyType": "ON_FAILURE",
                    "restartPolicyMaxRetries": 10
                  },
                  "source": {
                    "image": "postgres:16.15"
                  },
                  "variables": {
                    "PGDATA": {
                      "isOptional": false,
                      "description": "Data subdirectory - keeps Postgres happy on Railway volumes",
                      "defaultValue": "/var/lib/postgresql/data/pgdata"
                    },
                    "POSTGRES_DB": {
                      "isOptional": false,
                      "description": "Database name",
                      "defaultValue": "airweave"
                    },
                    "POSTGRES_USER": {
                      "isOptional": false,
                      "description": "Database user",
                      "defaultValue": "airweave"
                    },
                    "POSTGRES_PASSWORD": {
                      "isOptional": false,
                      "description": "Auto-generated database password",
                      "defaultValue": "{{POSTGRES_PASSWORD}}"
                    },
                    "RAILWAY_DEPLOYMENT_DRAINING_SECONDS": {
                      "isOptional": false,
                      "description": "Time for Postgres to shut down cleanly on redeploy",
                      "defaultValue": "60"
                    }
                  },
                  "networking": {
                    "serviceDomains": {}
                  },
                  "volumeMounts": {
                    "b1453ca3-e088-4dba-919a-84442b737220": {
                      "mountPath": "/var/lib/postgresql/data"
                    }
                  }
                }
              }
            }
          }
        }
      }
    }
  },
  "post_deploy": {
    "healthcheck": {
      "service": "Airweave",
      "method": "GET",
      "path": "/healthz",
      "expect_status": 200
    }
  },
  "resources": {
    "expected_services": 8,
    "needs_volume": true
  },
  "generated_at": "2026-10-12T10:14:39.640Z",
  "generator_version": "0.1.0",
  "status": "degraded",
  "validated_at": "2026-10-12T07:49:29.759Z",
  "success_rate_30d": 0,
  "validation": {
    "last_run_id": "run_4c82df4e4f9044678080",
    "checks": [
      {
        "name": "workflow_completed",
        "passed": true
      },
      {
        "name": "all_services_deployed",
        "passed": false,
        "detail": "SUCCESS,DEPLOYING,QUEUED,QUEUED,SUCCESS,SUCCESS,SUCCESS,SUCCESS"
      }
    ]
  }
}