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Langflow

Langflow

Open-source visual builder for AI agents and retrieval workflows

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What this product helps you do

Langflow combines a drag-and-drop flow editor with a Python runtime and component system. Developers can connect model, embedding, vector-store, data, tool, agent, and MCP components; test flows in the playground; and expose them through the API or deploy the open-source application themselves. The core software is free, while model APIs, databases, and hosting can create separate costs.

Problems it solves

  • Agent and retrieval prototypes require repetitive integration code
  • Teams need a visual way to inspect and change multi-step AI flows
  • Model, vector-store, data, and tool components use different interfaces
  • Prototypes need a path from interactive testing to callable services
Best for
Python developers prototyping AI applicationsTeams building retrieval-augmented generation workflowsAgent builders connecting models, tools, data, and MCP serversOrganizations that prefer a self-hostable visual development environment

Langflow is an open-source Python framework and visual editor for composing AI applications. Its component library covers models, prompts, agents, data ingestion, embeddings, vector stores, tools, APIs, and MCP connections.

Builders can test a flow interactively, edit component code, and invoke completed flows through supported APIs. The MIT-licensed project can run locally or on infrastructure selected by the adopter, with external service costs handled separately.

Information

DeveloperLangflow AI
Languagesen
Pricing modelfree
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