{ "manifest_version": "1.0.0", "template": { "id": "bce16e9f-0944-4eb2-98a1-631b9021d9c9", "slug": "automem-ai-memory-service", "name": "AutoMem - AI Memory Service", "description": "Graph-vector memory service for AI assistants: https://automem.ai/", "url": "https://railway.com/deploy/automem-ai-memory-service", "upstream": { "image": "ghcr.io/verygoodplugins/mcp-automem:stable" } }, "services": [ { "name": "mcp-automem", "source": { "image": "ghcr.io/verygoodplugins/mcp-automem:stable" }, "needs_volume": false, "http": true }, { "name": "qdrant", "source": { "image": "qdrant/qdrant" }, "needs_volume": true, "volume_mount_path": "/qdrant/storage", "http": false }, { "name": "automem", "source": { "image": "ghcr.io/verygoodplugins/automem:stable" }, "needs_volume": false, "http": true }, { "name": "falkordb", "source": { "image": "falkordb/falkordb:latest" }, "needs_volume": true, "volume_mount_path": "/var/lib/falkordb/data", "http": true } ], "required_inputs": [ { "key": "PORT", "service": "mcp-automem", "description": "MCP bridge port.", "secret": false, "strategy": "default", "default": "8080" }, { "key": "AUTOMEM_API_URL", "service": "mcp-automem", "description": "Internal URL for the AutoMem API service.", "secret": false, "strategy": "railway_provided", "railway_source": "railway_private_domain" }, { "key": "AUTOMEM_API_TOKEN", "service": "mcp-automem", "description": "Reuse the main API token from memory-service.", "secret": true, "strategy": "railway_provided", "railway_source": "reference_variable" }, { "key": "HEALTH_TIMEOUT_MS", "service": "mcp-automem", "description": "Timeout for health probes against the AutoMem API.", "secret": false, "strategy": "default", "default": "5000" }, { "key": "UPSTREAM_TIMEOUT_MS", "service": "mcp-automem", "description": "Timeout for upstream AutoMem API calls.", "secret": false, "strategy": "default", "default": "15000" }, { "key": "UPSTREAM_MAX_RETRIES", "service": "mcp-automem", "description": "Retry count for transient upstream failures.", "secret": false, "strategy": "default", "default": "5" }, { "key": "HEALTH_PROBE_INTERVAL_MS", "service": "mcp-automem", "description": "Background health probe interval in milliseconds.", "secret": false, "strategy": "default", "default": "30000" }, { "key": "PORT", "service": "qdrant", "description": "Qdrant HTTP API port.", "secret": false, "strategy": "default", "default": "6333" }, { "key": "QDRANT__SERVICE__HOST", "service": "qdrant", "description": "Required on Railway. Enables dual-stack IPv6/IPv4 binding for internal networking.", "secret": false, "strategy": "default", "default": "::" }, { "key": "PORT", "service": "automem", "description": "API port. Required so internal services like mcp-automem can connect reliably.", "secret": false, "strategy": "default", "default": "8001" }, { "key": "QDRANT_HOST", "service": "automem", "description": "Internal hostname for the in-project Qdrant service.", "secret": false, "strategy": "railway_provided", "railway_source": "railway_private_domain" }, { "key": "QDRANT_PORT", "service": "automem", "description": "Qdrant port for internal networking.", "secret": false, "strategy": "default", "default": "6333" }, { "key": "VECTOR_SIZE", "service": "automem", "description": "Default embedding dimension. Matches voyage-4 and the current recommended default.", "secret": false, "strategy": "default", "default": "1024" }, { "key": "VOYAGE_MODEL", "service": "automem", "description": "Voyage embedding model. voyage-4 with VECTOR_SIZE=1024 is the current recommended default.", "secret": false, "strategy": "default", "default": "voyage-4" }, { "key": "FALKORDB_HOST", "service": "automem", "description": "Internal hostname for the FalkorDB service.", "secret": false, "strategy": "railway_provided", "railway_source": "railway_private_domain" }, { "key": "FALKORDB_PORT", "service": "automem", "description": "FalkorDB port.", "secret": false, "strategy": "default", "default": "6379" }, { "key": "FALKORDB_GRAPH", "service": "automem", "description": "Graph name used for memory storage.", "secret": false, "strategy": "default", "default": "memories" }, { "key": "ADMIN_API_TOKEN", "service": "automem", "description": "Admin token for /enrichment and /admin endpoints.", "secret": true, "strategy": "generate", "generate": "random_base64_32" }, { "key": "EMBEDDING_MODEL", "service": "automem", "description": "OpenAI embedding model used when OpenAI is selected. Use text-embedding-3-small for 1536d.", "secret": false, "strategy": "default", "default": "text-embedding-3-small" }, { "key": "AUTOMEM_API_TOKEN", "service": "automem", "description": "API token for memory operations. Use in MCP clients and direct API calls.", "secret": true, "strategy": "generate", "generate": "random_base64_32" }, { "key": "FALKORDB_PASSWORD", "service": "automem", "description": "Password pulled from the FalkorDB service.", "secret": true, "strategy": "railway_provided", "railway_source": "reference_variable" }, { "key": "QDRANT_COLLECTION", "service": "automem", "description": "Qdrant collection name for embeddings.", "secret": false, "strategy": "default", "default": "memories" }, { "key": "EMBEDDING_PROVIDER", "service": "automem", "description": "Default provider strategy. Prefers Voyage if VOYAGE_API_KEY is set, then OpenAI, then local fallbacks.", "secret": false, "strategy": "default", "default": "auto" }, { "key": "ENABLE_GRAPH_VIEWER", "service": "automem", "description": "Keep /viewer compatibility routes enabled on the API.", "secret": false, "strategy": "default", "default": "true" }, { "key": "CLASSIFICATION_MODEL", "service": "automem", "description": "Default classification model for memory typing. Cheap and aligned with current code defaults.", "secret": false, "strategy": "default", "default": "gpt-5.4-mini" }, { "key": "VECTOR_SIZE_AUTODETECT", "service": "automem", "description": "Safely adopt an existing Qdrant collection dimension instead of failing on mismatch.", "secret": false, "strategy": "default", "default": "true" }, { "key": "PORT", "service": "falkordb", "description": "Service port exposed by Railway for FalkorDB.", "secret": false, "strategy": "default", "default": "6379" }, { "key": "REDIS_ARGS", "service": "falkordb", "description": "Persistence settings: snapshot + append-only log.", "secret": false, "strategy": "default", "default": "--save 60 1 --appendonly yes --appendfsync everysec" }, { "key": "FALKOR_PORT", "service": "falkordb", "description": "FalkorDB Redis protocol port.", "secret": false, "strategy": "default", "default": "6379" }, { "key": "FALKOR_PASSWORD", "service": "falkordb", "description": "Auto-generated password for FalkorDB access.", "secret": true, "strategy": "generate", "generate": "strong_password" }, { "key": "FALKOR_USERNAME", "service": "falkordb", "description": "Default FalkorDB username.", "secret": false, "strategy": "default", "default": "default" } ], "deploy": { "mcp": { "server": "railway", "tool": "deploy_template", "args": { "template_code": "automem-ai-memory-service" } }, "cli": "railway deploy --template automem-ai-memory-service", "api": { "method": "POST", "path": "/graphql/v2", "body": { "query": "mutation templateDeploy($input: TemplateDeployV2Input!) { templateDeployV2(input: $input) { projectId workflowId } }", "variables": { "input": { "templateId": "bce16e9f-0944-4eb2-98a1-631b9021d9c9", "serializedConfig": { "services": { "4f847376-1a10-41b8-9906-19eb77fe2558": { "icon": "https://automem.ai/favicon.svg", "name": "mcp-automem", "deploy": { "healthcheckPath": "/health" }, "source": { "image": "ghcr.io/verygoodplugins/mcp-automem:stable", "autoUpdates": { "type": "patch", "schedule": [ { "day": 0, "endHour": 6, "startHour": 2 }, { "day": 1, "endHour": 6, "startHour": 2 }, { "day": 2, "endHour": 6, "startHour": 2 }, { "day": 3, "endHour": 6, "startHour": 2 }, { "day": 4, "endHour": 6, "startHour": 2 }, { "day": 5, "endHour": 6, "startHour": 2 }, { "day": 6, "endHour": 6, "startHour": 2 } ] } }, "variables": { "PORT": { "description": "MCP bridge port.", "defaultValue": "8080" }, "AUTOMEM_API_URL": { "description": "Internal URL for the AutoMem API service.", "defaultValue": "http://${{ automem.RAILWAY_PRIVATE_DOMAIN }}:8001" }, "AUTOMEM_API_TOKEN": { "description": "Reuse the main API token from memory-service.", "defaultValue": "${{ automem.AUTOMEM_API_TOKEN }}" }, "HEALTH_TIMEOUT_MS": { "description": "Timeout for health probes against the AutoMem API.", "defaultValue": "5000" }, "UPSTREAM_TIMEOUT_MS": { "description": "Timeout for upstream AutoMem API calls.", "defaultValue": "15000" }, "UPSTREAM_MAX_RETRIES": { "description": "Retry count for transient upstream failures.", "defaultValue": "5" }, "HEALTH_PROBE_INTERVAL_MS": { "description": "Background health probe interval in milliseconds.", "defaultValue": "30000" } }, "networking": { "serviceDomains": { ":8080": { "port": 8080 } } } }, "659561dd-2d79-496c-af71-336e1e7ffe3e": { "icon": "https://baserow-backend-production20240528124524339000000001.s3.amazonaws.com/user_files/Vec9NwWHVhPfcIA13JVAB9rhAgwzvzit_157f6775a84e1fae8b4c803a487bdbcfc529c18533a28f5cb894faf6560b0576.png", "name": "qdrant", "source": { "image": "qdrant/qdrant" }, "variables": { "PORT": { "description": "Qdrant HTTP API port.", "defaultValue": "6333" }, "QDRANT__SERVICE__HOST": { "description": "Required on Railway. Enables dual-stack IPv6/IPv4 binding for internal networking.", "defaultValue": "::" } }, "volumeMounts": { "659561dd-2d79-496c-af71-336e1e7ffe3e": { "mountPath": "/qdrant/storage", "backupSchedules": [ "DAILY" ] } } }, "a5f3f8b6-0262-4813-a6ae-ca26ad0f569f": { "icon": "https://automem.ai/favicon.svg", "name": "automem", "deploy": { "healthcheckPath": "/health" }, "source": { "image": "ghcr.io/verygoodplugins/automem:stable", "autoUpdates": { "type": "patch", "schedule": [ { "day": 0, "endHour": 6, "startHour": 2 }, { "day": 1, "endHour": 6, "startHour": 2 }, { "day": 2, "endHour": 6, "startHour": 2 }, { "day": 3, "endHour": 6, "startHour": 2 }, { "day": 4, "endHour": 6, "startHour": 2 }, { "day": 5, "endHour": 6, "startHour": 2 }, { "day": 6, "endHour": 6, "startHour": 2 } ] } }, "variables": { "PORT": { "description": "API port. Required so internal services like mcp-automem can connect reliably.", "defaultValue": "8001" }, "QDRANT_URL": { "isOptional": true, "description": "Optional override for Qdrant Cloud. Leave blank to use the in-project qdrant service instead.", "defaultValue": "" }, "QDRANT_HOST": { "description": "Internal hostname for the in-project Qdrant service.", "defaultValue": "${{ qdrant.RAILWAY_PRIVATE_DOMAIN }}" }, "QDRANT_PORT": { "description": "Qdrant port for internal networking.", "defaultValue": "6333" }, "VECTOR_SIZE": { "description": "Default embedding dimension. Matches voyage-4 and the current recommended default.", "defaultValue": "1024" }, "VOYAGE_MODEL": { "isOptional": true, "description": "Voyage embedding model. voyage-4 with VECTOR_SIZE=1024 is the current recommended default.", "defaultValue": "voyage-4" }, "FALKORDB_HOST": { "description": "Internal hostname for the FalkorDB service.", "defaultValue": "${{ falkordb.RAILWAY_PRIVATE_DOMAIN }}" }, "FALKORDB_PORT": { "description": "FalkorDB port.", "defaultValue": "6379" }, "FALKORDB_GRAPH": { "description": "Graph name used for memory storage.", "defaultValue": "memories" }, "OPENAI_API_KEY": { "isOptional": true, "description": "Optional OpenAI key for embeddings and classification. Required unless you use Voyage or another provider.", "defaultValue": "" }, "QDRANT_API_KEY": { "isOptional": true, "description": "Optional Qdrant API key. Only needed for Qdrant Cloud or protected external Qdrant.", "defaultValue": "" }, "VOYAGE_API_KEY": { "isOptional": true, "description": "Optional Voyage API key. If set, EMBEDDING_PROVIDER=auto will prefer Voyage.", "defaultValue": "" }, "ADMIN_API_TOKEN": { "description": "Admin token for /enrichment and /admin endpoints.", "defaultValue": "{{ADMIN_API_TOKEN}}" }, "EMBEDDING_MODEL": { "isOptional": true, "description": "OpenAI embedding model used when OpenAI is selected. Use text-embedding-3-small for 1536d.", "defaultValue": "text-embedding-3-small" }, "OPENAI_BASE_URL": { "isOptional": true, "description": "Optional custom OpenAI-compatible endpoint (OpenRouter, LiteLLM, vLLM, Azure, etc.).", "defaultValue": "" }, "GRAPH_VIEWER_URL": { "isOptional": true, "description": "Optional standalone graph-viewer URL. Leave blank unless you deploy the public viewer service (https://github.com/verygoodplugins/automem-graph-viewer).", "defaultValue": "" }, "AUTOMEM_API_TOKEN": { "description": "API token for memory operations. Use in MCP clients and direct API calls.", "defaultValue": "{{AUTOMEM_API_TOKEN}}" }, "FALKORDB_PASSWORD": { "description": "Password pulled from the FalkorDB service.", "defaultValue": "${{ falkordb.FALKOR_PASSWORD }}" }, "QDRANT_COLLECTION": { "description": "Qdrant collection name for embeddings.", "defaultValue": "memories" }, "EMBEDDING_PROVIDER": { "description": "Default provider strategy. Prefers Voyage if VOYAGE_API_KEY is set, then OpenAI, then local fallbacks.", "defaultValue": "auto" }, "ENABLE_GRAPH_VIEWER": { "isOptional": true, "description": "Keep /viewer compatibility routes enabled on the API.", "defaultValue": "true" }, "CLASSIFICATION_MODEL": { "isOptional": true, "description": "Default classification model for memory typing. Cheap and aligned with current code defaults.", "defaultValue": "gpt-5.4-mini" }, "VECTOR_SIZE_AUTODETECT": { "description": "Safely adopt an existing Qdrant collection dimension instead of failing on mismatch.", "defaultValue": "true" }, "VIEWER_ALLOWED_ORIGINS": { "isOptional": true, "description": "Optional comma-separated CORS allowlist for the standalone graph-viewer.", "defaultValue": "" } }, "networking": { "serviceDomains": { ":8001": { "port": 8001 } } } }, "b0e29c45-bd5e-4830-9bbb-cc934841f6de": { "icon": "https://files.isdev.co/api/public/dl/_8kKqA9Z/RailwayIcons/FalkorDB.png", "name": "falkordb", "deploy": { "startCommand": null, "healthcheckPath": "" }, "source": { "image": "falkordb/falkordb:latest" }, "variables": { "PORT": { "description": "Service port exposed by Railway for FalkorDB.", "defaultValue": "6379" }, "REDIS_ARGS": { "isOptional": false, "description": "Persistence settings: snapshot + append-only log.", "defaultValue": "--save 60 1 --appendonly yes --appendfsync everysec" }, "FALKOR_PORT": { "isOptional": false, "description": "FalkorDB Redis protocol port.", "defaultValue": "6379" }, "FALKOR_PASSWORD": { "isOptional": false, "description": "Auto-generated password for FalkorDB access.", "defaultValue": "{{FALKOR_PASSWORD}}" }, "FALKOR_USERNAME": { "description": "Default FalkorDB username.", "defaultValue": "default" } }, "networking": { "serviceDomains": { "": {} } }, "volumeMounts": { "b0e29c45-bd5e-4830-9bbb-cc934841f6de": { "mountPath": "/var/lib/falkordb/data", "backupSchedules": [ "DAILY" ] } } } } } } } } } }, "post_deploy": { "healthcheck": { "service": "mcp-automem", "method": "GET", "path": "/health", "expect_status": 200 } }, "resources": { "expected_services": 4, "needs_volume": true }, "generated_at": "2026-09-11T22:14:37.124Z", "generator_version": "0.1.0", "status": "validated", "validated_at": "2026-09-12T01:02:29.032Z", "success_rate_30d": 1, "validation": { "last_run_id": "run_48e2b5a938414596a201", "checks": [ { "name": "workflow_completed", "passed": true }, { "name": "all_services_deployed", "passed": true }, { "name": "healthcheck", "passed": true }, { "name": "stays_up", "passed": true } ], "typical_ready_seconds": 127, "typical_build_seconds": 0, "typical_start_seconds": 10, "slowest_service": "mcp-automem" } }