Langflow Complete Tutorial 2026

Build LangChain Applications and AI Agents Visually

What is Langflow?

Langflow is an open-source, visual development environment for building LangChain applications and AI agents. It provides a drag-and-drop interface that makes it easy to create complex AI workflows without writing code, while still allowing you to export Python code for production use.

Key Features

  • Visual Builder: Create LangChain flows with drag-and-drop
  • Component Library: Pre-built components for common tasks
  • Custom Components: Build your own reusable components
  • Code Export: Export flows to Python code
  • API Integration: Deploy flows as REST APIs
  • Real-time Testing: Test and iterate quickly

Getting Started

# Install via pip
pip install langflow

# Run Langflow
langflow run

Access the interface at http://localhost:7860

Common Use Cases

  • Chatbots: Build conversational AI assistants
  • Document Analysis: Process and analyze documents
  • QA Systems: Create question-answering applications
  • Content Generation: Automate writing workflows
  • Data Processing: Transform and analyze data with AI