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Skip to main content

Flows

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Flows

Flows in Langflow are fully serializable and can be saved and loaded from the file system. In this guide, we'll explore how to import and export flows.

Import Flow​

If you've already got a Langflow JSON file, import it into Langflow by clicking on the project name and choosing Import Flow.

diff --git a/Deployment/deployment-docker.html b/Deployment/deployment-docker.html deleted file mode 100644 index d546061c5e..0000000000 --- a/Deployment/deployment-docker.html +++ /dev/null @@ -1,81 +0,0 @@ - - - - - -Docker | Langflow Documentation - - - - - - - - - - - - - - - - - - - - - -

Docker

This guide will help you get LangFlow up and running using Docker and Docker Compose.

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Prerequisites​

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  • Docker
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  • Docker Compose
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Docker​

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Clone repo and build Docker container​

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    Clone the LangFlow repository:

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    git clone https://github.com/langflow-ai/langflow.git

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    Navigate to the docker_example directory:

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    cd langflow/docker_example

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    Run the Docker Compose file:

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    docker compose up

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LangFlow will now be accessible at http://localhost:7860/.

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Docker Compose configuration​

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The Docker Compose configuration spins up two services: langflow and postgres.

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LangFlow service​

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The langflow service uses the langflowai/langflow:latest Docker image and exposes port 7860. It depends on the postgres service.

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Environment variables:

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  • LANGFLOW_DATABASE_URL: The connection string for the PostgreSQL database.
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  • LANGFLOW_CONFIG_DIR: The directory where LangFlow stores logs, file storage, monitor data, and secret keys.
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Volumes:

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  • langflow-data: This volume is mapped to /app/langflow in the container.
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PostgreSQL service​

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The postgres service uses the postgres:16 Docker image and exposes port 5432.

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Environment variables:

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  • POSTGRES_USER: The username for the PostgreSQL database.
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  • POSTGRES_PASSWORD: The password for the PostgreSQL database.
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  • POSTGRES_DB: The name of the PostgreSQL database.
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Volumes:

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  • langflow-postgres: This volume is mapped to /var/lib/postgresql/data in the container.
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Switch to a specific LangFlow version​

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If you want to use a specific version of LangFlow, you can modify the image field under the langflow service in the Docker Compose file. For example, to use version 1.0-alpha, change langflowai/langflow:latest to langflowai/langflow:1.0-alpha.

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- - \ No newline at end of file diff --git a/agents-overview.html b/agents-overview.html index 7714b875c7..9548c4f18b 100644 --- a/agents-overview.html +++ b/agents-overview.html @@ -16,8 +16,8 @@ - - + + @@ -25,7 +25,7 @@ -

Agents overview

Agents are AI systems that use LLMs as a brain to analyze problems and select external tools.

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Agents overview

Agents are AI systems that use LLMs as a brain to analyze problems and select external tools.

Instead of developers having to create logical statements to direct every possible path of a program, an agent can operate with autonomy. An agent can leverage external tools and APIs to gather information and take action, demonstrate chain-of-thought reasoning, and generate tailored text for specific purposes.

To simplify the development of agents, Langflow created a custom Tool calling agent component that simplifies configuration and lets developers focus on solving problems with agents.

Tool calling agentcomponent

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Create a problem-solving agent

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Create a problem-solving agent

Developing agents in Langchain is complex.

The AgentComponent is a component for easily creating an AI agent capable of analyzing tasks using tools you provide.

The component contains all of the elements you'll need for creating an agent. Instead of managing LLM models and providers, pick your model and enter your API key. Instead of connecting a Prompt component, enter instructions in the component's Agent Instruction fields.

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API examples

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API examples

This page provides examples and practices for managing Langflow using the Langflow API.

The Langflow API's OpenAPI spec can be viewed and tested at your Langflow deployment's docs endpoint. diff --git a/api.html b/api.html index be4b20fe27..0e744ba2a5 100644 --- a/api.html +++ b/api.html @@ -16,8 +16,8 @@ - - + + diff --git a/api/add-user.html b/api/add-user.html index fc439ff49c..3f7b4837c7 100644 --- a/api/add-user.html +++ b/api/add-user.html @@ -16,8 +16,8 @@ - - + + diff --git a/api/auto-login.html b/api/auto-login.html index 166452eaba..59a3a582da 100644 --- a/api/auto-login.html +++ b/api/auto-login.html @@ -16,8 +16,8 @@ - - + + diff --git a/api/build-flow.html b/api/build-flow.html index 0b0c0864e6..203c25220e 100644 --- a/api/build-flow.html +++ b/api/build-flow.html @@ -16,8 +16,8 @@ - - + + diff --git a/api/build-vertex-stream.html b/api/build-vertex-stream.html index dc80e1c24c..3fbf98b9b5 100644 --- a/api/build-vertex-stream.html +++ b/api/build-vertex-stream.html @@ -16,8 +16,8 @@ - - + + diff --git a/api/build-vertex.html b/api/build-vertex.html index 9a22e5650c..6d28d445db 100644 --- a/api/build-vertex.html +++ b/api/build-vertex.html @@ -16,8 +16,8 @@ - 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\\",props:{style:{color:"#79C0FF"}}}]},{tokens:[{content:" --set ",props:{style:{color:"#79C0FF"}}},{content:"'downloadFlows.flows\\[0\\].url=https://raw.githubusercontent.com/langflow-ai/langflow/dev/tests/data/basic_example.json'",props:{style:{color:"#A5D6FF"}}}]}],lang:"shell"},annotations:[]}]})]}),"\n",(0,l.jsxs)(o.ol,{start:"3",children:["\n",(0,l.jsx)(o.li,{children:"Check the status of the pods."}),"\n"]}),"\n",(0,l.jsx)(d.Code,{codeConfig:u,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:"kubectl ",props:{style:{color:"#FFA657"}}},{content:"get pods ",props:{style:{color:"#A5D6FF"}}},{content:"-n ",props:{style:{color:"#79C0FF"}}},{content:"langflow",props:{style:{color:"#A5D6FF"}}}]}],lang:"shell"},annotations:[]}]}),"\n",(0,l.jsx)(o.h3,{id:"access-the-langflow-app-api",children:"Access the Langflow app API"}),"\n",(0,l.jsxs)(o.ol,{children:["\n",(0,l.jsx)(o.li,{children:"Get your service 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For example, if you used ",(0,l.jsx)(o.code,{children:"helm install my-langflow-app-with-flow"})," the service name is ",(0,l.jsx)(o.code,{children:"my-langflow-app-with-flow-langflow-runtime"}),"."]}),"\n",(0,l.jsxs)(o.ol,{start:"2",children:["\n",(0,l.jsx)(o.li,{children:"Enable port forwarding to access Langflow from your local machine:"}),"\n"]}),"\n",(0,l.jsx)(d.Code,{codeConfig:u,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:"kubectl ",props:{style:{color:"#FFA657"}}},{content:"port-forward ",props:{style:{color:"#A5D6FF"}}},{content:"-n ",props:{style:{color:"#79C0FF"}}},{content:"langflow svc/my-langflow-app-with-flow-langflow-runtime 7860:",props:{style:{color:"#A5D6FF"}}},{content:"7860",props:{style:{color:"#79C0FF"}}}]}],lang:"shell"},annotations:[]}]}),"\n",(0,l.jsxs)(o.ol,{start:"3",children:["\n",(0,l.jsxs)(o.li,{children:["Confirm you can access the API at ",(0,l.jsx)(o.code,{children:"http://localhost:7860/api/v1/flows/"})," and view a list of flows."]}),"\n"]}),"\n",(0,l.jsx)(d.Code,{codeConfig:u,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:"curl ",props:{style:{color:"#FFA657"}}},{content:"-v ",props:{style:{color:"#79C0FF"}}},{content:"http://localhost:7860/api/v1/flows/",props:{style:{color:"#A5D6FF"}}}]}],lang:"shell"},annotations:[]}]}),"\n",(0,l.jsxs)(o.ol,{start:"4",children:["\n",(0,l.jsx)(o.li,{children:"Execute the packaged flow."}),"\n"]}),"\n",(0,l.jsx)(o.p,{children:"The following command gets the first flow ID from the flows list and runs the flow."}),"\n",(0,l.jsx)(d.Code,{codeConfig:u,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:"# Get flow ID",props:{style:{color:"#8B949E"}}}]},{tokens:[{content:"id",props:{style:{color:"#C9D1D9"}}},{content:"=",props:{style:{color:"#FF7B72"}}},{content:"$(",props:{style:{color:"#A5D6FF"}}},{content:"curl ",props:{style:{color:"#FFA657"}}},{content:"-s",props:{style:{color:"#79C0FF"}}},{content:' "http://localhost:7860/api/v1/flows/" ',props:{style:{color:"#A5D6FF"}}},{content:"| ",props:{style:{color:"#FF7B72"}}},{content:"jq ",props:{style:{color:"#FFA657"}}},{content:"-r",props:{style:{color:"#79C0FF"}}},{content:" '.[0].id')",props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:"",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:"# Run flow",props:{style:{color:"#8B949E"}}}]},{tokens:[{content:"curl ",props:{style:{color:"#FFA657"}}},{content:"-X ",props:{style:{color:"#79C0FF"}}},{content:"POST ",props:{style:{color:"#A5D6FF"}}},{content:"\\",props:{style:{color:"#79C0FF"}}}]},{tokens:[{content:' "http://localhost:7860/api/v1/run/',props:{style:{color:"#A5D6FF"}}},{content:"$id",props:{style:{color:"#C9D1D9"}}},{content:'?stream=false" ',props:{style:{color:"#A5D6FF"}}},{content:"\\",props:{style:{color:"#79C0FF"}}}]},{tokens:[{content:" -H ",props:{style:{color:"#79C0FF"}}},{content:"'Content-Type: application/json' ",props:{style:{color:"#A5D6FF"}}},{content:"\\",props:{style:{color:"#79C0FF"}}}]},{tokens:[{content:" -d ",props:{style:{color:"#79C0FF"}}},{content:"'{",props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:' "input_value": "Hello!",',props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:' "output_type": "chat",',props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:' "input_type": "chat"',props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:" }'",props:{style:{color:"#A5D6FF"}}}]}],lang:"shell"},annotations:[]}]}),"\n",(0,l.jsx)(o.h3,{id:"configure-secrets",children:"Configure secrets"}),"\n",(0,l.jsxs)(o.p,{children:["To inject secrets and Langflow global variables, use the ",(0,l.jsx)(o.code,{children:"secrets"})," and ",(0,l.jsx)(o.code,{children:"env"})," sections in the ",(0,l.jsx)(o.a,{href:"https://github.com/langflow-ai/langflow-helm-charts/blob/main/charts/langflow-runtime/values.yaml",children:"values.yaml"})," file."]}),"\n",(0,l.jsxs)(o.p,{children:["For example, the ",(0,l.jsx)(o.a,{href:"https://raw.githubusercontent.com/langflow-ai/langflow-helm-charts/refs/heads/main/examples/flows/basic-prompting-hello-world.json",children:"example flow JSON"})," uses a global variable that is a secret. When you export the flow as JSON, it's recommended to not include the secret."]}),"\n",(0,l.jsx)(o.p,{children:"Instead, when importing the flow in the Langflow runtime, you can set the global variable in one of the following ways:"}),"\n",(0,l.jsxs)(c.A,{children:[(0,l.jsxs)(a.A,{value:"values",label:"Using values.yaml",children:[(0,l.jsx)(d.Code,{codeConfig:u,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:"env",props:{style:{color:"#7EE787"}}},{content:":",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" - ",props:{style:{color:"#C9D1D9"}}},{content:"name",props:{style:{color:"#7EE787"}}},{content:": ",props:{style:{color:"#C9D1D9"}}},{content:"openai_key_var",props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:" valueFrom",props:{style:{color:"#7EE787"}}},{content:":",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" secretKeyRef",props:{style:{color:"#7EE787"}}},{content:":",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" name",props:{style:{color:"#7EE787"}}},{content:": ",props:{style:{color:"#C9D1D9"}}},{content:"openai-key",props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:" key",props:{style:{color:"#7EE787"}}},{content:": ",props:{style:{color:"#C9D1D9"}}},{content:"openai-key",props:{style:{color:"#A5D6FF"}}}]}],lang:"yaml"},annotations:[]}]}),(0,l.jsx)(o.p,{children:"Or directly in the values file (not recommended for secret values):"}),(0,l.jsx)(d.Code,{codeConfig:u,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:"env",props:{style:{color:"#7EE787"}}},{content:":",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" - ",props:{style:{color:"#C9D1D9"}}},{content:"name",props:{style:{color:"#7EE787"}}},{content:": ",props:{style:{color:"#C9D1D9"}}},{content:"openai_key_var",props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:" value",props:{style:{color:"#7EE787"}}},{content:": ",props:{style:{color:"#C9D1D9"}}},{content:'"sk-...."',props:{style:{color:"#A5D6FF"}}}]}],lang:"yaml"},annotations:[]}]})]}),(0,l.jsxs)(a.A,{value:"helm",label:"Using Helm Commands",children:[(0,l.jsxs)(o.ol,{children:["\n",(0,l.jsx)(o.li,{children:"Create the secret:"}),"\n"]}),(0,l.jsx)(d.Code,{codeConfig:u,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:"kubectl ",props:{style:{color:"#FFA657"}}},{content:"create secret generic openai-credentials ",props:{style:{color:"#A5D6FF"}}},{content:"\\",props:{style:{color:"#79C0FF"}}}]},{tokens:[{content:" --namespace ",props:{style:{color:"#79C0FF"}}},{content:"langflow ",props:{style:{color:"#A5D6FF"}}},{content:"\\",props:{style:{color:"#79C0FF"}}}]},{tokens:[{content:" --from-literal=OPENAI_API_KEY=sk...",props:{style:{color:"#79C0FF"}}}]}],lang:"shell"},annotations:[]}]}),(0,l.jsxs)(o.ol,{start:"2",children:["\n",(0,l.jsx)(o.li,{children:"Verify the secret exists. The result is encrypted."}),"\n"]}),(0,l.jsx)(d.Code,{codeConfig:u,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:"kubectl ",props:{style:{color:"#FFA657"}}},{content:"get secrets ",props:{style:{color:"#A5D6FF"}}},{content:"-n ",props:{style:{color:"#79C0FF"}}},{content:"langflow openai-credentials",props:{style:{color:"#A5D6FF"}}}]}],lang:"shell"},annotations:[]}]}),(0,l.jsxs)(o.ol,{start:"3",children:["\n",(0,l.jsx)(o.li,{children:"Upgrade the Helm release to use the secret."}),"\n"]}),(0,l.jsx)(d.Code,{codeConfig:u,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:"helm ",props:{style:{color:"#FFA657"}}},{content:"upgrade my-langflow-app-image langflow/langflow-runtime ",props:{style:{color:"#A5D6FF"}}},{content:"-n ",props:{style:{color:"#79C0FF"}}},{content:"langflow ",props:{style:{color:"#A5D6FF"}}},{content:"\\",props:{style:{color:"#79C0FF"}}}]},{tokens:[{content:" --reuse-values \\",props:{style:{color:"#79C0FF"}}}]},{tokens:[{content:" --set ",props:{style:{color:"#79C0FF"}}},{content:'"extraEnv[0].name=OPENAI_API_KEY" ',props:{style:{color:"#A5D6FF"}}},{content:"\\",props:{style:{color:"#79C0FF"}}}]},{tokens:[{content:" --set ",props:{style:{color:"#79C0FF"}}},{content:'"extraEnv[0].valueFrom.secretKeyRef.name=openai-credentials" ',props:{style:{color:"#A5D6FF"}}},{content:"\\",props:{style:{color:"#79C0FF"}}}]},{tokens:[{content:" --set ",props:{style:{color:"#79C0FF"}}},{content:'"extraEnv[0].valueFrom.secretKeyRef.key=OPENAI_API_KEY"',props:{style:{color:"#A5D6FF"}}}]}],lang:"shell"},annotations:[]}]})]})]}),"\n",(0,l.jsx)(o.h3,{id:"configure-the-log-level",children:"Configure the log level"}),"\n",(0,l.jsxs)(o.p,{children:["Set the log level and other Langflow configurations in the ",(0,l.jsx)(o.a,{href:"https://github.com/langflow-ai/langflow-helm-charts/blob/main/charts/langflow-runtime/values.yaml",children:"values.yaml"})," file."]}),"\n",(0,l.jsx)(d.Code,{codeConfig:u,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:"env",props:{style:{color:"#7EE787"}}},{content:":",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" - 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