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Running LangFlow with Docker
This guide will help you get LangFlow up and running using Docker and Docker Compose.
Prerequisites
- Docker
- Docker Compose
Steps
Clone the LangFlow repository:
git clone https://github.com/langflow-ai/langflow.gitNavigate to the
docker_exampledirectory:cd langflow/docker_exampleRun the Docker Compose file:
docker compose up
LangFlow will now be accessible at http://localhost:7860/.
Docker Compose Configuration
The Docker Compose configuration spins up two services: langflow and postgres.
LangFlow Service
The langflow service uses the langflowai/langflow:latest Docker image and exposes port 7860. It depends on the postgres service.
Environment variables:
LANGFLOW_DATABASE_URL: The connection string for the PostgreSQL database.LANGFLOW_CONFIG_DIR: The directory where LangFlow stores logs, file storage, monitor data, and secret keys.
Volumes:
langflow-data: This volume is mapped to/var/lib/langflowin the container.
PostgreSQL Service
The postgres service uses the postgres:16 Docker image and exposes port 5432.
Environment variables:
POSTGRES_USER: The username for the PostgreSQL database.POSTGRES_PASSWORD: The password for the PostgreSQL database.POSTGRES_DB: The name of the PostgreSQL database.
Volumes:
langflow-postgres: This volume is mapped to/var/lib/postgresql/datain the container.
Switching to a Specific LangFlow Version
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.