From 0afb740a8e87e7b9dacb77a7715fe9ce3cf2e7d4 Mon Sep 17 00:00:00 2001 From: "github-merge-queue[bot]" Date: Fri, 12 Sep 2025 17:25:56 +0000 Subject: [PATCH] deploy: e8a23195271ccd908bf748ff44690d5ed1ec9f13 --- 404.html | 4 +- agent-tutorial.html | 4 +- agents-tools.html | 4 +- agents.html | 4 +- api-build.html | 4 +- api-files.html | 4 +- api-flows-run.html | 4 +- api-flows.html | 4 +- api-keys-and-authentication.html | 4 +- api-logs.html | 4 +- api-monitor.html | 4 +- api-projects.html | 4 +- api-reference-api-examples.html | 4 +- api-users.html | 4 +- api.html | 4 +- api/add-server.html | 4 +- api/add-user.html | 4 +- api/auto-login.html | 4 +- api/build-flow.html | 4 +- api/build-public-tmp.html | 4 +- api/build-vertex-stream.html | 4 +- api/build-vertex.html | 4 +- api/cancel-build.html | 4 +- api/check-if-store-has-api-key.html | 4 +- api/check-if-store-is-enabled.html | 4 +- api/check-installed-mcp-servers.html | 4 +- api/create-api-key-route.html | 4 +- api/create-flow.html | 4 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concepts-voice-mode.html | 4 +- configuration-cli.html | 4 +- configuration-custom-database.html | 4 +- configuration-global-variables.html | 75 +++++++------------ contributing-bundles.html | 4 +- contributing-community.html | 4 +- contributing-component-tests.html | 4 +- contributing-components.html | 4 +- contributing-github-issues.html | 4 +- contributing-how-to-contribute.html | 4 +- contributing-telemetry.html | 4 +- contributing-templates.html | 4 +- data-types.html | 4 +- deployment-architecture.html | 4 +- deployment-caddyfile.html | 4 +- deployment-docker.html | 4 +- deployment-gcp.html | 4 +- deployment-hugging-face-spaces.html | 4 +- deployment-kubernetes-dev.html | 4 +- deployment-kubernetes-prod.html | 4 +- deployment-overview.html | 4 +- deployment-prod-best-practices.html | 4 +- deployment-public-server.html | 4 +- deployment-railway.html | 4 +- deployment-render.html | 4 +- develop-application.html | 4 +- enterprise-database-guide.html | 4 +- environment-variables.html 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search.html | 4 +- session-id.html | 4 +- sitemap.xml | 2 +- troubleshoot.html | 4 +- typescript-client.html | 4 +- webhook.html | 4 +- 273 files changed, 601 insertions(+), 605 deletions(-) create mode 100644 assets/css/styles.79069821.css delete mode 100644 assets/css/styles.9488e50d.css delete mode 100644 assets/js/16ceb5d2.5dc54cce.js create mode 100644 assets/js/16ceb5d2.5e136772.js rename assets/js/{2ab0d4f5.10c9b2f6.js => 2ab0d4f5.4e475696.js} (50%) delete mode 100644 assets/js/56350599.2c78f81a.js create mode 100644 assets/js/56350599.359d82ad.js create mode 100644 assets/js/6d20d6ec.09a7e86e.js delete mode 100644 assets/js/6d20d6ec.cc0ea13d.js rename assets/js/{e3230154.126cbc92.js => e3230154.93237aca.js} (98%) rename assets/js/{e6c6a4d2.aa87f68a.js => e6c6a4d2.f15453c7.js} (56%) delete mode 100644 assets/js/f735f5f3.82190a3e.js create mode 100644 assets/js/f735f5f3.88533d24.js rename assets/js/{runtime~main.299616b1.js => runtime~main.e77c9791.js} (97%) diff --git a/404.html 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Recommended to be disabled (false) in production for security reasons."]})]}),(0,s.jsxs)(o.tr,{children:[(0,s.jsx)(o.td,{children:(0,s.jsx)(o.code,{children:"LANGFLOW_FALLBACK_TO_ENV_VAR"})}),(0,s.jsx)(o.td,{children:"Boolean"}),(0,s.jsx)(o.td,{children:"True"}),(0,s.jsxs)(o.td,{children:["If enabled, ",(0,s.jsx)(o.a,{href:"/configuration-global-variables",children:"global variables"})," set in your Langflow ",(0,s.jsx)(o.strong,{children:"Settings"})," can use an environment variable with the same name if Langflow can't retrieve the variable value from the global variables."]})]}),(0,s.jsxs)(o.tr,{children:[(0,s.jsx)(o.td,{children:(0,s.jsx)(o.code,{children:"LANGFLOW_FRONTEND_PATH"})}),(0,s.jsx)(o.td,{children:"String"}),(0,s.jsx)(o.td,{children:(0,s.jsx)(o.code,{children:"./frontend"})}),(0,s.jsxs)(o.td,{children:["Path to the frontend directory containing build files. This is for development purposes only. See ",(0,s.jsx)(o.a,{href:"/configuration-cli#langflow-run",children:(0,s.jsx)(o.code,{children:"langflow run"})}),"."]})]}),(0,s.jsxs)(o.tr,{children:[(0,s.jsx)(o.td,{children:(0,s.jsx)(o.code,{children:"LANGFLOW_HEALTH_CHECK_MAX_RETRIES"})}),(0,s.jsx)(o.td,{children:"Integer"}),(0,s.jsx)(o.td,{children:(0,s.jsx)(o.code,{children:"5"})}),(0,s.jsxs)(o.td,{children:["Set the maximum number of retries for the health check. See ",(0,s.jsx)(o.a,{href:"/configuration-cli#langflow-run",children:(0,s.jsx)(o.code,{children:"langflow run"})}),"."]})]}),(0,s.jsxs)(o.tr,{children:[(0,s.jsx)(o.td,{children:(0,s.jsx)(o.code,{children:"LANGFLOW_HOST"})}),(0,s.jsx)(o.td,{children:"String"}),(0,s.jsx)(o.td,{children:(0,s.jsx)(o.code,{children:"localhost"})}),(0,s.jsxs)(o.td,{children:["The host on which the Langflow server will run. 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Note that this feature only works if ",(0,s.jsx)(o.code,{children:"LANGFLOW_AUTO_LOGIN"})," is enabled."]})]}),(0,s.jsxs)(o.tr,{children:[(0,s.jsx)(o.td,{children:(0,s.jsx)(o.code,{children:"LANGFLOW_WORKER_TIMEOUT"})}),(0,s.jsx)(o.td,{children:"Integer"}),(0,s.jsx)(o.td,{children:(0,s.jsx)(o.code,{children:"300"})}),(0,s.jsx)(o.td,{children:"Worker timeout in seconds."})]}),(0,s.jsxs)(o.tr,{children:[(0,s.jsx)(o.td,{children:(0,s.jsx)(o.code,{children:"LANGFLOW_WORKERS"})}),(0,s.jsx)(o.td,{children:"Integer"}),(0,s.jsx)(o.td,{children:(0,s.jsx)(o.code,{children:"1"})}),(0,s.jsx)(o.td,{children:"Number of worker processes."})]}),(0,s.jsxs)(o.tr,{children:[(0,s.jsx)(o.td,{children:(0,s.jsx)(o.code,{children:"LANGFLOW_SSL_CERT_FILE"})}),(0,s.jsx)(o.td,{children:"String"}),(0,s.jsx)(o.td,{children:"Not set"}),(0,s.jsx)(o.td,{children:"Path to the SSL certificate file on the local system."})]}),(0,s.jsxs)(o.tr,{children:[(0,s.jsx)(o.td,{children:(0,s.jsx)(o.code,{children:"LANGFLOW_SSL_KEY_FILE"})}),(0,s.jsx)(o.td,{children:"String"}),(0,s.jsx)(o.td,{children:"Not set"}),(0,s.jsx)(o.td,{children:"Path to the SSL key file on the local system."})]}),(0,s.jsxs)(o.tr,{children:[(0,s.jsx)(o.td,{children:(0,s.jsx)(o.code,{children:"LANGFLOW_SKIP_AUTH_AUTO_LOGIN"})}),(0,s.jsx)(o.td,{children:"Boolean"}),(0,s.jsx)(o.td,{children:"True"}),(0,s.jsxs)(o.td,{children:["See ",(0,s.jsx)(o.a,{href:"/api-keys-and-authentication#langflow-auto-login",children:(0,s.jsx)(o.code,{children:"LANGFLOW_AUTO_LOGIN"})}),"."]})]})]})]}),"\n",(0,s.jsx)(o.h2,{id:"configure-env-overrideconf-and-tasksjson-files",children:"Configure .env, override.conf, and tasks.json files"}),"\n",(0,s.jsx)(o.p,{children:"The following examples show how to configure Langflow using environment variables in different scenarios."}),"\n",(0,s.jsxs)(c.A,{children:[(0,s.jsxs)(i.A,{value:"env",label:".env file",default:!0,children:[(0,s.jsxs)(o.p,{children:["The ",(0,s.jsx)(o.code,{children:".env"})," file is a text file that contains key-value pairs of environment variables."]}),(0,s.jsxs)(o.p,{children:["Create or edit a ",(0,s.jsx)(o.code,{children:".env"})," file in the root directory of your application or Langflow environment, and then add your configuration variables to the file:"]}),(0,s.jsx)(h.Code,{codeConfig:u,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",title:'".env"',focus:"",code:{lines:[{tokens:[{content:"DO_NOT_TRACK=True",props:{}}]},{tokens:[{content:"LANGFLOW_AUTO_LOGIN=False",props:{}}]},{tokens:[{content:"LANGFLOW_AUTO_SAVING=True",props:{}}]},{tokens:[{content:"LANGFLOW_AUTO_SAVING_INTERVAL=1000",props:{}}]},{tokens:[{content:"LANGFLOW_BACKEND_ONLY=False",props:{}}]},{tokens:[{content:'LANGFLOW_BUNDLE_URLS=["https://github.com/user/repo/commit/hash"]',props:{}}]},{tokens:[{content:"LANGFLOW_CACHE_TYPE=async",props:{}}]},{tokens:[{content:"LANGFLOW_COMPONENTS_PATH=/path/to/components/",props:{}}]},{tokens:[{content:"LANGFLOW_CONFIG_DIR=/path/to/config/",props:{}}]},{tokens:[{content:"LANGFLOW_DATABASE_URL=postgresql://user:password@localhost:5432/langflow",props:{}}]},{tokens:[{content:"LANGFLOW_DEV=False",props:{}}]},{tokens:[{content:"LANGFLOW_FALLBACK_TO_ENV_VAR=False",props:{}}]},{tokens:[{content:"LANGFLOW_HEALTH_CHECK_MAX_RETRIES=5",props:{}}]},{tokens:[{content:"LANGFLOW_HOST=localhost",props:{}}]},{tokens:[{content:"LANGFLOW_LANGCHAIN_CACHE=InMemoryCache",props:{}}]},{tokens:[{content:"LANGFLOW_MAX_FILE_SIZE_UPLOAD=10000",props:{}}]},{tokens:[{content:"LANGFLOW_MAX_ITEMS_LENGTH=100",props:{}}]},{tokens:[{content:"LANGFLOW_MAX_TEXT_LENGTH=1000",props:{}}]},{tokens:[{content:"LANGFLOW_LOG_LEVEL=error",props:{}}]},{tokens:[{content:"LANGFLOW_OPEN_BROWSER=False",props:{}}]},{tokens:[{content:"LANGFLOW_PORT=7860",props:{}}]},{tokens:[{content:"LANGFLOW_REMOVE_API_KEYS=False",props:{}}]},{tokens:[{content:"LANGFLOW_SAVE_DB_IN_CONFIG_DIR=True",props:{}}]},{tokens:[{content:"LANGFLOW_SECRET_KEY=somesecretkey",props:{}}]},{tokens:[{content:"LANGFLOW_STORE=True",props:{}}]},{tokens:[{content:"LANGFLOW_STORE_ENVIRONMENT_VARIABLES=True",props:{}}]},{tokens:[{content:"LANGFLOW_SUPERUSER=adminuser",props:{}}]},{tokens:[{content:"LANGFLOW_SUPERUSER_PASSWORD=adminpass",props:{}}]},{tokens:[{content:"LANGFLOW_WORKER_TIMEOUT=60000",props:{}}]},{tokens:[{content:"LANGFLOW_WORKERS=3",props:{}}]}],lang:"text"},annotations:[]}]})]}),(0,s.jsxs)(i.A,{value:"systemd",label:"Systemd service",children:[(0,s.jsx)(o.p,{children:"A systemd service configuration file configures Linux system services."}),(0,s.jsxs)(o.p,{children:["To add environment variables, create or edit a service configuration file and add an ",(0,s.jsx)(o.code,{children:"override.conf"})," file. This file allows you to override the default environment variables for the 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If false, webhooks run as flow owner without authentication."})]})]})]}),"\n",(0,s.jsxs)(n.p,{children:["For detailed information about authentication configuration, see ",(0,s.jsx)(n.a,{href:"/api-keys-and-authentication",children:"API keys and authentication"}),"."]}),"\n",(0,s.jsx)(n.h3,{id:"caching-configuration",children:"Caching configuration"}),"\n",(0,s.jsxs)(n.table,{children:[(0,s.jsx)(n.thead,{children:(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.th,{children:"Variable"}),(0,s.jsx)(n.th,{children:"Format"}),(0,s.jsx)(n.th,{children:"Default"}),(0,s.jsx)(n.th,{children:"Description"})]})}),(0,s.jsxs)(n.tbody,{children:[(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"LANGFLOW_CACHE_TYPE"})}),(0,s.jsx)(n.td,{children:"String"}),(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"async"})}),(0,s.jsxs)(n.td,{children:["Set the cache type for Langflow. Possible values: ",(0,s.jsx)(n.code,{children:"async"}),", ",(0,s.jsx)(n.code,{children:"redis"}),", ",(0,s.jsx)(n.code,{children:"memory"}),", ",(0,s.jsx)(n.code,{children:"disk"}),". If you set the type to ",(0,s.jsx)(n.code,{children:"redis"}),", then you must also set the following environment variables: ",(0,s.jsx)(n.code,{children:"LANGFLOW_REDIS_HOST"}),", ",(0,s.jsx)(n.code,{children:"LANGFLOW_REDIS_PORT"}),", ",(0,s.jsx)(n.code,{children:"LANGFLOW_REDIS_DB"}),", and ",(0,s.jsx)(n.code,{children:"LANGFLOW_REDIS_CACHE_EXPIRE"}),". See also ",(0,s.jsx)(n.a,{href:"/configuration-cli#langflow-run",children:(0,s.jsx)(n.code,{children:"langflow run"})}),"."]})]}),(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"LANGFLOW_LANGCHAIN_CACHE"})}),(0,s.jsx)(n.td,{children:"String"}),(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"InMemoryCache"})}),(0,s.jsxs)(n.td,{children:["Type of cache storage to use, separate from ",(0,s.jsx)(n.code,{children:"LANGFLOW_CACHE_TYPE"}),". Possible values: ",(0,s.jsx)(n.code,{children:"InMemoryCache"}),", ",(0,s.jsx)(n.code,{children:"SQLiteCache"}),". See ",(0,s.jsx)(n.a,{href:"/memory#configure-cache-memory",children:"Cache configuration"}),"."]})]}),(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"LANGFLOW_REDIS_HOST"})}),(0,s.jsx)(n.td,{children:"String"}),(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"localhost"})}),(0,s.jsxs)(n.td,{children:["Redis host for cache. See ",(0,s.jsx)(n.code,{children:"LANGFLOW_CACHE_TYPE"}),"."]})]}),(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"LANGFLOW_REDIS_PORT"})}),(0,s.jsx)(n.td,{children:"String"}),(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"6379"})}),(0,s.jsxs)(n.td,{children:["Redis port for cache. See ",(0,s.jsx)(n.code,{children:"LANGFLOW_CACHE_TYPE"}),"."]})]}),(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"LANGFLOW_REDIS_DB"})}),(0,s.jsx)(n.td,{children:"Integer"}),(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"0"})}),(0,s.jsxs)(n.td,{children:["Redis database number for cache. See ",(0,s.jsx)(n.code,{children:"LANGFLOW_CACHE_TYPE"}),"."]})]}),(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"LANGFLOW_REDIS_PASSWORD"})}),(0,s.jsx)(n.td,{children:"String"}),(0,s.jsx)(n.td,{children:"Not set"}),(0,s.jsx)(n.td,{children:"Password for Redis authentication when using Redis cache type."})]}),(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"LANGFLOW_REDIS_CACHE_EXPIRE"})}),(0,s.jsx)(n.td,{children:"Integer"}),(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"3600"})}),(0,s.jsxs)(n.td,{children:["Cache expiration time in seconds. See ",(0,s.jsx)(n.code,{children:"LANGFLOW_CACHE_TYPE"}),"."]})]})]})]}),"\n",(0,s.jsxs)(n.p,{children:["For detailed information about cache configuration, see ",(0,s.jsx)(n.a,{href:"/memory#configure-cache-memory",children:"Memory management options"}),"."]}),"\n",(0,s.jsx)(n.h3,{id:"database-configuration",children:"Database configuration"}),"\n",(0,s.jsxs)(n.table,{children:[(0,s.jsx)(n.thead,{children:(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.th,{children:"Variable"}),(0,s.jsx)(n.th,{children:"Format"}),(0,s.jsx)(n.th,{children:"Default"}),(0,s.jsx)(n.th,{children:"Description"})]})}),(0,s.jsxs)(n.tbody,{children:[(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"LANGFLOW_DATABASE_URL"})}),(0,s.jsx)(n.td,{children:"String"}),(0,s.jsx)(n.td,{children:"Not set"}),(0,s.jsxs)(n.td,{children:["Set the database URL for Langflow. If not provided, Langflow uses a SQLite database. See ",(0,s.jsx)(n.a,{href:"/memory#configure-external-memory",children:"Database configuration"}),"."]})]}),(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"LANGFLOW_DATABASE_CONNECTION_RETRY"})}),(0,s.jsx)(n.td,{children:"Boolean"}),(0,s.jsx)(n.td,{children:"False"}),(0,s.jsx)(n.td,{children:"Whether to retry lost connections to the Langflow database. If true, Langflow tries to connect to the database again if the connection fails."})]}),(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"LANGFLOW_DB_CONNECT_TIMEOUT"})}),(0,s.jsx)(n.td,{children:"Integer"}),(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"30"})}),(0,s.jsx)(n.td,{children:"The number of seconds to wait before giving up on a lock to be released or establishing a connection to the database."})]}),(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"LANGFLOW_DB_CONNECTION_SETTINGS"})}),(0,s.jsx)(n.td,{children:"JSON"}),(0,s.jsx)(n.td,{children:"Not set"}),(0,s.jsxs)(n.td,{children:["A JSON dictionary to centralize database connection parameters. Example: ",(0,s.jsx)(n.code,{children:'{"pool_size": 20, "max_overflow": 30}'}),". See ",(0,s.jsx)(n.a,{href:"/memory#configure-the-external-database-connection",children:"Database configuration"}),"."]})]}),(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"LANGFLOW_DB_POOL_SIZE"})}),(0,s.jsx)(n.td,{children:"Integer"}),(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"20"})}),(0,s.jsxs)(n.td,{children:[(0,s.jsx)(n.strong,{children:"DEPRECATED:"})," Use ",(0,s.jsx)(n.code,{children:"LANGFLOW_DB_CONNECTION_SETTINGS"})," instead. The number of connections to keep open in the connection pool."]})]}),(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"LANGFLOW_DB_MAX_OVERFLOW"})}),(0,s.jsx)(n.td,{children:"Integer"}),(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"30"})}),(0,s.jsxs)(n.td,{children:[(0,s.jsx)(n.strong,{children:"DEPRECATED:"})," Use ",(0,s.jsx)(n.code,{children:"LANGFLOW_DB_CONNECTION_SETTINGS"})," instead. The number of connections to allow that can be opened beyond the pool size."]})]}),(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"LANGFLOW_SAVE_DB_IN_CONFIG_DIR"})}),(0,s.jsx)(n.td,{children:"Boolean"}),(0,s.jsx)(n.td,{children:"False"}),(0,s.jsxs)(n.td,{children:["If false (default), the Langflow database is saved in the ",(0,s.jsx)(n.code,{children:"langflow"})," root directory. This means the database isn't shared between different virtual environments, and the database is deleted when you uninstall Langflow. If true, the database is saved in the ",(0,s.jsx)(n.code,{children:"LANGFLOW_CONFIG_DIR"}),"."]})]}),(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"LANGFLOW_USE_NOOP_DATABASE"})}),(0,s.jsx)(n.td,{children:"Boolean"}),(0,s.jsx)(n.td,{children:"False"}),(0,s.jsx)(n.td,{children:"If true, disables all database operations and uses a no-op session. Useful for testing."})]})]})]}),"\n",(0,s.jsxs)(n.p,{children:["For detailed information about database configuration, see ",(0,s.jsx)(n.a,{href:"/memory",children:"Memory management options"}),"."]}),"\n",(0,s.jsx)(n.h3,{id:"file-and-data-management",children:"File and data management"}),"\n",(0,s.jsxs)(n.table,{children:[(0,s.jsx)(n.thead,{children:(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.th,{children:"Variable"}),(0,s.jsx)(n.th,{children:"Format"}),(0,s.jsx)(n.th,{children:"Default"}),(0,s.jsx)(n.th,{children:"Description"})]})}),(0,s.jsxs)(n.tbody,{children:[(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"LANGFLOW_CONFIG_DIR"})}),(0,s.jsx)(n.td,{children:"String"}),(0,s.jsx)(n.td,{children:"Varies"}),(0,s.jsxs)(n.td,{children:["Set the Langflow configuration directory where files, logs, and the Langflow database are stored. Default path depends on your installation. See ",(0,s.jsx)(n.a,{href:"/concepts-flows#flow-storage-and-logs",children:"Flow storage and logs"}),"."]})]}),(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"LANGFLOW_COMPONENTS_PATH"})}),(0,s.jsx)(n.td,{children:"String"}),(0,s.jsx)(n.td,{children:"Not set"}),(0,s.jsx)(n.td,{children:"Path to the directory containing custom components."})]}),(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"LANGFLOW_FRONTEND_PATH"})}),(0,s.jsx)(n.td,{children:"String"}),(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"./frontend"})}),(0,s.jsxs)(n.td,{children:["Path to the frontend directory containing build files. This is for development purposes only. See ",(0,s.jsx)(n.a,{href:"/configuration-cli#langflow-run",children:(0,s.jsx)(n.code,{children:"langflow run"})}),"."]})]}),(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"LANGFLOW_MAX_FILE_SIZE_UPLOAD"})}),(0,s.jsx)(n.td,{children:"Integer"}),(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"100"})}),(0,s.jsxs)(n.td,{children:["Set the maximum file size for the upload in megabytes. See ",(0,s.jsx)(n.a,{href:"/configuration-cli#langflow-run",children:(0,s.jsx)(n.code,{children:"langflow run"})}),"."]})]}),(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"LANGFLOW_MAX_ITEMS_LENGTH"})}),(0,s.jsx)(n.td,{children:"Integer"}),(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"100"})}),(0,s.jsx)(n.td,{children:"Maximum number of items to store and display in the visual editor. Lists longer than this will be truncated when displayed in the visual editor. Doesn't affect data passed between components nor outputs."})]}),(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"LANGFLOW_MAX_TEXT_LENGTH"})}),(0,s.jsx)(n.td,{children:"Integer"}),(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"1000"})}),(0,s.jsx)(n.td,{children:"Maximum number of characters to store and display in the visual editor. Responses longer than this will be truncated when displayed in the visual editor. Doesn't truncate responses between components nor outputs."})]}),(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"LANGFLOW_STORAGE_TYPE"})}),(0,s.jsx)(n.td,{children:"String"}),(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"local"})}),(0,s.jsx)(n.td,{children:"Type of storage to use for file uploads and data."})]}),(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"LANGFLOW_MAX_TRANSACTIONS_TO_KEEP"})}),(0,s.jsx)(n.td,{children:"Integer"}),(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"3000"})}),(0,s.jsx)(n.td,{children:"Maximum number of transactions to keep in the database."})]}),(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"LANGFLOW_MAX_VERTEX_BUILDS_TO_KEEP"})}),(0,s.jsx)(n.td,{children:"Integer"}),(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"3000"})}),(0,s.jsx)(n.td,{children:"Maximum number of vertex builds to keep in the database."})]}),(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"LANGFLOW_MAX_VERTEX_BUILDS_PER_VERTEX"})}),(0,s.jsx)(n.td,{children:"Integer"}),(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"2"})}),(0,s.jsx)(n.td,{children:"Maximum number of builds to keep per vertex. Older builds will be deleted."})]})]})]}),"\n",(0,s.jsx)(n.h3,{id:"flow-and-project-management",children:"Flow and project management"}),"\n",(0,s.jsxs)(n.table,{children:[(0,s.jsx)(n.thead,{children:(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.th,{children:"Variable"}),(0,s.jsx)(n.th,{children:"Format"}),(0,s.jsx)(n.th,{children:"Default"}),(0,s.jsx)(n.th,{children:"Description"})]})}),(0,s.jsxs)(n.tbody,{children:[(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"LANGFLOW_AUTO_SAVING"})}),(0,s.jsx)(n.td,{children:"Boolean"}),(0,s.jsx)(n.td,{children:"True"}),(0,s.jsx)(n.td,{children:"Enable flow auto-saving."})]}),(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"LANGFLOW_AUTO_SAVING_INTERVAL"})}),(0,s.jsx)(n.td,{children:"Integer"}),(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"1000"})}),(0,s.jsx)(n.td,{children:"Set the interval for flow auto-saving in milliseconds."})]}),(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"LANGFLOW_BUNDLE_URLS"})}),(0,s.jsx)(n.td,{children:"List[String]"}),(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"[]"})}),(0,s.jsx)(n.td,{children:"A list of URLs from which to load component bundles and flows. Supports GitHub URLs. If LANGFLOW_AUTO_LOGIN is enabled, flows from these bundles are loaded into the database."})]}),(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"LANGFLOW_LOAD_FLOWS_PATH"})}),(0,s.jsx)(n.td,{children:"String"}),(0,s.jsx)(n.td,{children:"Not set"}),(0,s.jsxs)(n.td,{children:["Path to a directory containing flow JSON files to be loaded on startup. Note that this feature only works if ",(0,s.jsx)(n.code,{children:"LANGFLOW_AUTO_LOGIN"})," is enabled."]})]}),(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"LANGFLOW_CREATE_STARTER_PROJECTS"})}),(0,s.jsx)(n.td,{children:"Boolean"}),(0,s.jsx)(n.td,{children:"True"}),(0,s.jsxs)(n.td,{children:["Whether to create templates during initialization. If false, Langflow doesn't create templates, and ",(0,s.jsx)(n.code,{children:"LANGFLOW_UPDATE_STARTER_PROJECTS"})," is treated as false."]})]}),(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"LANGFLOW_UPDATE_STARTER_PROJECTS"})}),(0,s.jsx)(n.td,{children:"Boolean"}),(0,s.jsx)(n.td,{children:"True"}),(0,s.jsx)(n.td,{children:"Whether to update templates with the latest component versions when initializing after an upgrade."})]}),(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"LANGFLOW_LAZY_LOAD_COMPONENTS"})}),(0,s.jsx)(n.td,{children:"Boolean"}),(0,s.jsx)(n.td,{children:"False"}),(0,s.jsx)(n.td,{children:"If true, Langflow only partially loads components at startup and fully loads them on demand. This significantly reduces startup time but may cause a slight delay when a component is first used."})]}),(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"LANGFLOW_EVENT_DELIVERY"})}),(0,s.jsx)(n.td,{children:"String"}),(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"streaming"})}),(0,s.jsx)(n.td,{children:"How to deliver build events to the frontend. Can be 'polling', 'streaming' or 'direct'."})]})]})]}),"\n",(0,s.jsx)(n.h3,{id:"global-variables-and-environment-variables-interaction",children:"Global variables and environment variables interaction"}),"\n",(0,s.jsxs)(n.p,{children:["For detailed information about how global and environment variables interact, see ",(0,s.jsx)(n.a,{href:"/configuration-global-variables",children:"Global variables"}),"."]}),"\n",(0,s.jsx)(n.h3,{id:"logging",children:"Logging configuration"}),"\n",(0,s.jsxs)(n.p,{children:["For detailed information about logging configuration, including environment variables, see ",(0,s.jsx)(n.a,{href:"/logging#configure-log-options",children:"Configure log options"}),"."]}),"\n",(0,s.jsx)(n.h3,{id:"mcp",children:"MCP (Model Context Protocol)"}),"\n",(0,s.jsxs)(n.p,{children:["The following environment variables set behaviors related to your Langflow projects' MCP servers.\nFor detailed information about MCP server configuration, see ",(0,s.jsx)(n.a,{href:"/mcp-server#mcp-server-configuration",children:"Use Langflow as an MCP server"}),"."]}),"\n",(0,s.jsxs)(n.table,{children:[(0,s.jsx)(n.thead,{children:(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.th,{children:"Variable"}),(0,s.jsx)(n.th,{children:"Format"}),(0,s.jsx)(n.th,{children:"Default"}),(0,s.jsx)(n.th,{children:"Description"})]})}),(0,s.jsxs)(n.tbody,{children:[(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"LANGFLOW_MCP_SERVER_ENABLED"})}),(0,s.jsx)(n.td,{children:"Boolean"}),(0,s.jsx)(n.td,{children:"True"}),(0,s.jsx)(n.td,{children:"If this option is set to False, Langflow doesn't enable the MCP server."})]}),(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"LANGFLOW_MCP_SERVER_ENABLE_PROGRESS_NOTIFICATIONS"})}),(0,s.jsx)(n.td,{children:"Boolean"}),(0,s.jsx)(n.td,{children:"False"}),(0,s.jsx)(n.td,{children:"If this option is set to True, Langflow sends progress notifications in the MCP server."})]}),(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"LANGFLOW_MCP_SERVER_TIMEOUT"})}),(0,s.jsx)(n.td,{children:"Integer"}),(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"20"})}),(0,s.jsx)(n.td,{children:"The number of seconds to wait before timing out MCP server operations."})]}),(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"LANGFLOW_MCP_MAX_SESSIONS_PER_SERVER"})}),(0,s.jsx)(n.td,{children:"Integer"}),(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"10"})}),(0,s.jsx)(n.td,{children:"Maximum number of MCP sessions to keep per unique server."})]})]})]}),"\n",(0,s.jsx)(n.h3,{id:"monitoring-and-metrics",children:"Monitoring and metrics"}),"\n",(0,s.jsxs)(n.p,{children:["For environment variables for specific monitoring service providers, see the Langflow monitoring integration guides, such as ",(0,s.jsx)(n.a,{href:"/integrations-langfuse",children:"Langfuse"}),"."]}),"\n",(0,s.jsxs)(n.table,{children:[(0,s.jsx)(n.thead,{children:(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.th,{children:"Variable"}),(0,s.jsx)(n.th,{children:"Format"}),(0,s.jsx)(n.th,{children:"Default"}),(0,s.jsx)(n.th,{children:"Description"})]})}),(0,s.jsxs)(n.tbody,{children:[(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"LANGFLOW_PROMETHEUS_ENABLED"})}),(0,s.jsx)(n.td,{children:"Boolean"}),(0,s.jsx)(n.td,{children:"False"}),(0,s.jsx)(n.td,{children:"Expose Prometheus metrics."})]}),(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"LANGFLOW_PROMETHEUS_PORT"})}),(0,s.jsx)(n.td,{children:"Integer"}),(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"9090"})}),(0,s.jsx)(n.td,{children:"Set the port on which Langflow exposes Prometheus metrics."})]})]})]}),"\n",(0,s.jsx)(n.h3,{id:"other-environment-variables",children:"Other environment variables"}),"\n",(0,s.jsxs)(n.table,{children:[(0,s.jsx)(n.thead,{children:(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.th,{children:"Variable"}),(0,s.jsx)(n.th,{children:"Format"}),(0,s.jsx)(n.th,{children:"Default"}),(0,s.jsx)(n.th,{children:"Description"})]})}),(0,s.jsxs)(n.tbody,{children:[(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"LANGFLOW_STORE"})}),(0,s.jsx)(n.td,{children:"Boolean"}),(0,s.jsx)(n.td,{children:"True"}),(0,s.jsx)(n.td,{children:"Whether to enable the Langflow Store features."})]}),(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"LANGFLOW_STORE_URL"})}),(0,s.jsx)(n.td,{children:"String"}),(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"https://api.langflow.store"})}),(0,s.jsx)(n.td,{children:"URL for the Langflow Store API."})]}),(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"LANGFLOW_DOWNLOAD_WEBHOOK_URL"})}),(0,s.jsx)(n.td,{children:"String"}),(0,s.jsx)(n.td,{children:"Not set"}),(0,s.jsx)(n.td,{children:"Webhook URL for download events."})]}),(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"LANGFLOW_LIKE_WEBHOOK_URL"})}),(0,s.jsx)(n.td,{children:"String"}),(0,s.jsx)(n.td,{children:"Not set"}),(0,s.jsx)(n.td,{children:"Webhook URL for like events."})]}),(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"LANGFLOW_DEV"})}),(0,s.jsx)(n.td,{children:"Boolean"}),(0,s.jsx)(n.td,{children:"False"}),(0,s.jsx)(n.td,{children:"Enable development mode."})]}),(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"LANGFLOW_DEACTIVATE_TRACING"})}),(0,s.jsx)(n.td,{children:"Boolean"}),(0,s.jsx)(n.td,{children:"False"}),(0,s.jsx)(n.td,{children:"Deactivate tracing functionality."})]}),(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"LANGFLOW_CELERY_ENABLED"})}),(0,s.jsx)(n.td,{children:"Boolean"}),(0,s.jsx)(n.td,{children:"False"}),(0,s.jsx)(n.td,{children:"Enable Celery for distributed task processing."})]})]})]}),"\n",(0,s.jsx)(n.h3,{id:"public-flow-settings",children:"Public flow settings"}),"\n",(0,s.jsxs)(n.p,{children:["Public flows are flows that are exposed in shared Langflow playgrounds.\nFor detailed information about shared Playground configuration, see ",(0,s.jsx)(n.a,{href:"/concepts-playground#share-a-flows-playground",children:"Share a flow's Playground"}),"."]}),"\n",(0,s.jsxs)(n.table,{children:[(0,s.jsx)(n.thead,{children:(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.th,{children:"Variable"}),(0,s.jsx)(n.th,{children:"Format"}),(0,s.jsx)(n.th,{children:"Default"}),(0,s.jsx)(n.th,{children:"Description"})]})}),(0,s.jsxs)(n.tbody,{children:[(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"LANGFLOW_PUBLIC_FLOW_CLEANUP_INTERVAL"})}),(0,s.jsx)(n.td,{children:"Integer"}),(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"3600"})}),(0,s.jsx)(n.td,{children:"The interval in seconds at which public temporary flows will be cleaned up. Default is 1 hour (3600 seconds). Minimum is 600 seconds (10 minutes)."})]}),(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"LANGFLOW_PUBLIC_FLOW_EXPIRATION"})}),(0,s.jsx)(n.td,{children:"Integer"}),(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"86400"})}),(0,s.jsx)(n.td,{children:"The time in seconds after which a public temporary flow will be considered expired and eligible for cleanup. Default is 24 hours (86400 seconds). Minimum is 600 seconds (10 minutes)."})]})]})]}),"\n",(0,s.jsx)(n.h3,{id:"server-configuration",children:"Server configuration"}),"\n",(0,s.jsxs)(n.table,{children:[(0,s.jsx)(n.thead,{children:(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.th,{children:"Variable"}),(0,s.jsx)(n.th,{children:"Format"}),(0,s.jsx)(n.th,{children:"Default"}),(0,s.jsx)(n.th,{children:"Description"})]})}),(0,s.jsxs)(n.tbody,{children:[(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"LANGFLOW_HOST"})}),(0,s.jsx)(n.td,{children:"String"}),(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"localhost"})}),(0,s.jsxs)(n.td,{children:["The host on which the Langflow server will run. See ",(0,s.jsx)(n.a,{href:"/configuration-cli#langflow-run",children:(0,s.jsx)(n.code,{children:"langflow run"})}),"."]})]}),(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"LANGFLOW_PORT"})}),(0,s.jsx)(n.td,{children:"Integer"}),(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"7860"})}),(0,s.jsx)(n.td,{children:"The port on which the Langflow server runs. 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This file allows you to override the default environment variables for the service."]}),(0,s.jsx)(x.Code,{codeConfig:j,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",title:'"override.conf"',focus:"",code:{lines:[{tokens:[{content:"[Service]",props:{style:{color:"#FFA657"}}}]},{tokens:[{content:"Environment",props:{style:{color:"#FF7B72"}}},{content:"=",props:{style:{color:"#C9D1D9"}}},{content:'"DO_NOT_TRACK=true"',props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:"Environment",props:{style:{color:"#FF7B72"}}},{content:"=",props:{style:{color:"#C9D1D9"}}},{content:'"LANGFLOW_AUTO_LOGIN=false"',props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:"Environment",props:{style:{color:"#FF7B72"}}},{content:"=",props:{style:{color:"#C9D1D9"}}},{content:'"LANGFLOW_AUTO_SAVING=true"',props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:"Environment",props:{style:{color:"#FF7B72"}}},{content:"=",props:{style:{color:"#C9D1D9"}}},{content:'"LANGFLOW_AUTO_SAVING_INTERVAL=1000"',props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:"Environment",props:{style:{color:"#FF7B72"}}},{content:"=",props:{style:{color:"#C9D1D9"}}},{content:'"LANGFLOW_BACKEND_ONLY=false"',props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:"Environment",props:{style:{color:"#FF7B72"}}},{content:"=",props:{style:{color:"#C9D1D9"}}},{content:'"LANGFLOW_BUNDLE_URLS=[\\"',props:{style:{color:"#A5D6FF"}}},{content:"https://github.com/user/repo/commit/hash\\",props:{style:{color:"#C9D1D9"}}},{content:'"]"',props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:"Environment",props:{style:{color:"#FF7B72"}}},{content:"=",props:{style:{color:"#C9D1D9"}}},{content:'"LANGFLOW_CACHE_TYPE=async"',props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:"Environment",props:{style:{color:"#FF7B72"}}},{content:"=",props:{style:{color:"#C9D1D9"}}},{content:'"LANGFLOW_COMPONENTS_PATH=/path/to/components/"',props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:"Environment",props:{style:{color:"#FF7B72"}}},{content:"=",props:{style:{color:"#C9D1D9"}}},{content:'"LANGFLOW_CONFIG_DIR=/path/to/config"',props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:"Environment",props:{style:{color:"#FF7B72"}}},{content:"=",props:{style:{color:"#C9D1D9"}}},{content:'"LANGFLOW_DATABASE_URL=postgresql://user:password@localhost:5432/langflow"',props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:"Environment",props:{style:{color:"#FF7B72"}}},{content:"=",props:{style:{color:"#C9D1D9"}}},{content:'"LANGFLOW_DEV=false"',props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:"Environment",props:{style:{color:"#FF7B72"}}},{content:"=",props:{style:{color:"#C9D1D9"}}},{content:'"LANGFLOW_FALLBACK_TO_ENV_VAR=false"',props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:"Environment",props:{style:{color:"#FF7B72"}}},{content:"=",props:{style:{color:"#C9D1D9"}}},{content:'"LANGFLOW_HEALTH_CHECK_MAX_RETRIES=5"',props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:"Environment",props:{style:{color:"#FF7B72"}}},{content:"=",props:{style:{color:"#C9D1D9"}}},{content:'"LANGFLOW_HOST=localhost"',props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:"Environment",props:{style:{color:"#FF7B72"}}},{content:"=",props:{style:{color:"#C9D1D9"}}},{content:'"LANGFLOW_LANGCHAIN_CACHE=InMemoryCache"',props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:"Environment",props:{style:{color:"#FF7B72"}}},{content:"=",props:{style:{color:"#C9D1D9"}}},{content:'"LANGFLOW_MAX_FILE_SIZE_UPLOAD=10000"',props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:"Environment",props:{style:{color:"#FF7B72"}}},{content:"=",props:{style:{color:"#C9D1D9"}}},{content:'"LANGFLOW_MAX_ITEMS_LENGTH=100"',props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:"Environment",props:{style:{color:"#FF7B72"}}},{content:"=",props:{style:{color:"#C9D1D9"}}},{content:'"LANGFLOW_MAX_TEXT_LENGTH=1000"',props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:"Environment",props:{style:{color:"#FF7B72"}}},{content:"=",props:{style:{color:"#C9D1D9"}}},{content:'"LANGFLOW_LOG_ENV=container_json"',props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:"Environment",props:{style:{color:"#FF7B72"}}},{content:"=",props:{style:{color:"#C9D1D9"}}},{content:'"LANGFLOW_LOG_FILE=logs/langflow.log"',props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:"Environment",props:{style:{color:"#FF7B72"}}},{content:"=",props:{style:{color:"#C9D1D9"}}},{content:'"LANGFLOW_LOG_LEVEL=error"',props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:"Environment",props:{style:{color:"#FF7B72"}}},{content:"=",props:{style:{color:"#C9D1D9"}}},{content:'"LANGFLOW_OPEN_BROWSER=false"',props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:"Environment",props:{style:{color:"#FF7B72"}}},{content:"=",props:{style:{color:"#C9D1D9"}}},{content:'"LANGFLOW_PORT=7860"',props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:"Environment",props:{style:{color:"#FF7B72"}}},{content:"=",props:{style:{color:"#C9D1D9"}}},{content:'"LANGFLOW_REMOVE_API_KEYS=false"',props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:"Environment",props:{style:{color:"#FF7B72"}}},{conten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system:"}),"\n",(0,s.jsxs)(n.ul,{children:["\n",(0,s.jsxs)(n.li,{children:[(0,s.jsx)(n.strong,{children:"macOS Desktop"}),":",(0,s.jsx)(n.code,{children:"/Users//.langflow/cache"})]}),"\n",(0,s.jsxs)(n.li,{children:[(0,s.jsx)(n.strong,{children:"Windows Desktop"}),":",(0,s.jsx)(n.code,{children:"C:\\Users\\\\AppData\\Roaming\\com.Langflow\\cache"})]}),"\n",(0,s.jsxs)(n.li,{children:[(0,s.jsxs)(n.strong,{children:["OSS macOS/Windows/Linux/WSL (",(0,s.jsx)(n.code,{children:"uv pip install"}),")"]}),": ",(0,s.jsx)(n.code,{children:"/lib/python3.12/site-packages/langflow/cache"})]}),"\n",(0,s.jsxs)(n.li,{children:[(0,s.jsxs)(n.strong,{children:["OSS macOS/Windows/Linux/WSL (",(0,s.jsx)(n.code,{children:"git clone"}),")"]}),": ",(0,s.jsx)(n.code,{children:"/src/backend/base/langflow/cache"})]}),"\n"]}),"\n",(0,s.jsxs)(n.p,{children:["To customize log storage, see ",(0,s.jsx)(n.a,{href:"#configure-log-options",children:"Configure log options"}),"."]}),"\n",(0,s.jsx)(n.h2,{id:"configure-log-options",children:"Configure log options"}),"\n",(0,s.jsxs)(n.p,{children:["Use ",(0,s.jsx)(n.a,{href:"/environment-variables",children:"Langflow environment variables"})," to configure logging options in your Langflow ",(0,s.jsx)(n.code,{children:".env"})," file, and then start Langflow with ",(0,s.jsx)(n.code,{children:"uv run langflow run --env-file .env"}),"."]}),"\n",(0,s.jsx)(n.p,{children:"The following environment variables are available to configure logging:"}),"\n",(0,s.jsx)(n.h3,{id:"logging-environment-variables",children:"Logging environment variables"}),"\n",(0,s.jsxs)(n.table,{children:[(0,s.jsx)(n.thead,{children:(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.th,{children:"Variable"}),(0,s.jsx)(n.th,{children:"Format"}),(0,s.jsx)(n.th,{children:"Default"}),(0,s.jsx)(n.th,{children:"Description"})]})}),(0,s.jsxs)(n.tbody,{children:[(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"LANGFLOW_LOG_LEVEL"})}),(0,s.jsx)(n.td,{children:"String"}),(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"ERROR"})}),(0,s.jsxs)(n.td,{children:["Sets the log level as one of ",(0,s.jsx)(n.code,{children:"DEBUG"}),", ",(0,s.jsx)(n.code,{children:"ERROR"}),", ",(0,s.jsx)(n.code,{children:"INFO"}),", ",(0,s.jsx)(n.code,{children:"WARNING"}),", and ",(0,s.jsx)(n.code,{children:"CRITICAL"}),". 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Only used if ",(0,s.jsx)(n.code,{children:"LANGFLOW_ENABLE_LOG_RETRIEVAL"})," is enabled."]})]}),(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"LANGFLOW_LOG_FORMAT"})}),(0,s.jsx)(n.td,{children:"String"}),(0,s.jsx)(n.td,{children:"Not set"}),(0,s.jsx)(n.td,{children:"Set the log format configuration."})]}),(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"LANGFLOW_PRETTY_LOGS"})}),(0,s.jsx)(n.td,{children:"Boolean"}),(0,s.jsx)(n.td,{children:"True"}),(0,s.jsx)(n.td,{children:"Enable pretty log formatting with colors and rich console output."})]})]})]}),"\n",(0,s.jsxs)(n.p,{children:["A complete example ",(0,s.jsx)(n.code,{children:".env"})," file is available in the ",(0,s.jsx)(n.a,{href:"https://github.com/langflow-ai/langflow/blob/main/.env.example",children:"Langflow repository"}),"."]}),"\n",(0,s.jsx)(n.h2,{id:"flow-and-component-logs",children:"Flow and component logs"}),"\n",(0,s.jsxs)(n.p,{children:["After you run a 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component:"]}),"\n",(0,s.jsx)(g.Code,{codeConfig:p,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:' "messages": [',props:{}}]},{tokens:[{content:" {",props:{}}]},{tokens:[{content:' "message": "What\'s the recommended way to install Docker on Mac M1?",',props:{}}]},{tokens:[{content:' "sender": "User",',props:{}}]},{tokens:[{content:' "sender_name": "User",',props:{}}]},{tokens:[{content:' "session_id": "Session Apr 21, 17:37:04",',props:{}}]},{tokens:[{content:' "stream_url": null,',props:{}}]},{tokens:[{content:' "component_id": "ChatInput-4WKag",',props:{}}]},{tokens:[{content:' "files": [],',props:{}}]},{tokens:[{content:' "type": "text"',props:{}}]},{tokens:[{content:" }",props:{}}]},{tokens:[{content:" ],",props:{}}]}],lang:"text"},annotations:[]}]}),"\n",(0,s.jsxs)(n.p,{children:["In the case of Input/Output components, the original input might not be structured as a ",(0,s.jsx)(n.code,{children:"Message"})," object.\nFor example, a ",(0,s.jsx)(n.strong,{children:"Language Model"})," component might pass a raw text response to a ",(0,s.jsx)(n.strong,{children:"Chat Output"})," component that is then transformed into a ",(0,s.jsx)(n.code,{children:"Message"})," object."]}),"\n",(0,s.jsxs)(n.p,{children:["You can find ",(0,s.jsx)(n.code,{children:".log"})," files for flows at your Langflow installation's log storage location.\nFor filepaths, see ",(0,s.jsx)(n.a,{href:"#log-storage",children:"Log storage"}),"."]}),"\n",(0,s.jsx)(n.h3,{id:"view-chat-logs",children:"View chat logs"}),"\n",(0,s.jsxs)(n.p,{children:["In the ",(0,s.jsx)(n.strong,{children:"Playground"}),", you can inspect the chat history for each chat session.\nFor more information, see ",(0,s.jsx)(n.a,{href:"/concepts-playground#view-chat-history",children:"View chat history"}),"."]}),"\n",(0,s.jsx)(n.h3,{id:"view-output-from-a-single-component",children:"View output from a single component"}),"\n",(0,s.jsx)(n.p,{children:"When debugging 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set by environment variables",id:"default-environment-variables",level:2},{value:"Configure global variable and environment variable handling",id:"configure-global-variable-and-environment-variable-handling",level:2}];function f(e){const n={a:"a",code:"code",h2:"h2",li:"li",ol:"ol",p:"p",strong:"strong",table:"table",tbody:"tbody",td:"td",th:"th",thead:"thead",tr:"tr",ul:"ul",...(0,t.R)(),...e.components};return p||m("CH",!1),p.Code||m("CH.Code",!0),(0,a.jsxs)(a.Fragment,{children:[(0,a.jsx)("style",{dangerouslySetInnerHTML:{__html:'[data-ch-theme="github-dark"] { --ch-t-colorScheme: dark;--ch-t-foreground: #c9d1d9;--ch-t-background: #0d1117;--ch-t-lighter-inlineBackground: #0d1117e6;--ch-t-editor-background: #0d1117;--ch-t-editor-foreground: #c9d1d9;--ch-t-editor-lineHighlightBackground: #6e76811a;--ch-t-editor-rangeHighlightBackground: #ffffff0b;--ch-t-editor-infoForeground: #3794FF;--ch-t-editor-selectionBackground: #264F78;--ch-t-focusBorder: #1f6feb;--ch-t-tab-activeBackground: #0d1117;--ch-t-tab-activeForeground: #c9d1d9;--ch-t-tab-inactiveBackground: #010409;--ch-t-tab-inactiveForeground: #8b949e;--ch-t-tab-border: #30363d;--ch-t-tab-activeBorder: #0d1117;--ch-t-editorGroup-border: #30363d;--ch-t-editorGroupHeader-tabsBackground: #010409;--ch-t-editorLineNumber-foreground: #6e7681;--ch-t-input-background: #0d1117;--ch-t-input-foreground: #c9d1d9;--ch-t-input-border: #30363d;--ch-t-icon-foreground: #8b949e;--ch-t-sideBar-background: #010409;--ch-t-sideBar-foreground: #c9d1d9;--ch-t-sideBar-border: #30363d;--ch-t-list-activeSelectionBackground: #6e768166;--ch-t-list-activeSelectionForeground: #c9d1d9;--ch-t-list-hoverBackground: #6e76811a;--ch-t-list-hoverForeground: #c9d1d9; }'}}),"\n","\n",(0,a.jsxs)(n.p,{children:["Global variables let you store and reuse generic input values and credentials across your ",(0,a.jsx)(n.a,{href:"/concepts-flows#projects",children:"Langflow projects"}),".\nYou can use a global variable in any text input field that displays the ",(0,a.jsx)(s.A,{name:"Globe","aria-hidden":"true"})," ",(0,a.jsx)(n.strong,{children:"Globe"})," icon."]}),"\n",(0,a.jsx)(n.p,{children:"Langflow stores global variables in its internal database, and encrypts the values using a secret key."}),"\n",(0,a.jsx)(d.Ay,{}),"\n",(0,a.jsx)(n.h2,{id:"create-a-global-variable",children:"Create a global variable"}),"\n",(0,a.jsx)(n.p,{children:"To create a new global variable, follow these steps."}),"\n",(0,a.jsxs)(n.ol,{children:["\n",(0,a.jsxs)(n.li,{children:["\n",(0,a.jsxs)(n.p,{children:["In the Langflow header, click your profile icon, and then select ",(0,a.jsx)(n.strong,{children:"Settings"}),"."]}),"\n"]}),"\n",(0,a.jsxs)(n.li,{children:["\n",(0,a.jsxs)(n.p,{children:["Click ",(0,a.jsx)(n.strong,{children:"Global Variables"}),"."]}),"\n"]}),"\n",(0,a.jsxs)(n.li,{children:["\n",(0,a.jsxs)(n.p,{children:["Click ",(0,a.jsx)(n.strong,{children:"Add New"}),"."]}),"\n"]}),"\n",(0,a.jsxs)(n.li,{children:["\n",(0,a.jsxs)(n.p,{children:["In the ",(0,a.jsx)(n.strong,{children:"Create Variable"})," dialog, enter a name for your variable in the ",(0,a.jsx)(n.strong,{children:"Variable Name"})," field."]}),"\n"]}),"\n",(0,a.jsxs)(n.li,{children:["\n",(0,a.jsxs)(n.p,{children:["Optional: Select a ",(0,a.jsx)(n.strong,{children:"Type"})," for your global variable. The available types are ",(0,a.jsx)(n.strong,{children:"Generic"})," (default) and ",(0,a.jsx)(n.strong,{children:"Credential"}),"."]}),"\n",(0,a.jsxs)(n.p,{children:["Langflow encrypts both ",(0,a.jsx)(n.strong,{children:"Generic"})," and ",(0,a.jsx)(n.strong,{children:"Credential"})," type global variables. The difference is in how the variables are displayed in the visual editor:"]}),"\n",(0,a.jsxs)(n.ul,{children:["\n",(0,a.jsxs)(n.li,{children:["Global variables of the ",(0,a.jsx)(n.strong,{children:"Generic"})," type are displayed in a standard input field with no masking."]}),"\n",(0,a.jsxs)(n.li,{children:["Global variables of the ",(0,a.jsx)(n.strong,{children:"Credential"})," type are hidden in the visual editor and entered in a password-style input field that masks the value. This type isn't allowed in session ID fields where the value is exposed."]}),"\n"]}),"\n",(0,a.jsxs)(n.p,{children:["All default environment variables and variables sourced from the environment using ",(0,a.jsx)(n.code,{children:"LANGFLOW_VARIABLES_TO_GET_FROM_ENVIRONMENT"})," are automatically set as ",(0,a.jsx)(n.strong,{children:"Credential"})," type.\nFor more information, see ",(0,a.jsx)(n.a,{href:"#default-environment-variables",children:"Default environment variables"}),"."]}),"\n"]}),"\n",(0,a.jsxs)(n.li,{children:["\n",(0,a.jsxs)(n.p,{children:["Enter the ",(0,a.jsx)(n.strong,{children:"Value"})," for your global variable."]}),"\n"]}),"\n",(0,a.jsxs)(n.li,{children:["\n",(0,a.jsxs)(n.p,{children:["Optional: Use the ",(0,a.jsx)(n.strong,{children:"Apply To Fields"})," menu to select one or more fields that you want Langflow to automatically apply your global variable to. For example, if you select ",(0,a.jsx)(n.strong,{children:"OpenAI API Key"}),", Langflow automatically applies the variable to any ",(0,a.jsx)(n.strong,{children:"OpenAI API Key"})," field."]}),"\n"]}),"\n",(0,a.jsxs)(n.li,{children:["\n",(0,a.jsxs)(n.p,{children:["Click ",(0,a.jsx)(n.strong,{children:"Save Variable"}),"."]}),"\n"]}),"\n"]}),"\n",(0,a.jsxs)(n.p,{children:["You can now select your global variable from any text input field that displays the ",(0,a.jsx)(s.A,{name:"Globe","aria-hidden":"true"})," ",(0,a.jsx)(n.strong,{children:"Globe"})," icon."]}),"\n",(0,a.jsx)(n.h2,{id:"edit-a-global-variable",children:"Edit a global variable"}),"\n",(0,a.jsxs)(n.ol,{children:["\n",(0,a.jsxs)(n.li,{children:["\n",(0,a.jsxs)(n.p,{children:["In the Langflow header, click your profile icon, and then select ",(0,a.jsx)(n.strong,{children:"Settings"}),"."]}),"\n"]}),"\n",(0,a.jsxs)(n.li,{children:["\n",(0,a.jsxs)(n.p,{children:["Click ",(0,a.jsx)(n.strong,{children:"Global Variables"}),"."]}),"\n"]}),"\n",(0,a.jsxs)(n.li,{children:["\n",(0,a.jsx)(n.p,{children:"Click on the global variable you want to edit."}),"\n"]}),"\n",(0,a.jsxs)(n.li,{children:["\n",(0,a.jsxs)(n.p,{children:["In the ",(0,a.jsx)(n.strong,{children:"Update Variable"})," dialog, you can edit the following fields: ",(0,a.jsx)(n.strong,{children:"Variable Name"}),", ",(0,a.jsx)(n.strong,{children:"Value"}),", and ",(0,a.jsx)(n.strong,{children:"Apply To Fields"}),"."]}),"\n"]}),"\n",(0,a.jsxs)(n.li,{children:["\n",(0,a.jsxs)(n.p,{children:["Click ",(0,a.jsx)(n.strong,{children:"Update Variable"}),"."]}),"\n"]}),"\n"]}),"\n",(0,a.jsx)(n.h2,{id:"delete-a-global-variable",children:"Delete a global variable"}),"\n",(0,a.jsx)(n.p,{children:"Deleting a global variable permanently deletes the value from the database.\nFlows that reference the deleted global variable will fail."}),"\n",(0,a.jsxs)(n.ol,{children:["\n",(0,a.jsxs)(n.li,{children:["\n",(0,a.jsxs)(n.p,{children:["In the Langflow header, click your profile icon, and then select ",(0,a.jsx)(n.strong,{children:"Settings"}),"."]}),"\n"]}),"\n",(0,a.jsxs)(n.li,{children:["\n",(0,a.jsxs)(n.p,{children:["Click ",(0,a.jsx)(n.strong,{children:"Global Variables"}),"."]}),"\n"]}),"\n",(0,a.jsxs)(n.li,{children:["\n",(0,a.jsx)(n.p,{children:"Click the checkbox next to the global variable that you want to delete."}),"\n"]}),"\n",(0,a.jsxs)(n.li,{children:["\n",(0,a.jsxs)(n.p,{children:["Click ",(0,a.jsx)(s.A,{name:"Trash2","aria-hidden":"true"})," ",(0,a.jsx)(n.strong,{children:"Delete"}),"."]}),"\n"]}),"\n"]}),"\n",(0,a.jsx)(n.p,{children:"The global variable is deleted from the database."}),"\n",(0,a.jsx)(n.h2,{id:"add-custom-global-variables-from-the-environment",children:"Add custom global variables from the environment"}),"\n",(0,a.jsxs)(n.p,{children:["You can use the ",(0,a.jsx)(n.code,{children:"LANGFLOW_VARIABLES_TO_GET_FROM_ENVIRONMENT"})," ",(0,a.jsx)(n.a,{href:"/environment-variables#global-variables-and-environment-integration",children:"environment variable"})," to source custom global variables from your runtime environment.\nAll global variables sourced from the environment are automatically set as ",(0,a.jsx)(n.strong,{children:"Credential"})," type global variables."]}),"\n",(0,a.jsxs)(n.p,{children:["Langflow's ",(0,a.jsx)(n.a,{href:"#default-environment-variables",children:"default global variables"})," are already included in this list and are automatically sourced when detected.\nYou can extend this list by setting ",(0,a.jsx)(n.code,{children:"LANGFLOW_VARIABLES_TO_GET_FROM_ENVIRONMENT"})," with your additional variables."]}),"\n",(0,a.jsxs)(i.A,{children:[(0,a.jsxs)(c.A,{value:"local",label:"Local",default:!0,children:[(0,a.jsxs)(n.p,{children:["If you installed Langflow locally, you must define the ",(0,a.jsx)(n.code,{children:"LANGFLOW_VARIABLES_TO_GET_FROM_ENVIRONMENT"})," environment variable in a ",(0,a.jsx)(n.code,{children:".env"})," file."]}),(0,a.jsxs)(n.ol,{children:["\n",(0,a.jsxs)(n.li,{children:["\n",(0,a.jsxs)(n.p,{children:["Create a ",(0,a.jsx)(n.code,{children:".env"})," file and open it in your preferred editor."]}),"\n"]}),"\n",(0,a.jsxs)(n.li,{children:["\n",(0,a.jsxs)(n.p,{children:["Add the ",(0,a.jsx)(n.code,{children:"LANGFLOW_VARIABLES_TO_GET_FROM_ENVIRONMENT"})," environment variable as follows:"]}),"\n",(0,a.jsx)(n.p,{children:"You can specify the variables either as a comma-separated string with no spaces, or as a JSON list:"}),"\n",(0,a.jsx)(p.Code,{codeConfig:v,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:"# Option 1: Comma-separated string (no spaces)",props:{}}]},{tokens:[{content:"LANGFLOW_VARIABLES_TO_GET_FROM_ENVIRONMENT=VARIABLE1,VARIABLE2",props:{}}]},{tokens:[{content:"",props:{}}]},{tokens:[{content:"# Option 2: JSON list format",props:{}}]},{tokens:[{content:'LANGFLOW_VARIABLES_TO_GET_FROM_ENVIRONMENT=["VARIABLE1", "VARIABLE2"]',props:{}}]}],lang:"text"},annotations:[]}]}),"\n",(0,a.jsxs)(n.p,{children:["Replace ",(0,a.jsx)(n.code,{children:"VARIABLE1,VARIABLE2"})," with your additional variables that you want Langflow to source from the environment, such as ",(0,a.jsx)(n.code,{children:"CUSTOM_API_KEY,INTERNAL_SERVICE_URL"})," or ",(0,a.jsx)(n.code,{children:'["CUSTOM_API_KEY", "INTERNAL_SERVICE_URL"]'}),".\nThese are added to the ",(0,a.jsx)(n.a,{href:"#default-environment-variables",children:"default list of variables"})," that Langflow already monitors, which includes common API keys like ",(0,a.jsx)(n.code,{children:"OPENAI_API_KEY"}),", ",(0,a.jsx)(n.code,{children:"ANTHROPIC_API_KEY"}),", and ",(0,a.jsx)(n.code,{children:"GOOGLE_API_KEY"}),"."]}),"\n"]}),"\n",(0,a.jsxs)(n.li,{children:["\n",(0,a.jsx)(n.p,{children:"Save and close the file."}),"\n"]}),"\n",(0,a.jsxs)(n.li,{children:["\n",(0,a.jsxs)(n.p,{children:["Start Langflow with the ",(0,a.jsx)(n.code,{children:".env"})," file:"]}),"\n",(0,a.jsx)(p.Code,{codeConfig:v,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:"uv ",props:{style:{color:"#FFA657"}}},{content:"run langflow run ",props:{style:{color:"#A5D6FF"}}},{content:"--env-file ",props:{style:{color:"#79C0FF"}}},{content:".env",props:{style:{color:"#A5D6FF"}}}]}],lang:"bash"},annotations:[]}]}),"\n",(0,a.jsx)(n.p,{children:"Alternatively, you can set environment variables directly in the command line:"}),"\n",(0,a.jsx)(p.Code,{codeConfig:v,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:"VARIABLE1",props:{style:{color:"#C9D1D9"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:'"VALUE1"',props:{style:{color:"#A5D6FF"}}},{content:" VARIABLE2",props:{style:{color:"#C9D1D9"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:'"VALUE2" ',props:{style:{color:"#A5D6FF"}}},{content:"uv ",props:{style:{color:"#FFA657"}}},{content:"run langflow run ",props:{style:{color:"#A5D6FF"}}},{content:"--env-file ",props:{style:{color:"#79C0FF"}}},{content:".env",props:{style:{color:"#A5D6FF"}}}]}],lang:"bash"},annotations:[]}]}),"\n",(0,a.jsxs)(n.p,{children:["The command-line variables will override any values in the ",(0,a.jsx)(n.code,{children:".env"})," file.\nExpose your environment variables to Langflow in a manner that best suits your own environment."]}),"\n"]}),"\n",(0,a.jsxs)(n.li,{children:["\n",(0,a.jsx)(n.p,{children:"Confirm that Langflow successfully sourced the global variables from the environment:"}),"\n",(0,a.jsxs)(n.ol,{children:["\n",(0,a.jsxs)(n.li,{children:["\n",(0,a.jsxs)(n.p,{children:["In the Langflow header, click your profile icon, and then select ",(0,a.jsx)(n.strong,{children:"Settings"}),"."]}),"\n"]}),"\n",(0,a.jsxs)(n.li,{children:["\n",(0,a.jsxs)(n.p,{children:["Click ",(0,a.jsx)(n.strong,{children:"Global Variables"}),", and then make sure that your environment variables appear in the ",(0,a.jsx)(n.strong,{children:"Global Variables"})," list."]}),"\n"]}),"\n"]}),"\n"]}),"\n"]})]}),(0,a.jsxs)(c.A,{value:"docker",label:"Docker",children:[(0,a.jsxs)(n.p,{children:["If you're using Docker, you can pass ",(0,a.jsx)(n.code,{children:"LANGFLOW_VARIABLES_TO_GET_FROM_ENVIRONMENT"})," directly from the command line or from a ",(0,a.jsx)(n.code,{children:".env"})," file."]}),(0,a.jsxs)(n.p,{children:["To pass ",(0,a.jsx)(n.code,{children:"LANGFLOW_VARIABLES_TO_GET_FROM_ENVIRONMENT"})," directly from the command line:"]}),(0,a.jsx)(p.Code,{codeConfig:v,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:"docker ",props:{style:{color:"#FFA657"}}},{content:"run ",props:{style:{color:"#A5D6FF"}}},{content:"-it --rm \\",props:{style:{color:"#79C0FF"}}}]},{tokens:[{content:" -p ",props:{style:{color:"#79C0FF"}}},{content:"7860:",props:{style:{color:"#A5D6FF"}}},{content:"7860 \\",props:{style:{color:"#79C0FF"}}}]},{tokens:[{content:" -e ",props:{style:{color:"#79C0FF"}}},{content:'LANGFLOW_VARIABLES_TO_GET_FROM_ENVIRONMENT="VARIABLE1,VARIABLE2" ',props:{style:{color:"#A5D6FF"}}},{content:"\\",props:{style:{color:"#79C0FF"}}}]},{tokens:[{content:" -e ",props:{style:{color:"#79C0FF"}}},{content:'VARIABLE1="VALUE1" ',props:{style:{color:"#A5D6FF"}}},{content:"\\",props:{style:{color:"#79C0FF"}}}]},{tokens:[{content:" -e ",props:{style:{color:"#79C0FF"}}},{content:'VARIABLE2="VALUE2" ',props:{style:{color:"#A5D6FF"}}},{content:"\\",props:{style:{color:"#79C0FF"}}}]},{tokens:[{content:" langflowai/langflow:latest",props:{style:{color:"#A5D6FF"}}}]}],lang:"bash"},annotations:[]}]}),(0,a.jsxs)(n.p,{children:["To pass ",(0,a.jsx)(n.code,{children:"LANGFLOW_VARIABLES_TO_GET_FROM_ENVIRONMENT"})," from a ",(0,a.jsx)(n.code,{children:".env"})," file:"]}),(0,a.jsx)(p.Code,{codeConfig:v,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:"docker ",props:{style:{color:"#FFA657"}}},{content:"run ",props:{style:{color:"#A5D6FF"}}},{content:"-it --rm \\",props:{style:{color:"#79C0FF"}}}]},{tokens:[{content:" -p ",props:{style:{color:"#79C0FF"}}},{content:"7860:",props:{style:{color:"#A5D6FF"}}},{content:"7860 \\",props:{style:{color:"#79C0FF"}}}]},{tokens:[{content:" --env-file ",props:{style:{color:"#79C0FF"}}},{content:".env ",props:{style:{color:"#A5D6FF"}}},{content:"\\",props:{style:{color:"#79C0FF"}}}]},{tokens:[{content:" -e ",props:{style:{color:"#79C0FF"}}},{content:'VARIABLE1="VALUE1" ',props:{style:{color:"#A5D6FF"}}},{content:"\\",props:{style:{color:"#79C0FF"}}}]},{tokens:[{content:" -e ",props:{style:{color:"#79C0FF"}}},{content:'VARIABLE2="VALUE2" ',props:{style:{color:"#A5D6FF"}}},{content:"\\",props:{style:{color:"#79C0FF"}}}]},{tokens:[{content:" langflowai/langflow:latest",props:{style:{color:"#A5D6FF"}}}]}],lang:"bash"},annotations:[]}]})]})]}),"\n",(0,a.jsx)(n.p,{children:"When adding global variables from the environment, the following limitations apply:"}),"\n",(0,a.jsxs)(n.ul,{children:["\n",(0,a.jsxs)(n.li,{children:["\n",(0,a.jsxs)(n.p,{children:["You can only source the ",(0,a.jsx)(n.strong,{children:"Name"})," and ",(0,a.jsx)(n.strong,{children:"Value"})," from the environment."]}),"\n",(0,a.jsxs)(n.p,{children:["To add additional parameters, such as the ",(0,a.jsx)(n.strong,{children:"Apply To Fields"})," parameter, you must edit the global variables in your Langflow ",(0,a.jsx)(n.strong,{children:"Settings"}),"."]}),"\n"]}),"\n",(0,a.jsxs)(n.li,{children:["\n",(0,a.jsxs)(n.p,{children:["Global variables that you add from the environment always have the ",(0,a.jsx)(n.strong,{children:"Credential"})," type."]}),"\n"]}),"\n"]}),"\n",(0,a.jsx)(n.h2,{id:"disallow-global-variables-from-the-environment",children:"Disallow global variables from the environment"}),"\n",(0,a.jsxs)(n.p,{children:["If you want to explicitly prevent Langflow from sourcing global variables from the environment, set ",(0,a.jsx)(n.code,{children:"LANGFLOW_STORE_ENVIRONMENT_VARIABLES=False"})," in your ",(0,a.jsx)(n.code,{children:".env"})," file."]}),"\n",(0,a.jsx)(n.h2,{id:"use-environment-variables-for-missing-global-variables",children:"Use environment variables for missing global variables"}),"\n",(0,a.jsxs)(n.p,{children:["If you want to automatically set fallback values for your global variables to environment variables, set ",(0,a.jsx)(n.code,{children:"LANGFLOW_FALLBACK_TO_ENV_VAR=True"})," in your ",(0,a.jsx)(n.code,{children:".env"})," file. 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variables","permalink":"/environment-variables"}}');var t=l(74848),o=l(28453),s=l(24754),a=l(17886),i=l(11470),c=l(19365);const d={title:"Global variables",slug:"/configuration-global-variables"},h=void 0,u={},p={annotations:s.hk,Code:s.Cy},b={staticMediaQuery:"not screen, (max-width: 768px)",lineNumbers:!0,showCopyButton:!0,themeName:"github-dark"},x=[{value:"Create a global variable",id:"create-a-global-variable",level:2},{value:"Edit a global variable",id:"edit-a-global-variable",level:2},{value:"Delete a global variable",id:"delete-a-global-variable",level:2},{value:"Add custom global variables from the environment",id:"add-custom-global-variables-from-the-environment",level:2},{value:"Default environment variables",id:"default-environment-variables",level:2}];function j(e){const n={a:"a",admonition:"admonition",code:"code",h2:"h2",li:"li",ol:"ol",p:"p",strong:"strong",ul:"ul",...(0,o.R)(),...e.components};return 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",(0,t.jsx)(n.code,{children:".env"})," file."]}),(0,t.jsxs)(n.ol,{children:["\n",(0,t.jsxs)(n.li,{children:["\n",(0,t.jsxs)(n.p,{children:["Create a ",(0,t.jsx)(n.code,{children:".env"})," file and open it in your preferred editor."]}),"\n"]}),"\n",(0,t.jsxs)(n.li,{children:["\n",(0,t.jsxs)(n.p,{children:["Add the ",(0,t.jsx)(n.code,{children:"LANGFLOW_VARIABLES_TO_GET_FROM_ENVIRONMENT"})," environment variable as follows:"]}),"\n",(0,t.jsx)(n.p,{children:"You can specify the variables either as a comma-separated string with no spaces, or as a JSON list:"}),"\n",(0,t.jsx)(p.Code,{codeConfig:b,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:"# Option 1: Comma-separated string (no spaces)",props:{}}]},{tokens:[{content:"LANGFLOW_VARIABLES_TO_GET_FROM_ENVIRONMENT=VARIABLE1,VARIABLE2",props:{}}]},{tokens:[{content:"",props:{}}]},{tokens:[{content:"# Option 2: JSON list 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file:"]}),"\n",(0,t.jsx)(p.Code,{codeConfig:b,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:"VARIABLE1",props:{style:{color:"#C9D1D9"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:'"VALUE1"',props:{style:{color:"#A5D6FF"}}},{content:" VARIABLE2",props:{style:{color:"#C9D1D9"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:'"VALUE2" ',props:{style:{color:"#A5D6FF"}}},{content:"python ",props:{style:{color:"#FFA657"}}},{content:"-m ",props:{style:{color:"#79C0FF"}}},{content:"langflow run ",props:{style:{color:"#A5D6FF"}}},{content:"--env-file ",props:{style:{color:"#79C0FF"}}},{content:".env",props:{style:{color:"#A5D6FF"}}}]}],lang:"bash"},annotations:[]}]}),"\n",(0,t.jsxs)(n.p,{children:["In this example, the environment variables (",(0,t.jsx)(n.code,{children:'VARIABLE1="VALUE1"'})," and ",(0,t.jsx)(n.code,{children:'VARIABLE2="VALUE2"'}),") are prefixed to the startup command.\nThis is a rudimentary 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When this setting is enabled, if a global variable isn't found, Langflow attempts to use an environment variable with the same name as a backup."]}),"\n",(0,t.jsx)(n.h2,{id:"default-environment-variables",children:"Default environment variables"}),"\n",(0,t.jsxs)(n.p,{children:["Langflow automatically detects and converts some environment variables into global variables of the type ",(0,t.jsx)(n.strong,{children:"Credential"}),", which are applied to the specific fields in components that require them. 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also",id:"see-also",level:2}];function j(e){const o={a:"a",admonition:"admonition",code:"code",h2:"h2",h3:"h3",h4:"h4",img:"img",li:"li",ol:"ol",p:"p",strong:"strong",ul:"ul",...(0,r.R)(),...e.components},{Details:t}=o;return u||m("CH",!1),u.Code||m("CH.Code",!0),t||m("Details",!0),(0,s.jsxs)(s.Fragment,{children:[(0,s.jsx)("style",{dangerouslySetInnerHTML:{__html:'[data-ch-theme="github-dark"] { --ch-t-colorScheme: dark;--ch-t-foreground: #c9d1d9;--ch-t-background: #0d1117;--ch-t-lighter-inlineBackground: #0d1117e6;--ch-t-editor-background: #0d1117;--ch-t-editor-foreground: #c9d1d9;--ch-t-editor-lineHighlightBackground: #6e76811a;--ch-t-editor-rangeHighlightBackground: #ffffff0b;--ch-t-editor-infoForeground: #3794FF;--ch-t-editor-selectionBackground: #264F78;--ch-t-focusBorder: #1f6feb;--ch-t-tab-activeBackground: #0d1117;--ch-t-tab-activeForeground: #c9d1d9;--ch-t-tab-inactiveBackground: #010409;--ch-t-tab-inactiveForeground: #8b949e;--ch-t-tab-border: 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",(0,s.jsx)(o.a,{href:"https://modelcontextprotocol.io/docs/concepts/tools",children:"tools"})," that ",(0,s.jsx)(o.a,{href:"https://modelcontextprotocol.io/clients",children:"MCP clients"})," can use when generating responses."]}),"\n",(0,s.jsxs)(o.p,{children:["For information about using Langflow as an MCP client and managing MCP server connections within flows, see ",(0,s.jsx)(o.a,{href:"/mcp-client",children:"Use Langflow as an MCP client"}),"."]}),"\n",(0,s.jsx)(o.h2,{id:"prerequisites",children:"Prerequisites"}),"\n",(0,s.jsxs)(o.ul,{children:["\n",(0,s.jsxs)(o.li,{children:["\n",(0,s.jsxs)(o.p,{children:["A ",(0,s.jsx)(o.a,{href:"/concepts-flows#projects",children:"Langflow project"})," with at least one flow that has a ",(0,s.jsxs)(o.a,{href:"/components-io#chat-output",children:[(0,s.jsx)(o.strong,{children:"Chat Output"})," component"]}),"."]}),"\n",(0,s.jsxs)(o.p,{children:["The ",(0,s.jsx)(o.strong,{children:"Chat Output"})," component is required to use a flow as an MCP tool."]}),"\n"]}),"\n",(0,s.jsxs)(o.li,{children:["\n",(0,s.jsxs)(o.p,{children:["Any LTS version of ",(0,s.jsx)(o.a,{href:"https://docs.npmjs.com/downloading-and-installing-node-js-and-npm",children:"Node.js"})," installed on your computer if you want to use MCP Inspector to ",(0,s.jsx)(o.a,{href:"#test-and-debug-flows",children:"test and debug flows"}),"."]}),"\n"]}),"\n",(0,s.jsxs)(o.li,{children:["\n",(0,s.jsxs)(o.p,{children:[(0,s.jsx)(o.a,{href:"https://ngrok.com/docs/getting-started/#1-install-ngrok",children:"ngrok installed"})," and an ",(0,s.jsx)(o.a,{href:"https://dashboard.ngrok.com/get-started/your-authtoken",children:"ngrok authtoken"})," if you want to ",(0,s.jsx)(o.a,{href:"/deployment-public-server",children:"deploy a public Langflow server"}),"."]}),"\n"]}),"\n"]}),"\n",(0,s.jsx)(o.h2,{id:"select-flows-to-serve",children:"Serve flows as MCP tools"}),"\n",(0,s.jsx)(o.admonition,{title:"MCP flow requirements",type:"important",children:(0,s.jsxs)(o.p,{children:["A flow must contain a ",(0,s.jsxs)(o.a,{href:"/components-io#chat-output",children:[(0,s.jsx)(o.strong,{children:"Chat Output"})," component"]})," to be used as a tool by MCP clients."]})}),"\n",(0,s.jsxs)(o.p,{children:["Each ",(0,s.jsx)(o.a,{href:"/concepts-flows#projects",children:"Langflow project"})," has an MCP server that exposes the project's flows as tools for use by MCP clients."]}),"\n",(0,s.jsx)(o.p,{children:"By default, all flows in a project are exposed as tools on the project's MCP server.\nYou can change the exposed flows and tool metadata by managing the MCP server settings:"}),"\n",(0,s.jsxs)(o.ol,{children:["\n",(0,s.jsxs)(o.li,{children:["\n",(0,s.jsxs)(o.p,{children:["Click the ",(0,s.jsx)(o.strong,{children:"MCP Server"})," tab on the ",(0,s.jsxs)(o.a,{href:"/concepts-flows#projects",children:[(0,s.jsx)(o.strong,{children:"Projects"})," page"]}),", or, when editing a flow, click ",(0,s.jsx)(o.strong,{children:"Share"}),", and then select ",(0,s.jsx)(o.strong,{children:"MCP Server"}),"."]}),"\n",(0,s.jsx)(o.p,{children:(0,s.jsx)(o.img,{alt:"MCP server projects page",src:n(67577).A+"",width:"4000",height:"2174"})}),"\n",(0,s.jsxs)(o.p,{children:["The ",(0,s.jsx)(o.strong,{children:"Flows/Tools"})," section lists the flows that are currently being served as tools on this MCP server."]}),"\n"]}),"\n",(0,s.jsxs)(o.li,{children:["\n",(0,s.jsxs)(o.p,{children:["To toggle exposed flows, click ",(0,s.jsx)(a.A,{name:"Settings2","aria-hidden":"true"})," ",(0,s.jsx)(o.strong,{children:"Edit Tools"}),", and then select the flows that you want exposed as tools.\nTo prevent a flow from being used as a tool, clear the checkbox in the first column."]}),"\n"]}),"\n",(0,s.jsxs)(o.li,{children:["\n",(0,s.jsxs)(o.p,{children:["Close the ",(0,s.jsx)(o.strong,{children:"MCP Server Tools"})," dialog to save your changes."]}),"\n",(0,s.jsx)(o.p,{children:(0,s.jsx)(o.img,{alt:"MCP Server Tools",src:n(4595).A+"",width:"4000",height:"2030"})}),"\n"]}),"\n"]}),"\n",(0,s.jsx)(o.h3,{id:"edit-flow-tool-names-and-descriptions",children:"Edit flow tool names and descriptions"}),"\n",(0,s.jsx)(o.p,{children:"Tool names and descriptions help MCP clients determine which actions your flows provide and when to use those actions.\nIt is recommended to provide clear, descriptive names and descriptions for all tools that you serve to MCP clients."}),"\n",(0,s.jsx)(o.p,{children:"To edit the names and descriptions of flow tools on a Langflow MCP server, do the following:"}),"\n",(0,s.jsxs)(o.ol,{children:["\n",(0,s.jsxs)(o.li,{children:["\n",(0,s.jsxs)(o.p,{children:["Click the ",(0,s.jsx)(o.strong,{children:"MCP Server"})," tab on the ",(0,s.jsxs)(o.a,{href:"/concepts-flows#projects",children:[(0,s.jsx)(o.strong,{children:"Projects"})," page"]}),", or, when editing a flow, click ",(0,s.jsx)(o.strong,{children:"Share"}),", and then select ",(0,s.jsx)(o.strong,{children:"MCP Server"}),"."]}),"\n"]}),"\n",(0,s.jsxs)(o.li,{children:["\n",(0,s.jsxs)(o.p,{children:["Click ",(0,s.jsx)(a.A,{name:"Settings2","aria-hidden":"true"})," ",(0,s.jsx)(o.strong,{children:"Edit Tools"}),"."]}),"\n"]}),"\n",(0,s.jsxs)(o.li,{children:["\n",(0,s.jsxs)(o.p,{children:["Click the ",(0,s.jsx)(o.strong,{children:"Description"})," or ",(0,s.jsx)(o.strong,{children:"Tool"})," that you want to edit:"]}),"\n",(0,s.jsxs)(o.ul,{children:["\n",(0,s.jsxs)(o.li,{children:["\n",(0,s.jsxs)(o.p,{children:[(0,s.jsx)(o.strong,{children:"Tool name"}),": Enter a name that makes it clear what the flow does when used as a tool by an agent."]}),"\n"]}),"\n",(0,s.jsxs)(o.li,{children:["\n",(0,s.jsxs)(o.p,{children:[(0,s.jsx)(o.strong,{children:"Tool description"}),": Enter a description that completely and accurately describes the specific actions the flow performs."]}),"\n"]}),"\n"]}),"\n"]}),"\n",(0,s.jsxs)(o.li,{children:["\n",(0,s.jsxs)(o.p,{children:["Close the ",(0,s.jsx)(o.strong,{children:"MCP Server Tools"})," dialog to save your changes."]}),"\n"]}),"\n"]}),"\n",(0,s.jsx)(o.h4,{id:"importance-of-tool-names-and-descriptions",children:"Importance of tool names and descriptions"}),"\n",(0,s.jsx)(o.p,{children:"MCP clients use tool names and descriptions to determine which actions to use when generating responses."}),"\n",(0,s.jsx)(o.p,{children:"Because MCP clients treat your Langflow project as a single MCP server with all of your enabled flows listed as tools, unclear names and descriptions can cause the agent to select tools incorrectly or inconsistently."}),"\n",(0,s.jsxs)(o.p,{children:["For example, a flow's default tool name is the flow ID, such as ",(0,s.jsx)(o.code,{children:"adbbf8c7-0a34-493b-90ea-5e8b42f78b66"}),".\nThis provides no information to an agent about the type of flow or its purpose."]}),"\n",(0,s.jsx)(o.p,{children:"To provide more context about your flows, make sure to name and describe your flows clearly when configuring your Langflow project's MCP server."}),"\n",(0,s.jsx)(o.p,{children:"Think of these names and descriptions as function names and code comments.\nUse clear statements to describe the problems your flows solve."}),"\n",(0,s.jsxs)(t,{children:[(0,s.jsx)("summary",{children:"Example: Tool name and description usage"}),(0,s.jsxs)(o.p,{children:["For example, assume you create a flow based on the ",(0,s.jsx)(o.strong,{children:"Document Q&A"})," template that uses an LLM to chat about resumes, and then you give the flow the following name and description:"]}),(0,s.jsxs)(o.ul,{children:["\n",(0,s.jsxs)(o.li,{children:["\n",(0,s.jsxs)(o.p,{children:[(0,s.jsx)(o.strong,{children:"Tool name"}),": ",(0,s.jsx)(o.code,{children:"document_qa_for_resume"})]}),"\n"]}),"\n",(0,s.jsxs)(o.li,{children:["\n",(0,s.jsxs)(o.p,{children:[(0,s.jsx)(o.strong,{children:"Tool description"}),": ",(0,s.jsx)(o.code,{children:"A flow for analyzing Emily's resume."})]}),"\n"]}),"\n"]}),(0,s.jsxs)(o.p,{children:["After connecting your Langflow MCP server to Cursor, you can ask Cursor about the resume, such as ",(0,s.jsx)(o.code,{children:"What job experience does Emily have?"}),".\nUsing the context provided by your tool name and description, the agent can decide to use the ",(0,s.jsx)(o.code,{children:"document_qa_for_resume"})," MCP tool to create a response about Emily's resume.\nIf necessary, the agent asks permission to use the flow tool before generating the response."]}),(0,s.jsxs)(o.p,{children:["If you ask about a different resume, such as ",(0,s.jsx)(o.code,{children:"What job experience does Alex have?"}),", the agent can decide that ",(0,s.jsx)(o.code,{children:"document_qa_for_resume"})," isn't relevant to this request, because the tool description specifies that the flow is for Emily's resume.\nIn this case, the agent might use another available tool, or it can inform you that it doesn't have access to information about Alex's.\nFor example:"]}),(0,s.jsx)(u.Code,{codeConfig:f,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:"I notice you're asking about Alex's job experience.",props:{}}]},{tokens:[{content:"Based on the available tools, I can see there is a Document QA for Resume flow that's designed for analyzing resumes.",props:{}}]},{tokens:[{content:"However, the description mentions it's for \"Emily's resume\" not Alex's. I don't have access to Alex's resume or job experience information.",props:{}}]}],lang:"text"},annotations:[]}]})]}),"\n","\n",(0,s.jsx)(o.h2,{id:"connect-clients-to-use-the-servers-actions",children:"Connect clients to your Langflow MCP server"}),"\n",(0,s.jsx)(o.p,{children:"Langflow provides automatic installation and code snippets to help you deploy your Langflow MCP servers to your local MCP clients."}),"\n",(0,s.jsxs)(c.A,{children:[(0,s.jsxs)(i.A,{value:"auto",label:"Auto install",default:!0,children:[(0,s.jsx)(o.admonition,{type:"info",children:(0,s.jsxs)(o.p,{children:["The auto install option is available only for specific MCP clients, and the client must be installed locally to your Langflow server.\nIf your client isn't supported or installed remotely from your Langflow server, use the ",(0,s.jsx)(o.strong,{children:"JSON"})," option."]})}),(0,s.jsxs)(o.ol,{children:["\n",(0,s.jsxs)(o.li,{children:["\n",(0,s.jsxs)(o.p,{children:["Install ",(0,s.jsx)(o.a,{href:"https://docs.cursor.com/get-started/installation",children:"Cursor"}),", Claude, or Windsurf local to your Langflow instance."]}),"\n"]}),"\n",(0,s.jsxs)(o.li,{children:["\n",(0,s.jsxs)(o.p,{children:["Recommended: Configure ",(0,s.jsx)(o.a,{href:"#authentication",children:"authentication"})," for your MCP server."]}),"\n"]}),"\n",(0,s.jsxs)(o.li,{children:["\n",(0,s.jsxs)(o.p,{children:["In Langflow, on the ",(0,s.jsx)(o.strong,{children:"Projects"})," page, click the ",(0,s.jsx)(o.strong,{children:"MCP Server"})," tab."]}),"\n"]}),"\n",(0,s.jsxs)(o.li,{children:["\n",(0,s.jsxs)(o.p,{children:["On the ",(0,s.jsx)(o.strong,{children:"Auto install"})," tab, find your MCP client provider, and then click ",(0,s.jsx)(a.A,{name:"Plus","aria-hidden":"true"})," ",(0,s.jsx)(o.strong,{children:"Add"}),"."]}),"\n"]}),"\n"]}),(0,s.jsxs)(o.p,{children:["Your Langflow project's MCP server is automatically added to the configuration file for your local Cursor, Claude, or Windsurf client.\nFor example, with Cursor, the server configuration is added to the ",(0,s.jsx)(o.code,{children:"mcp.json"})," configuration file."]}),(0,s.jsx)(o.p,{children:"Langflow attempts to add this configuration even if the selected client isn't installed.\nTo verify the installation, check the available MCP servers in your client."})]}),(0,s.jsxs)(i.A,{value:"JSON",label:"JSON",children:[(0,s.jsx)(o.p,{children:"The JSON option allows you to connect a Langflow MCP server to any local or remote MCP client."}),(0,s.jsxs)(o.p,{children:["You can modify this process for any ",(0,s.jsx)(o.a,{href:"https://modelcontextprotocol.io/clients",children:"MCP-compatible client"}),"."]}),(0,s.jsxs)(o.ol,{children:["\n",(0,s.jsxs)(o.li,{children:["\n",(0,s.jsxs)(o.p,{children:["Install ",(0,s.jsx)(o.a,{href:"https://docs.cursor.com/get-started/installation",children:"Cursor"})," or any other ",(0,s.jsx)(o.a,{href:"https://modelcontextprotocol.io/clients",children:"MCP-compatible client"}),"."]}),"\n",(0,s.jsx)(o.p,{children:"These steps use Cursor as an example.\nModify them as needed for other clients."}),"\n"]}),"\n",(0,s.jsxs)(o.li,{children:["\n",(0,s.jsxs)(o.p,{children:["In Cursor, go to ",(0,s.jsx)(o.strong,{children:"Cursor Settings"}),", select ",(0,s.jsx)(o.strong,{children:"MCP"}),", and then click ",(0,s.jsx)(o.strong,{children:"Add New Global MCP Server"})," to open Cursor's global ",(0,s.jsx)(o.code,{children:"mcp.json"})," configuration file."]}),"\n"]}),"\n",(0,s.jsxs)(o.li,{children:["\n",(0,s.jsxs)(o.p,{children:["Recommended: Configure ",(0,s.jsx)(o.a,{href:"#authentication",children:"authentication"})," for your MCP server."]}),"\n"]}),"\n",(0,s.jsxs)(o.li,{children:["\n",(0,s.jsxs)(o.p,{children:["In Langflow, on the ",(0,s.jsx)(o.strong,{children:"Projects"})," page, click the ",(0,s.jsx)(o.strong,{children:"MCP Server"})," tab."]}),"\n"]}),"\n",(0,s.jsxs)(o.li,{children:["\n",(0,s.jsxs)(o.p,{children:["Click the ",(0,s.jsx)(o.strong,{children:"JSON"})," tab, copy the code snippet for your operating system, and then paste it into Cursor's ",(0,s.jsx)(o.code,{children:"mcp.json"})," file.\nFor example:"]}),"\n",(0,s.jsx)(u.Code,{codeConfig:f,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:"{",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:' "mcpServers"',props:{style:{color:"#7EE787"}}},{content:": {",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:' "PROJECT_NAME"',props:{style:{color:"#7EE787"}}},{content:": {",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:' "command"',props:{style:{color:"#7EE787"}}},{content:": ",props:{style:{color:"#C9D1D9"}}},{content:'"uvx"',props:{style:{color:"#A5D6FF"}}},{content:",",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:' "args"',props:{style:{color:"#7EE787"}}},{content:": [",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:' "mcp-proxy"',props:{style:{color:"#A5D6FF"}}},{content:",",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:' "http://LANGFLOW_SERVER_ADDRESS/api/v1/mcp/project/PROJECT_ID/sse"',props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:" ]",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" }",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" }",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:"}",props:{style:{color:"#C9D1D9"}}}]}],lang:"json"},annotations:[]}]}),"\n",(0,s.jsxs)(o.p,{children:["The ",(0,s.jsx)(o.strong,{children:"MCP Server"})," tab automatically populates the ",(0,s.jsx)(o.code,{children:"PROJECT_NAME"}),", ",(0,s.jsx)(o.code,{children:"LANGFLOW_SERVER_ADDRESS"}),", and ",(0,s.jsx)(o.code,{children:"PROJECT_ID"})," values."]}),"\n",(0,s.jsxs)(o.p,{children:["The default Langflow server address is ",(0,s.jsx)(o.code,{children:"http://localhost:7860"}),".\nIf you are using a ",(0,s.jsx)(o.a,{href:"/deployment-public-server",children:"public Langflow server"}),", the server address is automatically included."]}),"\n",(0,s.jsxs)(o.p,{children:["If your Langflow server requires authentication, you must include your Langflow API key in the configuration.\nFor more information, see ",(0,s.jsx)(o.a,{href:"#authentication",children:"MCP server authentication and environment variables"}),"."]}),"\n"]}),"\n",(0,s.jsxs)(o.li,{children:["\n",(0,s.jsxs)(o.p,{children:["In Cursor, save and close the ",(0,s.jsx)(o.code,{children:"mcp.json"})," file."]}),"\n"]}),"\n",(0,s.jsxs)(o.li,{children:["\n",(0,s.jsxs)(o.p,{children:["Confirm that your Langflow MCP server is on Cursor's ",(0,s.jsx)(o.strong,{children:"MCP Servers"})," list."]}),"\n"]}),"\n"]})]})]}),"\n",(0,s.jsxs)(o.p,{children:["Once your MCP client is connected to your Langflow project's MCP server, your flows are registered as tools.\nCursor determines when to use tools based on your queries, and requests permissions when necessary.\nFor more information, see the MCP documentation for your client, such as ",(0,s.jsx)(o.a,{href:"https://docs.cursor.com/context/model-context-protocol",children:"Cursor's MCP documentation"}),"."]}),"\n",(0,s.jsx)(o.h3,{id:"authentication",children:"MCP server authentication and environment variables"}),"\n",(0,s.jsxs)(o.p,{children:["You must provide a Langflow API key in your MCP client configuration if your ",(0,s.jsx)(o.a,{href:"/api-keys-and-authentication#start-a-langflow-server-with-authentication-enabled",children:"Langflow server has authentication enabled"}),"."]}),"\n",(0,s.jsxs)(o.p,{children:["When this is the case, the code template in your project's ",(0,s.jsx)(o.strong,{children:"MCP Server"})," tab automatically includes the ",(0,s.jsx)(o.code,{children:"--header"})," and ",(0,s.jsx)(o.code,{children:"x-api-key"})," arguments:"]}),"\n",(0,s.jsx)(u.Code,{codeConfig:f,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:"{",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:' "mcpServers"',props:{style:{color:"#7EE787"}}},{content:": {",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:' "PROJECT_NAME"',props:{style:{color:"#7EE787"}}},{content:": {",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:' "command"',props:{style:{color:"#7EE787"}}},{content:": ",props:{style:{color:"#C9D1D9"}}},{content:'"uvx"',props:{style:{color:"#A5D6FF"}}},{content:",",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:' "args"',props:{style:{color:"#7EE787"}}},{content:": [",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:' "mcp-proxy"',props:{style:{color:"#A5D6FF"}}},{content:",",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:' "--headers"',props:{style:{color:"#A5D6FF"}}},{content:",",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:' "x-api-key"',props:{style:{color:"#A5D6FF"}}},{content:",",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:' "YOUR_API_KEY"',props:{style:{color:"#A5D6FF"}}},{content:",",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:' "http://LANGFLOW_SERVER_ADDRESS/api/v1/mcp/project/PROJECT_ID/sse"',props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:" ]",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" }",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" }",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:"}",props:{style:{color:"#C9D1D9"}}}]}],lang:"json"},annotations:[]}]}),"\n",(0,s.jsxs)(o.p,{children:["Click ",(0,s.jsx)(a.A,{name:"key","aria-hidden":"true"})," ",(0,s.jsx)(o.strong,{children:"Generate API key"})," to automatically insert a new Langflow API key into the code template.\nAlternatively, you can replace ",(0,s.jsx)(o.code,{children:"YOUR_API_KEY"})," with an existing Langflow API key."]}),"\n",(0,s.jsx)(o.p,{children:(0,s.jsx)(o.img,{alt:"MCP server tab 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[",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:' "mcp-proxy"',props:{style:{color:"#A5D6FF"}}},{content:",",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:' "http://LANGFLOW_SERVER_ADDRESS/api/v1/mcp/project/PROJECT_ID/sse"',props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:" ],",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:' "env"',props:{style:{color:"#7EE787"}}},{content:": {",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:' "KEY"',props:{style:{color:"#7EE787"}}},{content:": ",props:{style:{color:"#C9D1D9"}}},{content:'"VALUE"',props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:" }",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" }",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" }",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:"}",props:{style:{color:"#C9D1D9"}}}]}],lang:"json"},annotations:[]}]}),"\n","\n",(0,s.jsx)(o.h3,{id:"deploy-your-server-externally",children:"Deploy your Langflow MCP server 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also",id:"see-also",level:2}];function j(e){const o={a:"a",admonition:"admonition",code:"code",h2:"h2",h3:"h3",h4:"h4",img:"img",li:"li",ol:"ol",p:"p",strong:"strong",ul:"ul",...(0,r.R)(),...e.components},{Details:t}=o;return u||m("CH",!1),u.Code||m("CH.Code",!0),t||m("Details",!0),(0,s.jsxs)(s.Fragment,{children:[(0,s.jsx)("style",{dangerouslySetInnerHTML:{__html:'[data-ch-theme="github-dark"] { --ch-t-colorScheme: dark;--ch-t-foreground: #c9d1d9;--ch-t-background: #0d1117;--ch-t-lighter-inlineBackground: #0d1117e6;--ch-t-editor-background: #0d1117;--ch-t-editor-foreground: #c9d1d9;--ch-t-editor-lineHighlightBackground: #6e76811a;--ch-t-editor-rangeHighlightBackground: #ffffff0b;--ch-t-editor-infoForeground: #3794FF;--ch-t-editor-selectionBackground: #264F78;--ch-t-focusBorder: #1f6feb;--ch-t-tab-activeBackground: #0d1117;--ch-t-tab-activeForeground: #c9d1d9;--ch-t-tab-inactiveBackground: #010409;--ch-t-tab-inactiveForeground: #8b949e;--ch-t-tab-border: 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",(0,s.jsx)(o.a,{href:"https://modelcontextprotocol.io/docs/concepts/tools",children:"tools"})," that ",(0,s.jsx)(o.a,{href:"https://modelcontextprotocol.io/clients",children:"MCP clients"})," can use when generating responses."]}),"\n",(0,s.jsxs)(o.p,{children:["For information about using Langflow as an MCP client and managing MCP server connections within flows, see ",(0,s.jsx)(o.a,{href:"/mcp-client",children:"Use Langflow as an MCP client"}),"."]}),"\n",(0,s.jsx)(o.h2,{id:"prerequisites",children:"Prerequisites"}),"\n",(0,s.jsxs)(o.ul,{children:["\n",(0,s.jsxs)(o.li,{children:["\n",(0,s.jsxs)(o.p,{children:["A ",(0,s.jsx)(o.a,{href:"/concepts-flows#projects",children:"Langflow project"})," with at least one flow that has a ",(0,s.jsxs)(o.a,{href:"/components-io#chat-output",children:[(0,s.jsx)(o.strong,{children:"Chat Output"})," component"]}),"."]}),"\n",(0,s.jsxs)(o.p,{children:["The ",(0,s.jsx)(o.strong,{children:"Chat Output"})," component is required to use a flow as an MCP tool."]}),"\n"]}),"\n",(0,s.jsxs)(o.li,{children:["\n",(0,s.jsxs)(o.p,{children:["Any LTS version of ",(0,s.jsx)(o.a,{href:"https://docs.npmjs.com/downloading-and-installing-node-js-and-npm",children:"Node.js"})," installed on your computer if you want to use MCP Inspector to ",(0,s.jsx)(o.a,{href:"#test-and-debug-flows",children:"test and debug flows"}),"."]}),"\n"]}),"\n",(0,s.jsxs)(o.li,{children:["\n",(0,s.jsxs)(o.p,{children:[(0,s.jsx)(o.a,{href:"https://ngrok.com/docs/getting-started/#1-install-ngrok",children:"ngrok installed"})," and an ",(0,s.jsx)(o.a,{href:"https://dashboard.ngrok.com/get-started/your-authtoken",children:"ngrok authtoken"})," if you want to ",(0,s.jsx)(o.a,{href:"/deployment-public-server",children:"deploy a public Langflow server"}),"."]}),"\n"]}),"\n"]}),"\n",(0,s.jsx)(o.h2,{id:"select-flows-to-serve",children:"Serve flows as MCP tools"}),"\n",(0,s.jsx)(o.admonition,{title:"MCP flow requirements",type:"important",children:(0,s.jsxs)(o.p,{children:["A flow must contain a ",(0,s.jsxs)(o.a,{href:"/components-io#chat-output",children:[(0,s.jsx)(o.strong,{children:"Chat Output"})," component"]})," to be used as a tool by MCP clients."]})}),"\n",(0,s.jsxs)(o.p,{children:["Each ",(0,s.jsx)(o.a,{href:"/concepts-flows#projects",children:"Langflow project"})," has an MCP server that exposes the project's flows as tools for use by MCP clients."]}),"\n",(0,s.jsx)(o.p,{children:"By default, all flows in a project are exposed as tools on the project's MCP server.\nYou can change the exposed flows and tool metadata by managing the MCP server settings:"}),"\n",(0,s.jsxs)(o.ol,{children:["\n",(0,s.jsxs)(o.li,{children:["\n",(0,s.jsxs)(o.p,{children:["Click the ",(0,s.jsx)(o.strong,{children:"MCP Server"})," tab on the ",(0,s.jsxs)(o.a,{href:"/concepts-flows#projects",children:[(0,s.jsx)(o.strong,{children:"Projects"})," page"]}),", or, when editing a flow, click ",(0,s.jsx)(o.strong,{children:"Share"}),", and then select ",(0,s.jsx)(o.strong,{children:"MCP Server"}),"."]}),"\n",(0,s.jsx)(o.p,{children:(0,s.jsx)(o.img,{alt:"MCP server projects page",src:n(67577).A+"",width:"4000",height:"2174"})}),"\n",(0,s.jsxs)(o.p,{children:["The ",(0,s.jsx)(o.strong,{children:"Flows/Tools"})," section lists the flows that are currently being served as tools on this MCP server."]}),"\n"]}),"\n",(0,s.jsxs)(o.li,{children:["\n",(0,s.jsxs)(o.p,{children:["To toggle exposed flows, click ",(0,s.jsx)(a.A,{name:"Settings2","aria-hidden":"true"})," ",(0,s.jsx)(o.strong,{children:"Edit Tools"}),", and then select the flows that you want exposed as tools.\nTo prevent a flow from being used as a tool, clear the checkbox in the first column."]}),"\n"]}),"\n",(0,s.jsxs)(o.li,{children:["\n",(0,s.jsxs)(o.p,{children:["Close the ",(0,s.jsx)(o.strong,{children:"MCP Server Tools"})," dialog to save your changes."]}),"\n",(0,s.jsx)(o.p,{children:(0,s.jsx)(o.img,{alt:"MCP Server Tools",src:n(4595).A+"",width:"4000",height:"2030"})}),"\n"]}),"\n"]}),"\n",(0,s.jsx)(o.h3,{id:"edit-flow-tool-names-and-descriptions",children:"Edit flow tool names and descriptions"}),"\n",(0,s.jsx)(o.p,{children:"Tool names and descriptions help MCP clients determine which actions your flows provide and when to use those actions.\nIt is recommended to provide clear, descriptive names and descriptions for all tools that you serve to MCP clients."}),"\n",(0,s.jsx)(o.p,{children:"To edit the names and descriptions of flow tools on a Langflow MCP server, do the following:"}),"\n",(0,s.jsxs)(o.ol,{children:["\n",(0,s.jsxs)(o.li,{children:["\n",(0,s.jsxs)(o.p,{children:["Click the ",(0,s.jsx)(o.strong,{children:"MCP Server"})," tab on the ",(0,s.jsxs)(o.a,{href:"/concepts-flows#projects",children:[(0,s.jsx)(o.strong,{children:"Projects"})," page"]}),", or, when editing a flow, click ",(0,s.jsx)(o.strong,{children:"Share"}),", and then select ",(0,s.jsx)(o.strong,{children:"MCP Server"}),"."]}),"\n"]}),"\n",(0,s.jsxs)(o.li,{children:["\n",(0,s.jsxs)(o.p,{children:["Click ",(0,s.jsx)(a.A,{name:"Settings2","aria-hidden":"true"})," ",(0,s.jsx)(o.strong,{children:"Edit Tools"}),"."]}),"\n"]}),"\n",(0,s.jsxs)(o.li,{children:["\n",(0,s.jsxs)(o.p,{children:["Click the ",(0,s.jsx)(o.strong,{children:"Description"})," or ",(0,s.jsx)(o.strong,{children:"Tool"})," that you want to edit:"]}),"\n",(0,s.jsxs)(o.ul,{children:["\n",(0,s.jsxs)(o.li,{children:["\n",(0,s.jsxs)(o.p,{children:[(0,s.jsx)(o.strong,{children:"Tool name"}),": Enter a name that makes it clear what the flow does when used as a tool by an agent."]}),"\n"]}),"\n",(0,s.jsxs)(o.li,{children:["\n",(0,s.jsxs)(o.p,{children:[(0,s.jsx)(o.strong,{children:"Tool description"}),": Enter a description that completely and accurately describes the specific actions the flow performs."]}),"\n"]}),"\n"]}),"\n"]}),"\n",(0,s.jsxs)(o.li,{children:["\n",(0,s.jsxs)(o.p,{children:["Close the ",(0,s.jsx)(o.strong,{children:"MCP Server Tools"})," dialog to save your changes."]}),"\n"]}),"\n"]}),"\n",(0,s.jsx)(o.h4,{id:"importance-of-tool-names-and-descriptions",children:"Importance of tool names and descriptions"}),"\n",(0,s.jsx)(o.p,{children:"MCP clients use tool names and descriptions to determine which actions to use when generating responses."}),"\n",(0,s.jsx)(o.p,{children:"Because MCP clients treat your Langflow project as a single MCP server with all of your enabled flows listed as tools, unclear names and descriptions can cause the agent to select tools incorrectly or inconsistently."}),"\n",(0,s.jsxs)(o.p,{children:["For example, a flow's default tool name is the flow ID, such as ",(0,s.jsx)(o.code,{children:"adbbf8c7-0a34-493b-90ea-5e8b42f78b66"}),".\nThis provides no information to an agent about the type of flow or its purpose."]}),"\n",(0,s.jsx)(o.p,{children:"To provide more context about your flows, make sure to name and describe your flows clearly when configuring your Langflow project's MCP server."}),"\n",(0,s.jsx)(o.p,{children:"Think of these names and descriptions as function names and code comments.\nUse clear statements to describe the problems your flows solve."}),"\n",(0,s.jsxs)(t,{children:[(0,s.jsx)("summary",{children:"Example: Tool name and description usage"}),(0,s.jsxs)(o.p,{children:["For example, assume you create a flow based on the ",(0,s.jsx)(o.strong,{children:"Document Q&A"})," template that uses an LLM to chat about resumes, and then you give the flow the following name and description:"]}),(0,s.jsxs)(o.ul,{children:["\n",(0,s.jsxs)(o.li,{children:["\n",(0,s.jsxs)(o.p,{children:[(0,s.jsx)(o.strong,{children:"Tool name"}),": ",(0,s.jsx)(o.code,{children:"document_qa_for_resume"})]}),"\n"]}),"\n",(0,s.jsxs)(o.li,{children:["\n",(0,s.jsxs)(o.p,{children:[(0,s.jsx)(o.strong,{children:"Tool description"}),": ",(0,s.jsx)(o.code,{children:"A flow for analyzing Emily's resume."})]}),"\n"]}),"\n"]}),(0,s.jsxs)(o.p,{children:["After connecting your Langflow MCP server to Cursor, you can ask Cursor about the resume, such as ",(0,s.jsx)(o.code,{children:"What job experience does Emily have?"}),".\nUsing the context provided by your tool name and description, the agent can decide to use the ",(0,s.jsx)(o.code,{children:"document_qa_for_resume"})," MCP tool to create a response about Emily's resume.\nIf necessary, the agent asks permission to use the flow tool before generating the response."]}),(0,s.jsxs)(o.p,{children:["If you ask about a different resume, such as ",(0,s.jsx)(o.code,{children:"What job experience does Alex have?"}),", the agent can decide that ",(0,s.jsx)(o.code,{children:"document_qa_for_resume"})," isn't relevant to this request, because the tool description specifies that the flow is for Emily's resume.\nIn this case, the agent might use another available tool, or it can inform you that it doesn't have access to information about Alex's.\nFor example:"]}),(0,s.jsx)(u.Code,{codeConfig:f,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:"I notice you're asking about Alex's job experience.",props:{}}]},{tokens:[{content:"Based on the available tools, I can see there is a Document QA for Resume flow that's designed for analyzing resumes.",props:{}}]},{tokens:[{content:"However, the description mentions it's for \"Emily's resume\" not Alex's. I don't have access to Alex's resume or job experience information.",props:{}}]}],lang:"text"},annotations:[]}]})]}),"\n","\n",(0,s.jsx)(o.h2,{id:"connect-clients-to-use-the-servers-actions",children:"Connect clients to your Langflow MCP server"}),"\n",(0,s.jsx)(o.p,{children:"Langflow provides automatic installation and code snippets to help you deploy your Langflow MCP servers to your local MCP clients."}),"\n",(0,s.jsxs)(c.A,{children:[(0,s.jsxs)(i.A,{value:"auto",label:"Auto install",default:!0,children:[(0,s.jsx)(o.admonition,{type:"info",children:(0,s.jsxs)(o.p,{children:["The auto install option is available only for specific MCP clients, and the client must be installed locally to your Langflow server.\nIf your client isn't supported or installed remotely from your Langflow server, use the ",(0,s.jsx)(o.strong,{children:"JSON"})," option."]})}),(0,s.jsxs)(o.ol,{children:["\n",(0,s.jsxs)(o.li,{children:["\n",(0,s.jsxs)(o.p,{children:["Install ",(0,s.jsx)(o.a,{href:"https://docs.cursor.com/get-started/installation",children:"Cursor"}),", Claude, or Windsurf local to your Langflow instance."]}),"\n"]}),"\n",(0,s.jsxs)(o.li,{children:["\n",(0,s.jsxs)(o.p,{children:["Recommended: Configure ",(0,s.jsx)(o.a,{href:"#authentication",children:"authentication"})," for your MCP server."]}),"\n"]}),"\n",(0,s.jsxs)(o.li,{children:["\n",(0,s.jsxs)(o.p,{children:["In Langflow, on the ",(0,s.jsx)(o.strong,{children:"Projects"})," page, click the ",(0,s.jsx)(o.strong,{children:"MCP Server"})," tab."]}),"\n"]}),"\n",(0,s.jsxs)(o.li,{children:["\n",(0,s.jsxs)(o.p,{children:["On the ",(0,s.jsx)(o.strong,{children:"Auto install"})," tab, find your MCP client provider, and then click ",(0,s.jsx)(a.A,{name:"Plus","aria-hidden":"true"})," ",(0,s.jsx)(o.strong,{children:"Add"}),"."]}),"\n"]}),"\n"]}),(0,s.jsxs)(o.p,{children:["Your Langflow project's MCP server is automatically added to the configuration file for your local Cursor, Claude, or Windsurf client.\nFor example, with Cursor, the server configuration is added to the ",(0,s.jsx)(o.code,{children:"mcp.json"})," configuration file."]}),(0,s.jsx)(o.p,{children:"Langflow attempts to add this configuration even if the selected client isn't installed.\nTo verify the installation, check the available MCP servers in your client."})]}),(0,s.jsxs)(i.A,{value:"JSON",label:"JSON",children:[(0,s.jsx)(o.p,{children:"The JSON option allows you to connect a Langflow MCP server to any local or remote MCP client."}),(0,s.jsxs)(o.p,{children:["You can modify this process for any ",(0,s.jsx)(o.a,{href:"https://modelcontextprotocol.io/clients",children:"MCP-compatible client"}),"."]}),(0,s.jsxs)(o.ol,{children:["\n",(0,s.jsxs)(o.li,{children:["\n",(0,s.jsxs)(o.p,{children:["Install ",(0,s.jsx)(o.a,{href:"https://docs.cursor.com/get-started/installation",children:"Cursor"})," or any other ",(0,s.jsx)(o.a,{href:"https://modelcontextprotocol.io/clients",children:"MCP-compatible client"}),"."]}),"\n",(0,s.jsx)(o.p,{children:"These steps use Cursor as an example.\nModify them as needed for other clients."}),"\n"]}),"\n",(0,s.jsxs)(o.li,{children:["\n",(0,s.jsxs)(o.p,{children:["In Cursor, go to ",(0,s.jsx)(o.strong,{children:"Cursor Settings"}),", select ",(0,s.jsx)(o.strong,{children:"MCP"}),", and then click ",(0,s.jsx)(o.strong,{children:"Add New Global MCP Server"})," to open Cursor's global ",(0,s.jsx)(o.code,{children:"mcp.json"})," configuration file."]}),"\n"]}),"\n",(0,s.jsxs)(o.li,{children:["\n",(0,s.jsxs)(o.p,{children:["Recommended: Configure ",(0,s.jsx)(o.a,{href:"#authentication",children:"authentication"})," for your MCP server."]}),"\n"]}),"\n",(0,s.jsxs)(o.li,{children:["\n",(0,s.jsxs)(o.p,{children:["In Langflow, on the ",(0,s.jsx)(o.strong,{children:"Projects"})," page, click the ",(0,s.jsx)(o.strong,{children:"MCP Server"})," tab."]}),"\n"]}),"\n",(0,s.jsxs)(o.li,{children:["\n",(0,s.jsxs)(o.p,{children:["Click the ",(0,s.jsx)(o.strong,{children:"JSON"})," tab, copy the code snippet for your operating system, and then paste it into Cursor's ",(0,s.jsx)(o.code,{children:"mcp.json"})," file.\nFor example:"]}),"\n",(0,s.jsx)(u.Code,{codeConfig:f,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:"{",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:' "mcpServers"',props:{style:{color:"#7EE787"}}},{content:": {",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:' "PROJECT_NAME"',props:{style:{color:"#7EE787"}}},{content:": {",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:' "command"',props:{style:{color:"#7EE787"}}},{content:": ",props:{style:{color:"#C9D1D9"}}},{content:'"uvx"',props:{style:{color:"#A5D6FF"}}},{content:",",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:' "args"',props:{style:{color:"#7EE787"}}},{content:": [",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:' "mcp-proxy"',props:{style:{color:"#A5D6FF"}}},{content:",",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:' "http://LANGFLOW_SERVER_ADDRESS/api/v1/mcp/project/PROJECT_ID/sse"',props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:" ]",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" }",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" }",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:"}",props:{style:{color:"#C9D1D9"}}}]}],lang:"json"},annotations:[]}]}),"\n",(0,s.jsxs)(o.p,{children:["The ",(0,s.jsx)(o.strong,{children:"MCP Server"})," tab automatically populates the ",(0,s.jsx)(o.code,{children:"PROJECT_NAME"}),", ",(0,s.jsx)(o.code,{children:"LANGFLOW_SERVER_ADDRESS"}),", and ",(0,s.jsx)(o.code,{children:"PROJECT_ID"})," values."]}),"\n",(0,s.jsxs)(o.p,{children:["The default Langflow server address is ",(0,s.jsx)(o.code,{children:"http://localhost:7860"}),".\nIf you are using a ",(0,s.jsx)(o.a,{href:"/deployment-public-server",children:"public Langflow server"}),", the server address is automatically included."]}),"\n",(0,s.jsxs)(o.p,{children:["If your Langflow server requires authentication, you must include your Langflow API key in the configuration.\nFor more information, see ",(0,s.jsx)(o.a,{href:"#authentication",children:"MCP server authentication and environment variables"}),"."]}),"\n"]}),"\n",(0,s.jsxs)(o.li,{children:["\n",(0,s.jsxs)(o.p,{children:["In Cursor, save and close the ",(0,s.jsx)(o.code,{children:"mcp.json"})," file."]}),"\n"]}),"\n",(0,s.jsxs)(o.li,{children:["\n",(0,s.jsxs)(o.p,{children:["Confirm that your Langflow MCP server is on Cursor's ",(0,s.jsx)(o.strong,{children:"MCP Servers"})," list."]}),"\n"]}),"\n"]})]})]}),"\n",(0,s.jsxs)(o.p,{children:["Once your MCP client is connected to your Langflow project's MCP server, your flows are registered as tools.\nCursor determines when to use tools based on your queries, and requests permissions when necessary.\nFor more information, see the MCP documentation for your client, such as ",(0,s.jsx)(o.a,{href:"https://docs.cursor.com/context/model-context-protocol",children:"Cursor's MCP documentation"}),"."]}),"\n",(0,s.jsx)(o.h3,{id:"authentication",children:"MCP server authentication and environment variables"}),"\n",(0,s.jsxs)(o.p,{children:["You must provide a Langflow API key in your MCP client configuration if your ",(0,s.jsx)(o.a,{href:"/api-keys-and-authentication#start-a-langflow-server-with-authentication-enabled",children:"Langflow server has authentication enabled"}),"."]}),"\n",(0,s.jsxs)(o.p,{children:["When this is the case, the code template in your project's ",(0,s.jsx)(o.strong,{children:"MCP Server"})," tab automatically includes the ",(0,s.jsx)(o.code,{children:"--header"})," and ",(0,s.jsx)(o.code,{children:"x-api-key"})," arguments:"]}),"\n",(0,s.jsx)(u.Code,{codeConfig:f,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:"{",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:' "mcpServers"',props:{style:{color:"#7EE787"}}},{content:": {",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:' "PROJECT_NAME"',props:{style:{color:"#7EE787"}}},{content:": {",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:' "command"',props:{style:{color:"#7EE787"}}},{content:": ",props:{style:{color:"#C9D1D9"}}},{content:'"uvx"',props:{style:{color:"#A5D6FF"}}},{content:",",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:' "args"',props:{style:{color:"#7EE787"}}},{content:": [",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:' "mcp-proxy"',props:{style:{color:"#A5D6FF"}}},{content:",",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:' "--headers"',props:{style:{color:"#A5D6FF"}}},{content:",",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:' "x-api-key"',props:{style:{color:"#A5D6FF"}}},{content:",",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:' "YOUR_API_KEY"',props:{style:{color:"#A5D6FF"}}},{content:",",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:' "http://LANGFLOW_SERVER_ADDRESS/api/v1/mcp/project/PROJECT_ID/sse"',props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:" ]",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" }",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" }",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:"}",props:{style:{color:"#C9D1D9"}}}]}],lang:"json"},annotations:[]}]}),"\n",(0,s.jsxs)(o.p,{children:["Click ",(0,s.jsx)(a.A,{name:"key","aria-hidden":"true"})," ",(0,s.jsx)(o.strong,{children:"Generate API key"})," to automatically insert a new Langflow API key into the code template.\nAlternatively, you can replace ",(0,s.jsx)(o.code,{children:"YOUR_API_KEY"})," with an existing Langflow API key."]}),"\n",(0,s.jsx)(o.p,{children:(0,s.jsx)(o.img,{alt:"MCP server tab 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[",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:' "mcp-proxy"',props:{style:{color:"#A5D6FF"}}},{content:",",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:' "http://LANGFLOW_SERVER_ADDRESS/api/v1/mcp/project/PROJECT_ID/sse"',props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:" ],",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:' "env"',props:{style:{color:"#7EE787"}}},{content:": {",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:' "KEY"',props:{style:{color:"#7EE787"}}},{content:": ",props:{style:{color:"#C9D1D9"}}},{content:'"VALUE"',props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:" }",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" }",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" }",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:"}",props:{style:{color:"#C9D1D9"}}}]}],lang:"json"},annotations:[]}]}),"\n","\n",(0,s.jsx)(o.h3,{id:"deploy-your-server-externally",children:"Deploy your Langflow MCP server externally"}),"\n",(0,s.jsxs)(o.p,{children:["To deploy your Langflow MCP server externally, see ",(0,s.jsx)(o.a,{href:"/deployment-public-server",children:"Deploy a public Langflow server"}),"."]}),"\n",(0,s.jsx)(o.h2,{id:"test-and-debug-flows",children:"Use MCP Inspector to test and debug flows"}),"\n",(0,s.jsxs)(o.p,{children:[(0,s.jsx)(o.a,{href:"https://modelcontextprotocol.io/docs/tools/inspector",children:"MCP Inspector"})," is a common tool for testing and debugging MCP servers.\nYou can use MCP Inspector to monitor your flows and get insights into how they are being consumed by the MCP server:"]}),"\n",(0,s.jsxs)(o.ol,{children:["\n",(0,s.jsxs)(o.li,{children:["\n",(0,s.jsx)(o.p,{children:"Install MCP Inspector:"}),"\n",(0,s.jsx)(u.Code,{codeConfig:f,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:"npx 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",(0,s.jsx)(o.strong,{children:"SSE"}),"."]}),"\n",(0,s.jsxs)(o.li,{children:[(0,s.jsx)(o.strong,{children:"URL"}),": Enter the Langflow MCP server's ",(0,s.jsx)(o.code,{children:"sse"})," endpoint. For example: ",(0,s.jsx)(o.code,{children:"http://localhost:7860/api/v1/mcp/project/d359cbd4-6fa2-4002-9d53-fa05c645319c/sse"})]}),"\n"]}),"\n",(0,s.jsxs)(o.p,{children:["If you've ",(0,s.jsx)(o.a,{href:"#authentication",children:"configured authentication for your MCP server"}),", fill out the following additional fields:"]}),"\n",(0,s.jsxs)(o.ul,{children:["\n",(0,s.jsxs)(o.li,{children:[(0,s.jsx)(o.strong,{children:"Transport Type"}),": Select ",(0,s.jsx)(o.strong,{children:"STDIO"}),"."]}),"\n",(0,s.jsxs)(o.li,{children:[(0,s.jsx)(o.strong,{children:"Command"}),": ",(0,s.jsx)(o.code,{children:"uvx"})]}),"\n",(0,s.jsxs)(o.li,{children:[(0,s.jsx)(o.strong,{children:"Arguments"}),": Enter the following list of arguments, separated by spaces. Replace the values for ",(0,s.jsx)(o.code,{children:"YOUR_API_KEY"}),", ",(0,s.jsx)(o.code,{children:"LANGFLOW_SERVER_ADDRESS"}),", and ",(0,s.jsx)(o.code,{children:"PROJECT_ID"})," with the values from your Langflow MCP server. For example:"]}),"\n"]}),"\n",(0,s.jsx)(u.Code,{codeConfig:f,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:"mcp-proxy ",props:{style:{color:"#FFA657"}}},{content:"--headers ",props:{style:{color:"#79C0FF"}}},{content:"x-api-key YOUR_API_KEY http://LANGFLOW_SERVER_ADDRESS/api/v1/mcp/project/PROJECT_ID/sse",props:{style:{color:"#A5D6FF"}}}]}],lang:"bash"},annotations:[]}]}),"\n"]}),"\n",(0,s.jsxs)(o.li,{children:["\n",(0,s.jsxs)(o.p,{children:["Click ",(0,s.jsx)(o.strong,{children:"Connect"}),"."]}),"\n",(0,s.jsxs)(o.p,{children:["If the connection was successful, you should see your project's flows in the ",(0,s.jsx)(o.strong,{children:"Tools"})," tab.\nFrom this tab, you can monitor how your flows are being registered as tools by MCP, as well as test the tools with custom input values."]}),"\n"]}),"\n",(0,s.jsxs)(o.li,{children:["\n",(0,s.jsxs)(o.p,{children:["To quit MCP Inspector, press ",(0,s.jsx)("kbd",{children:"Control+C"})," in the same terminal window where you started it."]}),"\n"]}),"\n"]}),"\n",(0,s.jsx)(o.h2,{id:"troubleshooting-mcp-server",children:"Troubleshoot Langflow MCP servers"}),"\n",(0,s.jsxs)(o.p,{children:["If Claude for Desktop isn't using your server's tools correctly, you may need to explicitly define the path to your local ",(0,s.jsx)(o.code,{children:"uvx"})," or ",(0,s.jsx)(o.code,{children:"npx"})," executable file in the ",(0,s.jsx)(o.code,{children:"claude_desktop_config.json"})," configuration file."]}),"\n",(0,s.jsxs)(o.ol,{children:["\n",(0,s.jsxs)(o.li,{children:["\n",(0,s.jsxs)(o.p,{children:["To find your UVX path, run ",(0,s.jsx)(o.code,{children:"which uvx"}),"."]}),"\n",(0,s.jsxs)(o.p,{children:["To find your NPX path, run ",(0,s.jsx)(o.code,{children:"which npx"}),"."]}),"\n"]}),"\n",(0,s.jsxs)(o.li,{children:["\n",(0,s.jsxs)(o.p,{children:["Copy the path, and then replace ",(0,s.jsx)(o.code,{children:"PATH_TO_UVX"})," or ",(0,s.jsx)(o.code,{children:"PATH_TO_NPX"})," in your ",(0,s.jsx)(o.code,{children:"claude_desktop_config.json"})," file."]}),"\n",(0,s.jsxs)(c.A,{children:[(0,s.jsx)(i.A,{value:"uvx",label:"uvx",default:!0,children:(0,s.jsx)(u.Code,{codeConfig:f,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:"{",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:' "mcpServers"',props:{style:{color:"#7EE787"}}},{content:": {",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:' "PROJECT_NAME"',props:{style:{color:"#7EE787"}}},{content:": {",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:' "command"',props:{style:{color:"#7EE787"}}},{content:": ",props:{style:{color:"#C9D1D9"}}},{content:'"PATH_TO_UVX"',props:{style:{color:"#A5D6FF"}}},{content:",",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:' "args"',props:{style:{color:"#7EE787"}}},{content:": [",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:' "mcp-proxy"',props:{style:{color:"#A5D6FF"}}},{content:",",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:' "http://LANGFLOW_SERVER_ADDRESS/api/v1/mcp/project/PROJECT_ID/sse"',props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:" ]",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" }",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" }",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:"}",props:{style:{color:"#C9D1D9"}}}]}],lang:"json"},annotations:[]}]})}),(0,s.jsx)(i.A,{value:"npx",label:"npx",children:(0,s.jsx)(u.Code,{codeConfig:f,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:"{",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:' "mcpServers"',props:{style:{color:"#7EE787"}}},{content:": {",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:' "PROJECT_NAME"',props:{style:{color:"#7EE787"}}},{content:": {",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:' 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}",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:"}",props:{style:{color:"#C9D1D9"}}}]}],lang:"json"},annotations:[]}]})})]}),"\n"]}),"\n"]}),"\n",(0,s.jsx)(o.h2,{id:"see-also",children:"See also"}),"\n",(0,s.jsxs)(o.ul,{children:["\n",(0,s.jsx)(o.li,{children:(0,s.jsx)(o.a,{href:"/mcp-client",children:"Use Langflow as an MCP client"})}),"\n",(0,s.jsx)(o.li,{children:(0,s.jsx)(o.a,{href:"/mcp-component-astra",children:"Use a DataStax Astra DB MCP server"})}),"\n",(0,s.jsx)(o.li,{children:(0,s.jsx)(o.a,{href:"/environment-variables#mcp",children:"MCP server environment variables"})}),"\n"]})]})}function g(e={}){const{wrapper:o}={...(0,r.R)(),...e.components};return o?(0,s.jsx)(o,{...e,children:(0,s.jsx)(j,{...e})}):j(e)}function m(e,o){throw new Error("Expected "+(o?"component":"object")+" `"+e+"` to be defined: you likely forgot to import, pass, or provide it.")}},95288:(e,o,n)=>{n.d(o,{A:()=>t});const t=n.p+"assets/images/mcp-server-api-key-5a39d0de10227381df269c4595d4d896.png"}}]); \ No newline at end of file diff --git a/assets/js/e6c6a4d2.aa87f68a.js b/assets/js/e6c6a4d2.f15453c7.js similarity index 56% rename from assets/js/e6c6a4d2.aa87f68a.js rename to assets/js/e6c6a4d2.f15453c7.js index 4b65a7569b..93b540490a 100644 --- a/assets/js/e6c6a4d2.aa87f68a.js +++ b/assets/js/e6c6a4d2.f15453c7.js @@ -1 +1 @@ -"use strict";(self.webpackChunklangflow_docs=self.webpackChunklangflow_docs||[]).push([[8504],{28453:(e,t,n)=>{n.d(t,{R:()=>a,x:()=>l});var s=n(96540);const i={},o=s.createContext(i);function a(e){const t=s.useContext(o);return s.useMemo(function(){return"function"==typeof e?e(t):{...t,...e}},[t,e])}function l(e){let t;return t=e.disableParentContext?"function"==typeof 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Each input can target specific components and provide custom values.\\n- `outputs` (List[str], optional): A list of output names to retrieve from the executed flow.\\n If not provided, all outputs are returned.\\n- `tweaks` (Optional[Tweaks], optional): A dictionary of tweaks to customize the flow execution.\\n The tweaks can be used to modify the flow\'s parameters and components.\\n Tweaks can be overridden by the input values.\\n- `stream` (bool, optional): Specifies whether the results should be streamed. Defaults to False.\\n- `session_id` (Union[None, str], optional): An optional session ID to utilize existing session data for the flow\\n execution.\\n- `api_key_user` (User): The user associated with the current API key. 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your Langflow server, and they are available to all of your flows."}),"\n",(0,s.jsx)(n.p,{children:"Uploading files to Langflow file management keeps your files in a central location, and allows you to reuse files across flows without repeated manual uploads."}),"\n",(0,s.jsx)(n.h2,{id:"use-the-file-management-ui",children:"Use the file management UI"}),"\n",(0,s.jsx)(n.p,{children:"You can use the file management UI to upload files from your local machine to your own Langflow server.\nYou can also manage all files that have been uploaded to your Langflow server."}),"\n",(0,s.jsxs)(n.ol,{children:["\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsx)(n.p,{children:"Navigate to Langflow file management:"}),"\n",(0,s.jsxs)(n.ul,{children:["\n",(0,s.jsxs)(n.li,{children:["In Langflow, on the ",(0,s.jsxs)(n.a,{href:"/concepts-flows#projects",children:[(0,s.jsx)(n.strong,{children:"Projects"})," page"]})," page, click ",(0,s.jsx)(n.strong,{children:"My Files"})," below the list of projects."]}),"\n",(0,s.jsxs)(n.li,{children:["From a browser, navigate to your Langflow server's ",(0,s.jsx)(n.code,{children:"/files"})," endpoint, such as ",(0,s.jsx)(n.code,{children:"http://localhost:7860/files"}),". Modify the base URL as needed for your Langflow server."]}),"\n",(0,s.jsxs)(n.li,{children:["For programmatic file management, use the ",(0,s.jsx)(n.a,{href:"/api-files",children:"Langflow API files endpoints"}),". However, the following steps assume you're using the file management UI."]}),"\n"]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["On the ",(0,s.jsx)(n.strong,{children:"My Files"})," page, click ",(0,s.jsx)(n.strong,{children:"Upload"}),"."]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsx)(n.p,{children:"Select one or more files to upload."}),"\n"]}),"\n"]}),"\n",(0,s.jsx)(n.p,{children:"After uploading files, you can rename, download, copy, or delete files within the file management UI:"}),"\n",(0,s.jsxs)(n.ul,{children:["\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["To delete a file, hover over a file's icon, select it, and then click ",(0,s.jsx)(r.A,{name:"Trash2","aria-hidden":"true"})," ",(0,s.jsx)(n.strong,{children:"Delete"}),".\nYou can delete multiple files in a single action."]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["To download a file, hover over a file's icon, select it, and then click ",(0,s.jsx)(r.A,{name:"Download","aria-hidden":"true"})," ",(0,s.jsx)(n.strong,{children:"Download"}),".\nIf you download multiple files in a single action, they are saved together in a zip file."]}),"\n"]}),"\n"]}),"\n",(0,s.jsx)(n.h2,{id:"upload-and-manage-files-with-the-langflow-api",children:"Upload and manage files with the Langflow API"}),"\n",(0,s.jsx)(n.p,{children:"With the Langflow API, you can upload and manage files in Langflow file management, and you can send files to flows programmatically at runtime."}),"\n",(0,s.jsxs)(n.p,{children:["For more information and examples, see ",(0,s.jsx)(n.a,{href:"/api-files",children:"Files endpoints"})," and ",(0,s.jsx)(n.a,{href:"/chat-with-files",children:"Create a chatbot that can ingest files"}),"."]}),"\n",(0,s.jsx)(n.h2,{id:"use-files-in-a-flow",children:"Use files in a flow"}),"\n",(0,s.jsxs)(n.p,{children:["To use files in your Langflow file management system in a flow, add a component that accepts file input to your flow, such as the ",(0,s.jsx)(n.strong,{children:"File"})," component."]}),"\n",(0,s.jsxs)(n.p,{children:["For example, add a ",(0,s.jsx)(n.strong,{children:"File"})," component to your flow, click ",(0,s.jsx)(n.strong,{children:"Select files"}),", and then select files from the ",(0,s.jsx)(n.strong,{children:"My Files"})," list."]}),"\n",(0,s.jsxs)(n.p,{children:["This list includes all files in your server's file management system, but you can only select ",(0,s.jsxs)(n.a,{href:"/components-data#file",children:["file types that are supported by the ",(0,s.jsx)(n.strong,{children:"File"})," component"]}),".\nIf you need another file type, you must use a different component that supports that file type, or you need to convert it to a supported type before uploading it."]}),"\n",(0,s.jsxs)(n.p,{children:["For more information about the ",(0,s.jsx)(n.strong,{children:"File"})," component and other data loading components, see ",(0,s.jsxs)(n.a,{href:"/components-data",children:[(0,s.jsx)(n.strong,{children:"Data"})," components"]}),"."]}),"\n",(0,s.jsx)(n.h3,{id:"load-files-at-runtime",children:"Load files at runtime"}),"\n",(0,s.jsx)(n.p,{children:"You can use preloaded files in your flows, and you can load files at runtime, if your flow accepts file input.\nTo enable file input in your flow, do the following:"}),"\n",(0,s.jsxs)(n.ol,{children:["\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["Add a ",(0,s.jsxs)(n.a,{href:"/components-data#file",children:[(0,s.jsx)(n.strong,{children:"File"})," component"]})," to your flow."]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["Click ",(0,s.jsx)(n.strong,{children:"Share"}),", select ",(0,s.jsx)(n.strong,{children:"API access"}),", and then click ",(0,s.jsx)(n.strong,{children:"Input Schema"})," to add ",(0,s.jsx)(n.a,{href:"/concepts-publish#input-schema",children:(0,s.jsx)(n.code,{children:"tweaks"})})," to the request payload in the flow's automatically generated code snippets."]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["Expand the ",(0,s.jsx)(n.strong,{children:"File"})," section, find the ",(0,s.jsx)(n.strong,{children:"Files"})," row, and then enable ",(0,s.jsx)(n.strong,{children:"Expose Input"})," to allow the parameter to be set at runtime through the Langflow API."]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["Close the ",(0,s.jsx)(n.strong,{children:"Input Schema"})," pane to return to the ",(0,s.jsx)(n.strong,{children:"API access"})," pane.\nThe payload in each code snippet now includes ",(0,s.jsx)(n.code,{children:"tweaks"}),", your ",(0,s.jsx)(n.strong,{children:"File"})," component's ID, and the ",(0,s.jsx)(n.code,{children:"path"})," key that you enabled in ",(0,s.jsx)(n.strong,{children:"Input Schema"}),":"]}),"\n",(0,s.jsx)(h.Code,{codeConfig:p,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:'"tweaks"',props:{style:{color:"#A5D6FF"}}},{content:": {",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:' "File-qYD5w"',props:{style:{color:"#7EE787"}}},{content:": {",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:'\t "path"',props:{style:{color:"#7EE787"}}},{content:": []",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" }",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:"}",props:{style:{color:"#C9D1D9"}}}]}],lang:"json"},annotations:[]}]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["When you run this flow programmatically, your script must upload a file to Langflow file management, and then pass the returned ",(0,s.jsx)(n.code,{children:"file_path"})," to the ",(0,s.jsx)(n.code,{children:"path"})," tweak in the ",(0,s.jsx)(n.code,{children:"/run"})," request:"]}),"\n",(0,s.jsx)(h.Code,{codeConfig:p,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:'"tweaks"',props:{style:{color:"#A5D6FF"}}},{content:": {",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:' "FILE_COMPONENT_ID"',props:{style:{color:"#7EE787"}}},{content:": {",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:' "path"',props:{style:{color:"#7EE787"}}},{content:": [ ",props:{style:{color:"#C9D1D9"}}},{content:'"file_path"',props:{style:{color:"#A5D6FF"}}},{content:" ]",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" }",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:"}",props:{style:{color:"#C9D1D9"}}}]}],lang:"json"},annotations:[]}]}),"\n",(0,s.jsxs)(n.p,{children:["For a complete example see ",(0,s.jsx)(n.a,{href:"/chat-with-files",children:"Create a chatbot that can ingest files"})," and ",(0,s.jsx)(n.a,{href:"/api-files",children:"Files endpoints"}),"."]}),"\n",(0,s.jsxs)(n.p,{children:["If you want to upload multiple files, you can pass multiple ",(0,s.jsx)(n.code,{children:"file_path"})," values in the ",(0,s.jsx)(n.code,{children:"path"})," array, such as ",(0,s.jsx)(n.code,{children:'[ "path1", "path2" ]'}),"."]}),"\n"]}),"\n"]}),"\n",(0,s.jsx)(n.h2,{id:"upload-images",children:"Upload images"}),"\n",(0,s.jsx)(n.p,{children:"Langflow supports base64 images in the following formats:"}),"\n",(0,s.jsxs)(n.ul,{children:["\n",(0,s.jsx)(n.li,{children:"PNG"}),"\n",(0,s.jsx)(n.li,{children:"JPG/JPEG"}),"\n",(0,s.jsx)(n.li,{children:"GIF"}),"\n",(0,s.jsx)(n.li,{children:"BMP"}),"\n",(0,s.jsx)(n.li,{children:"WebP"}),"\n"]}),"\n",(0,s.jsxs)(n.p,{children:["You can upload images to the ",(0,s.jsx)(n.strong,{children:"Playground"})," chat interface and as runtime input with the Langflow API."]}),"\n",(0,s.jsxs)(n.ul,{children:["\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["In the ",(0,s.jsx)(n.strong,{children:"Playground"}),", you can drag-and-drop images into the chat input area, or you can click the ",(0,s.jsx)(n.strong,{children:"Attach image"})," icon to select an image to upload."]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["When you trigger a flow with the ",(0,s.jsx)(n.code,{children:"/api/v1/run/$FLOW_ID"})," endpoint, you can use the ",(0,s.jsx)(n.code,{children:"files"})," parameter to attach image data as a base64-encoded string:"]}),"\n",(0,s.jsx)(h.Code,{codeConfig:p,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:"curl ",props:{style:{color:"#FFA657"}}},{content:"-X ",props:{style:{color:"#79C0FF"}}},{content:'POST "http://',props:{style:{color:"#A5D6FF"}}},{content:"$LANGFLOW_SERVER_ADDRESS",props:{style:{color:"#C9D1D9"}}},{content:"/api/v1/run/",props:{style:{color:"#A5D6FF"}}},{content:"$FLOW_ID",props:{style:{color:"#C9D1D9"}}},{content:'" ',props:{style:{color:"#A5D6FF"}}},{content:"\\",props:{style:{color:"#79C0FF"}}}]},{tokens:[{content:"-H ",props:{style:{color:"#C9D1D9"}}},{content:'"Content-Type: application/json" ',props:{style:{color:"#A5D6FF"}}},{content:"\\",props:{style:{color:"#79C0FF"}}}]},{tokens:[{content:"-H ",props:{style:{color:"#C9D1D9"}}},{content:'"x-api-key: ',props:{style:{color:"#A5D6FF"}}},{content:"$LANGFLOW_API_KEY",props:{style:{color:"#C9D1D9"}}},{content:'" ',props:{style:{color:"#A5D6FF"}}},{content:"\\",props:{style:{color:"#79C0FF"}}}]},{tokens:[{content:"-d ",props:{style:{color:"#C9D1D9"}}},{content:"'{",props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:' "session_id": "custom_session_123",',props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:' "input_value": "What is in this image?",',props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:' "input_type": "chat",',props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:' "output_type": "chat",',props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:' "files": ["data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAA..."]',props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:"}'",props:{style:{color:"#A5D6FF"}}}]}],lang:"bash"},annotations:[]}]}),"\n"]}),"\n"]}),"\n",(0,s.jsxs)(n.p,{children:["For more specialized image processing, browse third-party ",(0,s.jsx)(n.a,{href:"/components-bundle-components",children:"bundles"})," or ",(0,s.jsx)(n.a,{href:"/components-custom-components",children:"create your own components"}),"."]}),"\n",(0,s.jsx)(n.h2,{id:"work-with-video-files",children:"Work with video files"}),"\n",(0,s.jsxs)(n.p,{children:["For videos, see the ",(0,s.jsx)(n.strong,{children:"Twelve Labs"})," and ",(0,s.jsx)(n.strong,{children:"YouTube"})," ",(0,s.jsx)(n.a,{href:"/components-bundle-components",children:"bundles"})," in the Langflow ",(0,s.jsx)(n.strong,{children:"Components"})," menu."]}),"\n",(0,s.jsx)(n.h2,{id:"set-the-maximum-file-size",children:"Set the maximum file size"}),"\n",(0,s.jsxs)(n.p,{children:["By default, the maximum file size is 100 MB.\nTo modify this value, change the ",(0,s.jsx)(n.code,{children:"--max-file-size-upload"})," ",(0,s.jsx)(n.a,{href:"/environment-variables",children:"environment variable"}),"."]}),"\n",(0,s.jsx)(n.h2,{id:"see-also",children:"See also"}),"\n",(0,s.jsxs)(n.ul,{children:["\n",(0,s.jsx)(n.li,{children:(0,s.jsxs)(n.a,{href:"/components-data",children:[(0,s.jsx)(n.strong,{children:"Data"})," components"]})}),"\n",(0,s.jsx)(n.li,{children:(0,s.jsxs)(n.a,{href:"/components-processing",children:[(0,s.jsx)(n.strong,{children:"Processing"})," components"]})}),"\n"]})]})}function m(e={}){const{wrapper:n}={...(0,l.R)(),...e.components};return n?(0,s.jsx)(n,{...e,children:(0,s.jsx)(f,{...e})}):f(e)}function g(e,n){throw new Error("Expected "+(n?"component":"object")+" `"+e+"` to be defined: you likely forgot to import, pass, or provide it.")}}}]); \ No newline at end of file diff --git a/assets/js/f735f5f3.88533d24.js b/assets/js/f735f5f3.88533d24.js new file mode 100644 index 0000000000..b98f464d2a --- /dev/null +++ b/assets/js/f735f5f3.88533d24.js @@ -0,0 +1 @@ +"use strict";(self.webpackChunklangflow_docs=self.webpackChunklangflow_docs||[]).push([[2495],{17886:(e,n,o)=>{o.d(n,{A:()=>l});o(96540);var t=o(64058),s=o(74848);function l({name:e,...n}){const o=t[e];return o?(0,s.jsx)(o,{...n}):null}},41884:(e,n,o)=>{o.r(n),o.d(n,{CH:()=>h,assets:()=>d,chCodeConfig:()=>p,contentTitle:()=>c,default:()=>m,frontMatter:()=>a,metadata:()=>t,toc:()=>u});const t=JSON.parse('{"id":"Concepts/concepts-file-management","title":"Manage files","description":"Each Langflow server has a file management system where you can store files that you want to use in your flows.","source":"@site/docs/Concepts/concepts-file-management.mdx","sourceDirName":"Concepts","slug":"/concepts-file-management","permalink":"/concepts-file-management","draft":false,"unlisted":false,"tags":[],"version":"current","frontMatter":{"title":"Manage 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files to Langflow file management keeps your files in a central location, and allows you to reuse files across flows without repeated manual uploads."}),"\n",(0,s.jsx)(n.h2,{id:"use-the-file-management-ui",children:"Use the file management UI"}),"\n",(0,s.jsx)(n.p,{children:"You can use the file management UI to upload files from your local machine to your own Langflow server.\nYou can also manage all files that have been uploaded to your Langflow server."}),"\n",(0,s.jsxs)(n.ol,{children:["\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsx)(n.p,{children:"Navigate to Langflow file management:"}),"\n",(0,s.jsxs)(n.ul,{children:["\n",(0,s.jsxs)(n.li,{children:["In Langflow, on the ",(0,s.jsxs)(n.a,{href:"/concepts-flows#projects",children:[(0,s.jsx)(n.strong,{children:"Projects"})," page"]})," page, click ",(0,s.jsx)(n.strong,{children:"My Files"})," below the list of projects."]}),"\n",(0,s.jsxs)(n.li,{children:["From a browser, navigate to your Langflow server's 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Modify the base URL as needed for your Langflow server."]}),"\n",(0,s.jsxs)(n.li,{children:["For programmatic file management, use the ",(0,s.jsx)(n.a,{href:"/api-files",children:"Langflow API files endpoints"}),". However, the following steps assume you're using the file management UI."]}),"\n"]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["On the ",(0,s.jsx)(n.strong,{children:"My Files"})," page, click ",(0,s.jsx)(n.strong,{children:"Upload"}),"."]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsx)(n.p,{children:"Select one or more files to upload."}),"\n"]}),"\n"]}),"\n",(0,s.jsx)(n.p,{children:"After uploading files, you can rename, download, copy, or delete files within the file management UI:"}),"\n",(0,s.jsxs)(n.ul,{children:["\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["To delete a file, hover over a file's icon, select it, and then click ",(0,s.jsx)(r.A,{name:"Trash2","aria-hidden":"true"})," ",(0,s.jsx)(n.strong,{children:"Delete"}),".\nYou can delete multiple files in a single action."]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["To download a file, hover over a file's icon, select it, and then click ",(0,s.jsx)(r.A,{name:"Download","aria-hidden":"true"})," ",(0,s.jsx)(n.strong,{children:"Download"}),".\nIf you download multiple files in a single action, they are saved together in a zip file."]}),"\n"]}),"\n"]}),"\n",(0,s.jsx)(n.h2,{id:"upload-and-manage-files-with-the-langflow-api",children:"Upload and manage files with the Langflow API"}),"\n",(0,s.jsx)(n.p,{children:"With the Langflow API, you can upload and manage files in Langflow file management, and you can send files to flows programmatically at runtime."}),"\n",(0,s.jsxs)(n.p,{children:["For more information and examples, see ",(0,s.jsx)(n.a,{href:"/api-files",children:"Files endpoints"})," and ",(0,s.jsx)(n.a,{href:"/chat-with-files",children:"Create a chatbot that can ingest files"}),"."]}),"\n",(0,s.jsx)(n.h2,{id:"use-files-in-a-flow",children:"Use files in a flow"}),"\n",(0,s.jsxs)(n.p,{children:["To use files in your Langflow file management system in a flow, add a component that accepts file input to your flow, such as the ",(0,s.jsx)(n.strong,{children:"File"})," component."]}),"\n",(0,s.jsxs)(n.p,{children:["For example, add a ",(0,s.jsx)(n.strong,{children:"File"})," component to your flow, click ",(0,s.jsx)(n.strong,{children:"Select files"}),", and then select files from the ",(0,s.jsx)(n.strong,{children:"My Files"})," list."]}),"\n",(0,s.jsxs)(n.p,{children:["This list includes all files in your server's file management system, but you can only select ",(0,s.jsxs)(n.a,{href:"/components-data#file",children:["file types that are supported by the ",(0,s.jsx)(n.strong,{children:"File"})," component"]}),".\nIf you need another file type, you must use a different component that supports that file type, or you need to convert it to a supported type before uploading it."]}),"\n",(0,s.jsxs)(n.p,{children:["For more information about the ",(0,s.jsx)(n.strong,{children:"File"})," component and other data loading components, see ",(0,s.jsxs)(n.a,{href:"/components-data",children:[(0,s.jsx)(n.strong,{children:"Data"})," components"]}),"."]}),"\n",(0,s.jsx)(n.h3,{id:"load-files-at-runtime",children:"Load files at runtime"}),"\n",(0,s.jsx)(n.p,{children:"You can use preloaded files in your flows, and you can load files at runtime, if your flow accepts file input.\nTo enable file input in your flow, do the following:"}),"\n",(0,s.jsxs)(n.ol,{children:["\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["Add a ",(0,s.jsxs)(n.a,{href:"/components-data#file",children:[(0,s.jsx)(n.strong,{children:"File"})," component"]})," to your flow."]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["Click ",(0,s.jsx)(n.strong,{children:"Share"}),", select ",(0,s.jsx)(n.strong,{children:"API access"}),", and then click ",(0,s.jsx)(n.strong,{children:"Input Schema"})," to add ",(0,s.jsx)(n.a,{href:"/concepts-publish#input-schema",children:(0,s.jsx)(n.code,{children:"tweaks"})})," to the request payload in the flow's automatically generated code snippets."]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["Expand the ",(0,s.jsx)(n.strong,{children:"File"})," section, find the ",(0,s.jsx)(n.strong,{children:"Files"})," row, and then enable ",(0,s.jsx)(n.strong,{children:"Expose Input"})," to allow the parameter to be set at runtime through the Langflow API."]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["Close the ",(0,s.jsx)(n.strong,{children:"Input Schema"})," pane to return to the ",(0,s.jsx)(n.strong,{children:"API access"})," pane.\nThe payload in each code snippet now includes ",(0,s.jsx)(n.code,{children:"tweaks"})," with your ",(0,s.jsx)(n.strong,{children:"File"})," component's ID and the ",(0,s.jsx)(n.code,{children:"path"})," key that you enabled in ",(0,s.jsx)(n.strong,{children:"Input Schema"}),":"]}),"\n",(0,s.jsx)(h.Code,{codeConfig:p,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:'"tweaks"',props:{style:{color:"#A5D6FF"}}},{content:": {",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:' "File-qYD5w"',props:{style:{color:"#7EE787"}}},{content:": {",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:'\t "path"',props:{style:{color:"#7EE787"}}},{content:": []",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" }",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:"}",props:{style:{color:"#C9D1D9"}}}]}],lang:"json"},annotations:[]}]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["When you run this flow programmatically, your script must upload a file to Langflow file management, and then pass the returned ",(0,s.jsx)(n.code,{children:"file_path"})," to the ",(0,s.jsx)(n.code,{children:"path"})," tweak in the ",(0,s.jsx)(n.code,{children:"/run"})," request:"]}),"\n",(0,s.jsx)(h.Code,{codeConfig:p,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:'"tweaks"',props:{style:{color:"#A5D6FF"}}},{content:": {",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:' "FILE_COMPONENT_ID"',props:{style:{color:"#7EE787"}}},{content:": {",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:' "path"',props:{style:{color:"#7EE787"}}},{content:": [ ",props:{style:{color:"#C9D1D9"}}},{content:'"file_path"',props:{style:{color:"#A5D6FF"}}},{content:" ]",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" }",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:"}",props:{style:{color:"#C9D1D9"}}}]}],lang:"json"},annotations:[]}]}),"\n",(0,s.jsxs)(n.p,{children:["For a complete example see ",(0,s.jsx)(n.a,{href:"/chat-with-files",children:"Create a chatbot that can ingest files"})," and ",(0,s.jsx)(n.a,{href:"/api-files",children:"Files endpoints"}),"."]}),"\n",(0,s.jsxs)(n.p,{children:["If you want to upload multiple files, you can pass multiple ",(0,s.jsx)(n.code,{children:"file_path"})," values in the ",(0,s.jsx)(n.code,{children:"path"})," array, such as ",(0,s.jsx)(n.code,{children:'[ "path1", "path2" ]'}),"."]}),"\n"]}),"\n"]}),"\n",(0,s.jsx)(n.h2,{id:"upload-images",children:"Upload images"}),"\n",(0,s.jsx)(n.p,{children:"Langflow supports base64 images in the following formats:"}),"\n",(0,s.jsxs)(n.ul,{children:["\n",(0,s.jsx)(n.li,{children:"PNG"}),"\n",(0,s.jsx)(n.li,{children:"JPG/JPEG"}),"\n",(0,s.jsx)(n.li,{children:"GIF"}),"\n",(0,s.jsx)(n.li,{children:"BMP"}),"\n",(0,s.jsx)(n.li,{children:"WebP"}),"\n"]}),"\n",(0,s.jsxs)(n.p,{children:["You can upload images to the ",(0,s.jsx)(n.strong,{children:"Playground"})," chat interface and as runtime input with the Langflow API."]}),"\n",(0,s.jsxs)(n.ul,{children:["\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["In the ",(0,s.jsx)(n.strong,{children:"Playground"}),", you can drag-and-drop images into the chat input area, or you can click the ",(0,s.jsx)(n.strong,{children:"Attach image"})," icon to select an image to upload."]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["\n",(0,s.jsxs)(n.p,{children:["When you trigger a flow with the ",(0,s.jsx)(n.code,{children:"/api/v1/run/$FLOW_ID"})," endpoint, you can use the ",(0,s.jsx)(n.code,{children:"files"})," parameter to attach image data as a base64-encoded string:"]}),"\n",(0,s.jsx)(h.Code,{codeConfig:p,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:"curl ",props:{style:{color:"#FFA657"}}},{content:"-X ",props:{style:{color:"#79C0FF"}}},{content:'POST "http://',props:{style:{color:"#A5D6FF"}}},{content:"$LANGFLOW_SERVER_ADDRESS",props:{style:{color:"#C9D1D9"}}},{content:"/api/v1/run/",props:{style:{color:"#A5D6FF"}}},{content:"$FLOW_ID",props:{style:{color:"#C9D1D9"}}},{content:'" ',props:{style:{color:"#A5D6FF"}}},{content:"\\",props:{style:{color:"#79C0FF"}}}]},{tokens:[{content:"-H ",props:{style:{color:"#C9D1D9"}}},{content:'"Content-Type: application/json" ',props:{style:{color:"#A5D6FF"}}},{content:"\\",props:{style:{color:"#79C0FF"}}}]},{tokens:[{content:"-H ",props:{style:{color:"#C9D1D9"}}},{content:'"x-api-key: ',props:{style:{color:"#A5D6FF"}}},{content:"$LANGFLOW_API_KEY",props:{style:{color:"#C9D1D9"}}},{content:'" ',props:{style:{color:"#A5D6FF"}}},{content:"\\",props:{style:{color:"#79C0FF"}}}]},{tokens:[{content:"-d ",props:{style:{color:"#C9D1D9"}}},{content:"'{",props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:' "session_id": "custom_session_123",',props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:' "input_value": "What is in this image?",',props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:' "input_type": "chat",',props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:' "output_type": "chat",',props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:' "files": ["data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAA..."]',props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:"}'",props:{style:{color:"#A5D6FF"}}}]}],lang:"bash"},annotations:[]}]}),"\n"]}),"\n"]}),"\n",(0,s.jsxs)(n.p,{children:["For more specialized image processing, browse third-party ",(0,s.jsx)(n.a,{href:"/components-bundle-components",children:"bundles"})," or ",(0,s.jsx)(n.a,{href:"/components-custom-components",children:"create your own components"}),"."]}),"\n",(0,s.jsx)(n.h2,{id:"work-with-video-files",children:"Work with video files"}),"\n",(0,s.jsxs)(n.p,{children:["For videos, see the ",(0,s.jsx)(n.strong,{children:"Twelve Labs"})," and ",(0,s.jsx)(n.strong,{children:"YouTube"})," ",(0,s.jsx)(n.a,{href:"/components-bundle-components",children:"bundles"})," in the Langflow ",(0,s.jsx)(n.strong,{children:"Components"})," menu."]}),"\n",(0,s.jsx)(n.h2,{id:"set-the-maximum-file-size",children:"Set the maximum file size"}),"\n",(0,s.jsxs)(n.p,{children:["By default, the maximum file size is 100 MB.\nTo modify this value, change the ",(0,s.jsx)(n.code,{children:"--max-file-size-upload"})," ",(0,s.jsx)(n.a,{href:"/environment-variables",children:"environment variable"}),"."]}),"\n",(0,s.jsx)(n.h2,{id:"file-management-configuration",children:"File management configuration"}),"\n",(0,s.jsxs)(n.p,{children:["You can configure file management behavior using the following ",(0,s.jsx)(n.a,{href:"/environment-variables",children:"environment variables"}),":"]}),"\n",(0,s.jsxs)(n.table,{children:[(0,s.jsx)(n.thead,{children:(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.th,{children:"Variable"}),(0,s.jsx)(n.th,{children:"Format"}),(0,s.jsx)(n.th,{children:"Default"}),(0,s.jsx)(n.th,{children:"Description"})]})}),(0,s.jsxs)(n.tbody,{children:[(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"LANGFLOW_MAX_FILE_SIZE_UPLOAD"})}),(0,s.jsx)(n.td,{children:"Integer"}),(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"100"})}),(0,s.jsx)(n.td,{children:"Set the maximum file size for the upload in megabytes."})]}),(0,s.jsxs)(n.tr,{children:[(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"LANGFLOW_STORAGE_TYPE"})}),(0,s.jsx)(n.td,{children:"String"}),(0,s.jsx)(n.td,{children:(0,s.jsx)(n.code,{children:"local"})}),(0,s.jsx)(n.td,{children:"Type of storage to use for file uploads and data."})]})]})]}),"\n",(0,s.jsx)(n.h2,{id:"see-also",children:"See 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dff7688254..aee8e12160 100644 --- a/chat-with-rag.html +++ b/chat-with-rag.html @@ -22,8 +22,8 @@ - - + + diff --git a/components-agents.html b/components-agents.html index 97a55c0239..d6eea8a26b 100644 --- a/components-agents.html +++ b/components-agents.html @@ -22,8 +22,8 @@ - - + + diff --git a/components-bundle-components.html b/components-bundle-components.html index 7d9172e78e..e3cb510d6b 100644 --- a/components-bundle-components.html +++ b/components-bundle-components.html @@ -22,8 +22,8 @@ - - + + diff --git a/components-custom-components.html b/components-custom-components.html index fd120c4c96..60c8211d7a 100644 --- a/components-custom-components.html +++ b/components-custom-components.html @@ -22,8 +22,8 @@ - - + + diff --git a/components-data.html b/components-data.html index 6372c6569b..99a38edd76 100644 --- a/components-data.html +++ b/components-data.html @@ -22,8 +22,8 @@ - - + + diff --git a/components-embedding-models.html b/components-embedding-models.html index 3b1a762d0f..a74b08b788 100644 --- a/components-embedding-models.html +++ b/components-embedding-models.html @@ -22,8 +22,8 @@ - - + + diff --git a/components-helpers.html b/components-helpers.html index 1104a0363a..208eb7eb2f 100644 --- a/components-helpers.html +++ b/components-helpers.html @@ -22,8 +22,8 @@ - - + + diff --git a/components-io.html b/components-io.html index e6663cf131..bc93af195c 100644 --- a/components-io.html +++ b/components-io.html @@ -22,8 +22,8 @@ - - + + diff --git a/components-logic.html b/components-logic.html index ae32336c36..f89a8651a0 100644 --- a/components-logic.html +++ b/components-logic.html @@ -22,8 +22,8 @@ - - + + diff --git a/components-memories.html b/components-memories.html index 5d176a4b1a..8fa0004e34 100644 --- a/components-memories.html +++ b/components-memories.html @@ -22,8 +22,8 @@ - - + + diff --git a/components-models.html b/components-models.html index 45c6ef758b..3332683320 100644 --- a/components-models.html +++ b/components-models.html @@ -22,8 +22,8 @@ - - + + diff --git a/components-processing.html b/components-processing.html index 69191e7df5..f2c4034e62 100644 --- a/components-processing.html +++ b/components-processing.html @@ -22,8 +22,8 @@ - - + + diff --git a/components-prompts.html b/components-prompts.html index cb330a52e1..816e48b185 100644 --- a/components-prompts.html +++ b/components-prompts.html @@ -22,8 +22,8 @@ - - + + diff --git a/components-tools.html b/components-tools.html index b5c84f16b4..de881f4465 100644 --- a/components-tools.html +++ b/components-tools.html @@ -22,8 +22,8 @@ - - + + diff --git a/components-vector-stores.html b/components-vector-stores.html index 0bc9d305a0..20fcc15018 100644 --- a/components-vector-stores.html +++ b/components-vector-stores.html @@ -22,8 +22,8 @@ - - + + diff --git a/concepts-components.html b/concepts-components.html index 15c34dae1d..0cd843a825 100644 --- a/concepts-components.html +++ b/concepts-components.html @@ -22,8 +22,8 @@ - - + + diff --git a/concepts-file-management.html b/concepts-file-management.html index 94d349910e..1026ecb438 100644 --- a/concepts-file-management.html +++ b/concepts-file-management.html @@ -22,8 +22,8 @@ - - + + @@ -106,7 +106,7 @@ To enable file input in your flow, do the following:

  • Close the Input Schema pane to return to the API access pane. -The payload in each code snippet now includes tweaks, your File component's ID, and the path key that you enabled in Input Schema:

    +The payload in each code snippet now includes tweaks with your File component's ID and the path key that you enabled in Input Schema:


    _10
    "tweaks": {
    _10
    "File-qYD5w": {
    _10
    "path": []
    _10
    }
    _10
    }

  • @@ -141,11 +141,14 @@ The payload in each code snippet now includes tweaks, your

    Set the maximum file size​

    By default, the maximum file size is 100 MB. To modify this value, change the --max-file-size-upload environment variable.

    +

    File management configuration​

    +

    You can configure file management behavior using the following environment variables:

    +
    VariableFormatDefaultDescription
    LANGFLOW_MAX_FILE_SIZE_UPLOADInteger100Set the maximum file size for the upload in megabytes.
    LANGFLOW_STORAGE_TYPEStringlocalType of storage to use for file uploads and data.

    See also​

    • +
    Search
    diff --git a/concepts-flows-import.html b/concepts-flows-import.html index 8311ab08a8..c685d5a3f7 100644 --- a/concepts-flows-import.html +++ b/concepts-flows-import.html @@ -22,8 +22,8 @@ - - + + diff --git a/concepts-flows.html b/concepts-flows.html index 6b0ffe4ebf..c6b5275585 100644 --- a/concepts-flows.html +++ b/concepts-flows.html @@ -22,8 +22,8 @@ - - + + diff --git a/concepts-overview.html b/concepts-overview.html index 51ad2712ba..7947fcfed3 100644 --- a/concepts-overview.html +++ b/concepts-overview.html @@ -22,8 +22,8 @@ - - + + diff --git a/concepts-playground.html b/concepts-playground.html index 35d65ada72..85c135ee87 100644 --- a/concepts-playground.html +++ b/concepts-playground.html @@ -22,8 +22,8 @@ - - + + diff --git a/concepts-publish.html b/concepts-publish.html index 63c3f0dd60..3f0d6008f0 100644 --- a/concepts-publish.html +++ b/concepts-publish.html @@ -22,8 +22,8 @@ - - + + diff --git a/concepts-voice-mode.html b/concepts-voice-mode.html index 3d79ce4ebf..ca6e0b72ea 100644 --- a/concepts-voice-mode.html +++ b/concepts-voice-mode.html @@ -22,8 +22,8 @@ - - + + diff --git a/configuration-cli.html b/configuration-cli.html index 02f016154d..6a31960d81 100644 --- a/configuration-cli.html +++ b/configuration-cli.html @@ -22,8 +22,8 @@ - - + + diff --git a/configuration-custom-database.html b/configuration-custom-database.html index 9803a52432..dfd5eb1e2f 100644 --- a/configuration-custom-database.html +++ b/configuration-custom-database.html @@ -22,8 +22,8 @@ - - + + diff --git a/configuration-global-variables.html b/configuration-global-variables.html index 47c22634eb..c85a0bc314 100644 --- a/configuration-global-variables.html +++ b/configuration-global-variables.html @@ -22,8 +22,8 @@ - - + + @@ -52,6 +52,7 @@

    Global variables let you store and reuse generic input values and credentials across your Langflow projects. You can use a global variable in any text input field that displays the Globe icon.

    Langflow stores global variables in its internal database, and encrypts the values using a secret key.

    +
    Environment variables versus global variables

    Environment variables like LANGFLOW_PORT or LANGFLOW_LOG_LEVEL configure how Langflow runs, while global variables are user-defined values stored in Langflow's database for reuse across flows, like OPENAI_API_KEY.

    Some environment variables are automatically converted to global variables when Langflow starts. For more information, see Default environment variables.

    To add custom global variables, see Add custom global variables from the environment.

    Create a global variable​

    To create a new global variable, follow these steps.

      @@ -74,7 +75,8 @@ You can use a global variable in any text input field that displays the Global variables of the Generic type are displayed in a standard input field with no masking.
    1. Global variables of the Credential type are hidden in the visual editor and entered in a password-style input field that masks the value. This type isn't allowed in session ID fields where the value is exposed.
      2. -

      All default environment variables and variables sourced from the environment using LANGFLOW_VARIABLES_TO_GET_FROM_ENVIRONMENT are automatically set as Credential type.

      +

      All default environment variables and variables sourced from the environment using LANGFLOW_VARIABLES_TO_GET_FROM_ENVIRONMENT are automatically set as Credential type. +For more information, see Default environment variables.

    2. Enter the Value for your global variable.

      @@ -106,7 +108,8 @@ You can use a global variable in any text input field that displays the

    Delete a global variable​

    -
    warning

    Deleting a global variable permanently deletes any references to it from all flows in your Langflow projects.

    +

    Deleting a global variable permanently deletes the value from the database. +Flows that reference the deleted global variable will fail.

    1. In the Langflow header, click your profile icon, and then select Settings.

      @@ -121,9 +124,9 @@ You can use a global variable in any text input field that displays the Click Delete.

    -

    The global variable, and any existing references to it, are deleted.

    +

    The global variable is deleted from the database.

    Add custom global variables from the environment​

    -

    You can use the LANGFLOW_VARIABLES_TO_GET_FROM_ENVIRONMENT environment variable to source custom global variables from your runtime environment. +

    You can use the LANGFLOW_VARIABLES_TO_GET_FROM_ENVIRONMENT environment variable to source custom global variables from your runtime environment. All global variables sourced from the environment are automatically set as Credential type global variables.

    Langflow's default global variables are already included in this list and are automatically sourced when detected. You can extend this list by setting LANGFLOW_VARIABLES_TO_GET_FROM_ENVIRONMENT with your additional variables.

    @@ -135,18 +138,19 @@ You can extend this list by setting LANGFLOW_VARIABLES_TO_GET_FROM_ENVIRON

    Add the LANGFLOW_VARIABLES_TO_GET_FROM_ENVIRONMENT environment variable as follows:

    You can specify the variables either as a comma-separated string with no spaces, or as a JSON list:


    _10
    # Option 1: Comma-separated string (no spaces)
    _10
    LANGFLOW_VARIABLES_TO_GET_FROM_ENVIRONMENT=VARIABLE1,VARIABLE2
    _10
    _10
    # Option 2: JSON list format
    _10
    LANGFLOW_VARIABLES_TO_GET_FROM_ENVIRONMENT=["VARIABLE1", "VARIABLE2"]

    -

    Replace VARIABLE1,VARIABLE2 with your additional variables that you want Langflow to source from the environment, such as my_key,some_string or ["my_key", "some_string"]. -These are added to the default list of variables that Langflow already monitors.

    +

    Replace VARIABLE1,VARIABLE2 with your additional variables that you want Langflow to source from the environment, such as CUSTOM_API_KEY,INTERNAL_SERVICE_URL or ["CUSTOM_API_KEY", "INTERNAL_SERVICE_URL"]. +These are added to the default list of variables that Langflow already monitors, which includes common API keys like OPENAI_API_KEY, ANTHROPIC_API_KEY, and GOOGLE_API_KEY.

  • Save and close the file.

  • Start Langflow with the .env file:

    -

    _10
    VARIABLE1="VALUE1" VARIABLE2="VALUE2" python -m langflow run --env-file .env

    -

    In this example, the environment variables (VARIABLE1="VALUE1" and VARIABLE2="VALUE2") are prefixed to the startup command. -This is a rudimentary method for exposing environment variables to Python on the command line, and is meant for illustrative purposes. -Make sure to expose your environment variables to Langflow in a manner that best suits your own environment.

    +

    _10
    uv run langflow run --env-file .env

    +

    Alternatively, you can set environment variables directly in the command line:

    +

    _10
    VARIABLE1="VALUE1" VARIABLE2="VALUE2" uv run langflow run --env-file .env

    +

    The command-line variables will override any values in the .env file. +Expose your environment variables to Langflow in a manner that best suits your own environment.

  • Confirm that Langflow successfully sourced the global variables from the environment:

    @@ -160,7 +164,8 @@ Make sure to expose your environment variables to Langflow in a manner that best
    • -
    info

    When adding global variables from the environment, the following limitations apply:

      +

      When adding global variables from the environment, the following limitations apply:

      +

      • You can only source the Name and Value from the environment.

        To add additional parameters, such as the Apply To Fields parameter, you must edit the global variables in your Langflow Settings.

        @@ -168,41 +173,17 @@ Make sure to expose your environment variables to Langflow in a manner that best

      • Global variables that you add from the environment always have the Credential type.

        • -
    -

    If you want to explicitly prevent Langflow from sourcing global variables from the environment, set LANGFLOW_STORE_ENVIRONMENT_VARIABLES=False in your .env file.

    -

    If you want to automatically set fallback values for your global variables from environment variables, set LANGFLOW_FALLBACK_FROM_ENV_VAR=True in your .env file. When this setting is enabled, if a global variable isn't found, Langflow attempts to use an environment variable with the same name as a backup.

    -

    Default environment variables​

    -

    Langflow automatically detects and converts some environment variables into global variables of the type Credential, which are applied to the specific fields in components that require them. Currently, the following variables are supported:

    -
      -
    • ANTHROPIC_API_KEY
      • -
    • ASTRA_DB_API_ENDPOINT
      • -
    • ASTRA_DB_APPLICATION_TOKEN
      • -
    • AWS_ACCESS_KEY_ID
      • -
    • AWS_SECRET_ACCESS_KEY
      • -
    • AZURE_OPENAI_API_DEPLOYMENT_NAME
      • -
    • AZURE_OPENAI_API_EMBEDDINGS_DEPLOYMENT_NAME
      • -
    • AZURE_OPENAI_API_INSTANCE_NAME
      • -
    • AZURE_OPENAI_API_KEY
      • -
    • AZURE_OPENAI_API_VERSION
      • -
    • COHERE_API_KEY
      • -
    • COMPOSIO_API_KEY
      • -
    • GOOGLE_API_KEY
      • -
    • GROQ_API_KEY
      • -
    • HUGGINGFACEHUB_API_TOKEN
      • -
    • NOVITA_API_KEY
      • -
    • OPENAI_API_KEY
      • -
    • PINECONE_API_KEY
      • -
    • SAMBANOVA_API_KEY
      • -
    • SEARCHAPI_API_KEY
      • -
    • SERPAPI_API_KEY
      • -
    • TAVILY_API_KEY
      • -
    • UPSTASH_VECTOR_REST_TOKEN
      • -
    • UPSTASH_VECTOR_REST_URL
      • -
    • VECTARA_API_KEY
      • -
    • VECTARA_CORPUS_ID
      • -
    • VECTARA_CUSTOMER_ID
    -

    For information about other environment variables and their usage, see Environment Variables.