{
  "manifest_version": "1.0.0",
  "template": {
    "id": "78269f46-68dd-4851-9b6a-c1afbf4f17d4",
    "slug": "vanna-ai-template",
    "name": "vanna ai",
    "description": "Deploy and Host vanna ai with Railway",
    "url": "https://railway.com/deploy/vanna-ai-template",
    "upstream": {
      "repo_url": "https://github.com/aymensakka/vanna-railway-template"
    }
  },
  "services": [
    {
      "name": "vanna-railway-template",
      "source": {
        "repo": "https://github.com/aymensakka/vanna-railway-template"
      },
      "needs_volume": false,
      "http": true
    }
  ],
  "required_inputs": [
    {
      "key": "QDRANT_URL",
      "service": "vanna-railway-template",
      "description": "Provide a value for QDRANT_URL.",
      "secret": false,
      "strategy": "default",
      "default": "Qdrant Cloud cluster URL (required if using Qdrant). Get one at https://cloud.qdrant.io/"
    },
    {
      "key": "LLM_PROVIDER",
      "service": "vanna-railway-template",
      "description": "Provide a value for LLM_PROVIDER.",
      "secret": false,
      "strategy": "default",
      "default": "openai or anthropic"
    },
    {
      "key": "OPENAI_MODEL",
      "service": "vanna-railway-template",
      "description": "Provide a value for OPENAI_MODEL.",
      "secret": false,
      "strategy": "default",
      "default": "gpt-4"
    },
    {
      "key": "DATABASE_PATH",
      "service": "vanna-railway-template",
      "description": "Provide a value for DATABASE_PATH.",
      "secret": false,
      "strategy": "default",
      "default": "./data.db"
    },
    {
      "key": "OPENAI_API_KEY",
      "service": "vanna-railway-template",
      "description": "Provide a value for OPENAI_API_KEY.",
      "secret": true,
      "strategy": "default",
      "default": "Your OpenAI API key (required if using OpenAI). Get one at https://platform.openai.com/api-keys"
    },
    {
      "key": "QDRANT_API_KEY",
      "service": "vanna-railway-template",
      "description": "Provide a value for QDRANT_API_KEY.",
      "secret": true,
      "strategy": "default",
      "default": "Qdrant Cloud API key (required if using Qdrant)"
    },
    {
      "key": "ANTHROPIC_MODEL",
      "service": "vanna-railway-template",
      "description": "Provide a value for ANTHROPIC_MODEL.",
      "secret": false,
      "strategy": "default",
      "default": "claude-haiku-4-5-20250529"
    },
    {
      "key": "ANTHROPIC_API_KEY",
      "service": "vanna-railway-template",
      "description": "Provide a value for ANTHROPIC_API_KEY.",
      "secret": true,
      "strategy": "default",
      "default": "Your Anthropic API key (required if using Anthropic). Get one at https://console.anthropic.com/"
    },
    {
      "key": "CHROMA_COLLECTION",
      "service": "vanna-railway-template",
      "description": "Provide a value for CHROMA_COLLECTION.",
      "secret": false,
      "strategy": "default",
      "default": " vanna_context"
    },
    {
      "key": "QDRANT_COLLECTION",
      "service": "vanna-railway-template",
      "description": "Provide a value for QDRANT_COLLECTION.",
      "secret": false,
      "strategy": "default",
      "default": "Qdrant collection name for embeddings"
    },
    {
      "key": "VECTOR_STORE_TYPE",
      "service": "vanna-railway-template",
      "description": "Provide a value for VECTOR_STORE_TYPE.",
      "secret": false,
      "strategy": "default",
      "default": "Vector database: chromadb (local), qdrant-cloud (managed), or pgvector (PostgreSQL)"
    },
    {
      "key": "CHROMA_PERSIST_DIR",
      "service": "vanna-railway-template",
      "description": "Provide a value for CHROMA_PERSIST_DIR.",
      "secret": false,
      "strategy": "default",
      "default": "./chroma_data"
    }
  ],
  "deploy": {
    "mcp": {
      "server": "railway",
      "tool": "deploy_template",
      "args": {
        "template_code": "vanna-ai-template"
      }
    },
    "cli": "railway deploy --template vanna-ai-template",
    "api": {
      "method": "POST",
      "path": "/graphql/v2",
      "body": {
        "query": "mutation templateDeploy($input: TemplateDeployV2Input!) { templateDeployV2(input: $input) { projectId workflowId } }",
        "variables": {
          "input": {
            "templateId": "78269f46-68dd-4851-9b6a-c1afbf4f17d4",
            "serializedConfig": {
              "buckets": {},
              "services": {
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                  "icon": null,
                  "name": "vanna-railway-template",
                  "deploy": {
                    "startCommand": null,
                    "healthcheckPath": null,
                    "restartPolicyType": "ON_FAILURE",
                    "restartPolicyMaxRetries": 10
                  },
                  "source": {
                    "repo": "https://github.com/aymensakka/vanna-railway-template",
                    "rootDirectory": null
                  },
                  "variables": {
                    "QDRANT_URL": {
                      "isOptional": false,
                      "description": "",
                      "defaultValue": "Qdrant Cloud cluster URL (required if using Qdrant). Get one at https://cloud.qdrant.io/"
                    },
                    "LLM_PROVIDER": {
                      "isOptional": false,
                      "description": "",
                      "defaultValue": "openai or anthropic"
                    },
                    "OPENAI_MODEL": {
                      "isOptional": false,
                      "description": "",
                      "defaultValue": "gpt-4"
                    },
                    "DATABASE_PATH": {
                      "isOptional": false,
                      "description": "",
                      "defaultValue": "./data.db"
                    },
                    "OPENAI_API_KEY": {
                      "isOptional": false,
                      "description": "",
                      "defaultValue": "Your OpenAI API key (required if using OpenAI). Get one at https://platform.openai.com/api-keys"
                    },
                    "QDRANT_API_KEY": {
                      "isOptional": false,
                      "description": "",
                      "defaultValue": "Qdrant Cloud API key (required if using Qdrant)"
                    },
                    "ANTHROPIC_MODEL": {
                      "isOptional": false,
                      "description": "",
                      "defaultValue": "claude-haiku-4-5-20250529"
                    },
                    "ANTHROPIC_API_KEY": {
                      "isOptional": false,
                      "description": "",
                      "defaultValue": "Your Anthropic API key (required if using Anthropic). Get one at https://console.anthropic.com/"
                    },
                    "CHROMA_COLLECTION": {
                      "isOptional": false,
                      "description": "",
                      "defaultValue": " vanna_context"
                    },
                    "QDRANT_COLLECTION": {
                      "isOptional": false,
                      "description": "",
                      "defaultValue": "Qdrant collection name for embeddings"
                    },
                    "VECTOR_STORE_TYPE": {
                      "isOptional": false,
                      "description": "",
                      "defaultValue": "Vector database: chromadb (local), qdrant-cloud (managed), or pgvector (PostgreSQL)"
                    },
                    "CHROMA_PERSIST_DIR": {
                      "isOptional": false,
                      "description": "",
                      "defaultValue": "./chroma_data"
                    }
                  },
                  "networking": {
                    "serviceDomains": {
                      "<hasDomain>": {}
                    }
                  }
                }
              }
            }
          }
        }
      }
    }
  },
  "post_deploy": {},
  "resources": {
    "expected_services": 1,
    "needs_volume": false
  },
  "generated_at": "2026-09-20T16:14:49.616Z",
  "generator_version": "0.1.0",
  "status": "degraded",
  "validated_at": "2026-09-18T16:39:33.660Z",
  "success_rate_30d": 0,
  "validation": {
    "last_run_id": "run_30bc93d5c7564dc1a4a6",
    "checks": [
      {
        "name": "workflow_completed",
        "passed": false,
        "detail": "Repository \"aymensakka/vanna-railway-template\" not found or is not accessible"
      }
    ]
  }
}