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",(0,s.jsx)(o.code,{children:"environment"})," section."]}),"\n",(0,s.jsxs)(o.p,{children:["The following example is based on the ",(0,s.jsxs)(o.a,{href:"https://github.com/langflow-ai/langflow/blob/main/docker_example/docker-compose.yml",children:["example ",(0,s.jsx)(o.code,{children:"docker-compose.yml"})]}),"."]}),"\n",(0,s.jsx)(d.Code,{codeConfig:u,northPanel:{tabs:[""],active:"",heightRatio:1},files:[{name:"",focus:"",code:{lines:[{tokens:[{content:"services",props:{style:{color:"#7EE787"}}},{content:":",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" langflow",props:{style:{color:"#7EE787"}}},{content:":",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" image",props:{style:{color:"#7EE787"}}},{content:": ",props:{style:{color:"#C9D1D9"}}},{content:"langflowai/langflow:latest ",props:{style:{color:"#A5D6FF"}}},{content:"# or another version tag on https://hub.docker.com/r/langflowai/langflow",props:{style:{color:"#8B949E"}}}]},{tokens:[{content:" pull_policy",props:{style:{color:"#7EE787"}}},{content:": ",props:{style:{color:"#C9D1D9"}}},{content:"always ",props:{style:{color:"#A5D6FF"}}},{content:"# set to 'always' when using 'latest' image",props:{style:{color:"#8B949E"}}}]},{tokens:[{content:" ports",props:{style:{color:"#7EE787"}}},{content:":",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" - ",props:{style:{color:"#C9D1D9"}}},{content:'"7860:7860"',props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:" depends_on",props:{style:{color:"#7EE787"}}},{content:":",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" - ",props:{style:{color:"#C9D1D9"}}},{content:"postgres",props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:" environment",props:{style:{color:"#7EE787"}}},{content:":",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" - ",props:{style:{color:"#C9D1D9"}}},{content:"LANGFLOW_DATABASE_URL=postgresql://langflow:langflow@postgres:5432/langflow",props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:" # This variable defines where the logs, file storage, monitor data and secret keys are stored.",props:{style:{color:"#8B949E"}}}]},{tokens:[{content:" - ",props:{style:{color:"#C9D1D9"}}},{content:"LANGFLOW_CONFIG_DIR=app/langflow",props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:" - ",props:{style:{color:"#C9D1D9"}}},{content:"LANGFUSE_SECRET_KEY=sk-...",props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:" - ",props:{style:{color:"#C9D1D9"}}},{content:"LANGFUSE_PUBLIC_KEY=pk-...",props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:" - ",props:{style:{color:"#C9D1D9"}}},{content:"LANGFUSE_BASE_URL=https://us.cloud.langfuse.com",props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:" volumes",props:{style:{color:"#7EE787"}}},{content:":",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" - ",props:{style:{color:"#C9D1D9"}}},{content:"langflow-data:/app/langflow",props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:"",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" postgres",props:{style:{color:"#7EE787"}}},{content:":",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" image",props:{style:{color:"#7EE787"}}},{content:": ",props:{style:{color:"#C9D1D9"}}},{content:"postgres:16",props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:" environment",props:{style:{color:"#7EE787"}}},{content:":",props:{style:{color:"#C9D1D9"}}}]},{tokens:[{content:" POSTGRES_USER",props:{style:{color:"#7EE787"}}},{content:": ",props:{style:{color:"#C9D1D9"}}},{content:"langflow",props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:" POSTGRES_PASSWORD",props:{style:{color:"#7EE787"}}},{content:": ",props:{style:{color:"#C9D1D9"}}},{content:"langflow",props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:" POSTGRES_DB",props:{style:{color:"#7EE787"}}},{content:": ",props:{style:{color:"#C9D1D9"}}},{content:"langflow",props:{style:{color:"#A5D6FF"}}}]},{tokens:[{content:" 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a/deployment-prod-best-practices.html +++ b/deployment-prod-best-practices.html @@ -25,7 +25,7 @@ - + diff --git a/deployment-public-server.html b/deployment-public-server.html index ef7233b567..fcb7906185 100644 --- a/deployment-public-server.html +++ b/deployment-public-server.html @@ -25,7 +25,7 @@ - + diff --git a/deployment-railway.html b/deployment-railway.html index a4abcf22db..4bdd682dea 100644 --- a/deployment-railway.html +++ b/deployment-railway.html @@ -25,7 +25,7 @@ - + diff --git a/deployment-render.html b/deployment-render.html index ee29462dc7..6cd96bc7b8 100644 --- a/deployment-render.html +++ b/deployment-render.html @@ -25,7 +25,7 @@ - + diff --git a/develop-application.html b/develop-application.html index cad5d06af3..177d58c938 100644 --- a/develop-application.html +++ b/develop-application.html @@ -25,7 +25,7 @@ - + diff --git a/directory.html b/directory.html index 3d227ec626..e3ae30e41a 100644 --- a/directory.html +++ b/directory.html @@ -25,7 +25,7 @@ - + diff --git a/dynamic-create-data.html b/dynamic-create-data.html index 88b5b53685..f23afe1328 100644 --- a/dynamic-create-data.html +++ b/dynamic-create-data.html @@ -25,7 +25,7 @@ - + diff --git a/enterprise-database-guide.html b/enterprise-database-guide.html index c20db0639e..020ab0a701 100644 --- a/enterprise-database-guide.html +++ b/enterprise-database-guide.html @@ -25,7 +25,7 @@ - + diff --git a/environment-variables.html b/environment-variables.html index b24e2eff55..eb6b18148e 100644 --- a/environment-variables.html +++ b/environment-variables.html @@ -25,7 +25,7 @@ - + diff --git a/get-started-installation.html b/get-started-installation.html index 2503dd54d7..ae883669fc 100644 --- a/get-started-installation.html +++ b/get-started-installation.html @@ -25,7 +25,7 @@ - + diff --git a/get-started-quickstart.html b/get-started-quickstart.html index ea50d965c7..c4b2987697 100644 --- a/get-started-quickstart.html +++ b/get-started-quickstart.html @@ -25,7 +25,7 @@ - + diff --git a/guardrails.html b/guardrails.html index 00415b701f..a49b78d1b9 100644 --- a/guardrails.html +++ b/guardrails.html @@ -25,7 +25,7 @@ - + diff --git a/if-else.html b/if-else.html index 65b2196dd0..19ecec55a1 100644 --- a/if-else.html +++ b/if-else.html @@ -25,7 +25,7 @@ - + diff --git a/img/langflow-icon-black-transparent.svg b/img/langflow-icon-black-transparent.svg new file mode 100644 index 0000000000..1c7b36c4dd --- /dev/null +++ b/img/langflow-icon-black-transparent.svg @@ -0,0 +1,5 @@ + + + + + diff --git a/index.html b/index.html index f2eaf07792..91a09ba921 100644 --- a/index.html +++ b/index.html @@ -25,7 +25,7 @@ - + diff --git a/install-custom-dependencies.html b/install-custom-dependencies.html index c35fccf434..c67f777d91 100644 --- a/install-custom-dependencies.html +++ b/install-custom-dependencies.html @@ -25,7 +25,7 @@ - + diff --git a/integrations-arize.html b/integrations-arize.html index 011bcb7593..42f3551317 100644 --- a/integrations-arize.html +++ b/integrations-arize.html @@ -25,7 +25,7 @@ - + diff --git a/integrations-instana-traceloop.html b/integrations-instana-traceloop.html index d7d6aba7ec..6414fa6bb3 100644 --- a/integrations-instana-traceloop.html +++ b/integrations-instana-traceloop.html @@ -25,7 +25,7 @@ - + diff --git a/integrations-langfuse.html b/integrations-langfuse.html index 91a89ff4be..c6e893a157 100644 --- a/integrations-langfuse.html +++ b/integrations-langfuse.html @@ -25,7 +25,7 @@ - + @@ -68,22 +68,22 @@

  • Copy the following API key information:

      -
    • Secret Key
      • -
    • Public Key
      • -
    • Host URL
      • +
    • Secret key
      • +
    • Public key
      • +
    • Base URL
    +
    tip

    Langflow previously used LANGFUSE_HOST as the variable for the Langfuse base URL. +This is still supported for backward compatibility, but LANGFUSE_BASE_URL is now the preferred environment variable and will be used if both values are set.

  • -

    Set your Langfuse project credentials as environment variables in the same environment where you run Langflow.

    -

    In the following examples, replace SECRET_KEY, PUBLIC_KEY, and HOST_URL with your API key details from Langfuse.

    -

    These commands set the environment variables in a Linux or macOS terminal session:


    _10
    export LANGFUSE_SECRET_KEY=SECRET_KEY
    _10
    export LANGFUSE_PUBLIC_KEY=PUBLIC_KEY
    _10
    export LANGFUSE_HOST=HOST_URL

    +

    Set your Langfuse project credentials as environment variables.

    +

    In the following examples, replace SECRET_KEY, PUBLIC_KEY, and LANGFUSE_BASE_URL with your API key details from Langfuse. +Add the following entries to your .env file:

    +

    _10
    LANGFUSE_SECRET_KEY=sk-...
    _10
    LANGFUSE_PUBLIC_KEY=pk-...
    _10
    LANGFUSE_BASE_URL=https://us.cloud.langfuse.com

    • - -

    Start Langflow and view traces in Langfuse​

    -
    1. -

      Start Langflow in the same environment where you set the Langfuse environment variables:

      -

      _10
      uv run langflow run

      +

      Start Langflow with the configuration in the .env file:

      +

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

    2. Run a flow.

      @@ -105,15 +105,18 @@

    3. Copy the following API key information:

        -
      • Secret Key
        • -
      • Public Key
        • -
      • Host URL
        • +
      • Secret key
        • +
      • Public key
        • +
      • Base URL
      +
      tip

      Langflow previously used LANGFUSE_HOST as the variable for the Langfuse base URL. +LANGFUSE_HOST is still supported for backward compatibility, but LANGFUSE_BASE_URL is the preferred environment variable. +If both values are set, then LANGFLOW_BASE_URL is used.

    4. Add your Langflow credentials to your Langflow docker-compose.yml file in the environment section.

      The following example is based on the example docker-compose.yml.

      -

      _32
      services:
      _32
      langflow:
      _32
      image: langflowai/langflow:latest # or another version tag on https://hub.docker.com/r/langflowai/langflow
      _32
      pull_policy: always # set to 'always' when using 'latest' image
      _32
      ports:
      _32
      - "7860:7860"
      _32
      depends_on:
      _32
      - postgres
      _32
      environment:
      _32
      - LANGFLOW_DATABASE_URL=postgresql://langflow:langflow@postgres:5432/langflow
      _32
      # This variable defines where the logs, file storage, monitor data and secret keys are stored.
      _32
      - LANGFLOW_CONFIG_DIR=app/langflow
      _32
      - LANGFUSE_SECRET_KEY=sk-...
      _32
      - LANGFUSE_PUBLIC_KEY=pk-...
      _32
      - LANGFUSE_HOST=https://us.cloud.langfuse.com
      _32
      volumes:
      _32
      - langflow-data:/app/langflow
      _32
      _32
      postgres:
      _32
      image: postgres:16
      _32
      environment:
      _32
      POSTGRES_USER: langflow
      _32
      POSTGRES_PASSWORD: langflow
      _32
      POSTGRES_DB: langflow
      _32
      ports:
      _32
      - "5432:5432"
      _32
      volumes:
      _32
      - langflow-postgres:/var/lib/postgresql/data
      _32
      _32
      volumes:
      _32
      langflow-postgres:
      _32
      langflow-data:

      +

      _32
      services:
      _32
      langflow:
      _32
      image: langflowai/langflow:latest # or another version tag on https://hub.docker.com/r/langflowai/langflow
      _32
      pull_policy: always # set to 'always' when using 'latest' image
      _32
      ports:
      _32
      - "7860:7860"
      _32
      depends_on:
      _32
      - postgres
      _32
      environment:
      _32
      - LANGFLOW_DATABASE_URL=postgresql://langflow:langflow@postgres:5432/langflow
      _32
      # This variable defines where the logs, file storage, monitor data and secret keys are stored.
      _32
      - LANGFLOW_CONFIG_DIR=app/langflow
      _32
      - LANGFUSE_SECRET_KEY=sk-...
      _32
      - LANGFUSE_PUBLIC_KEY=pk-...
      _32
      - LANGFUSE_BASE_URL=https://us.cloud.langfuse.com
      _32
      volumes:
      _32
      - langflow-data:/app/langflow
      _32
      _32
      postgres:
      _32
      image: postgres:16
      _32
      environment:
      _32
      POSTGRES_USER: langflow
      _32
      POSTGRES_PASSWORD: langflow
      _32
      POSTGRES_DB: langflow
      _32
      ports:
      _32
      - "5432:5432"
      _32
      volumes:
      _32
      - langflow-postgres:/var/lib/postgresql/data
      _32
      _32
      volumes:
      _32
      langflow-postgres:
      _32
      langflow-data:

    5. Start the Docker container:

      @@ -121,8 +124,8 @@

    6. To confirm Langfuse is connected to your Langflow container, run the following command:

      -

      _10
      docker compose exec langflow python -c "import requests, os; addr = os.environ.get('LANGFUSE_HOST'); print(addr); res = requests.get(addr, timeout=5); print(res.status_code)"

      -

      If there is an error, make sure you have set the LANGFUSE_HOST environment variable in your terminal session.

      +

      _10
      docker compose exec langflow python -c "import requests, os; addr = os.environ.get('LANGFUSE_BASE_URL'); print(addr); res = requests.get(addr, timeout=5); print(res.status_code)"

      +

      If there is an error, make sure you have set the LANGFUSE_BASE_URL environment variable in your docker-compose.yml file.

      Output similar to the following indicates success:


      _10
      https://us.cloud.langfuse.com
      _10
      200

      7. @@ -130,7 +133,7 @@

      See also​