Visual flow building
Assemble workflows with drag-and-drop components and visual state flows. Hundreds of pre-built flows and components provide starting points for building and iterating on applications.
Langflow
Freemium
A low-code builder for developers creating AI agents, RAG applications, and MCP servers.
O que é Langflow?
Langflow is a low-code AI builder for creating and deploying agentic and retrieval-augmented generation (RAG) applications, as well as Model Context Protocol (MCP) servers. It combines a visual flow editor with Python customization, letting developers connect models, data sources, and tools into working applications.
Its core workflow moves from assembling reusable components to running flows and exposing them through an API. Developers can choose models and vector databases for their application, iterate on the flow, and deploy through either the open-source software or a cloud account.
O que Langflow pode fazer?
Python customization
Customize components and application behavior in Python when a workflow needs logic beyond the visual configuration.
Model and data integrations
Swap and compare models and connect vector databases and external tools. Listed integrations include Anthropic, Ollama, Mistral, Qdrant, Weaviate, Google Drive, and Slack.
Agent tool access
Run a single agent or multiple agents, with flow components available as tools. Agent configuration includes instructions, a model provider, and tool inputs.
Structured output generation
Use a language model to extract structured data from unstructured text with a defined output schema, supporting workflows that need consistently formatted results.
API deployment
Expose a flow as an API to connect it with other applications. Langflow supports self-deployment and cloud deployment for moving workflows into production.
Casos de uso
“Call transcription and support analysis”
Convert audio files into transcripts with AssemblyAI, then classify calls by topic, sentiment, resolution status, and urgency. The workflow preserves both the transcript and its classification for subsequent analysis.
“Document extraction”
Turn unstructured PDFs, emails, and web pages into machine-readable data. Combine document processing with schema-based output generation to prepare extracted information for downstream workflows.
“Document chunk classification”
Ingest files, split their contents into chunks, and classify those chunks in a document-processing workflow for documents and knowledge bases.
“CSV query assistance”
Build an assistant that processes uploaded files for automated document analysis and data queries, using the CSV Query Assistant template as a starting point.
Perguntas frequentes
Do I need to write Python to start building?
Langflow offers a visual editor and pre-built components for assembling flows. Python customization is available when you need to modify components or add application-specific behavior.
How do I configure a model in a flow?
Language model components let you select a provider and model, enter an API key, and supply input and system messages. The published examples show OpenAI model configuration.
Can I inspect a flow's chat output while building?
Yes. A Chat Output component displays messages in the Playground, allowing you to view the output of a connected flow.
Is there a free way to get started?
The website offers free getting started access and a free cloud account, alongside the open-source option for self-deployment.
Informações rápidas
- Product category
- Low-code AI application builder
- Primary users
- Developers building AI workflows
- Customization language
- Python
- Application types
- AI agents, RAG applications, and MCP servers
- Website
- https://langflow.org
Análise de tráfego de Langflow
Os dados de tráfego são apenas para referência.
- Classificação do domínio
- 73
Alternativas ao Langflow
Totalum
totalum.app
Totalum is an AI app builder that turns natural-language descriptions into full-stack web applications with databases, authentication, hosting, and deployment. It supports browser-based creation as well as API and MCP workflows for developers and coding agents.
Credal
credal.ai
Build and govern enterprise AI agents and MCP servers with shared business context.
Shipper.now
shipper.now
Shipper.now is a no-code AI builder for turning plain-language ideas into websites, web and mobile apps, bots, extensions, and other digital products. It is designed for people who want to build and launch software without starting with code or design work.
Zoho Creator
www.zoho.com
Zoho Creator is an AI-assisted low-code application development platform for building custom business apps, workflows, agents, and portals. It supports internal operations, external-user services, and integrations with existing business systems.
Google AI Studio
aistudio.google.com
Google AI Studio is a browser-based development environment for experimenting with Google’s generative models and moving prompts into applications through the Gemini API. It supports developers building text, image, video, audio, and agent experiences.
Cloudflare Agents
agents.cloudflare.com
A platform and SDK for developers building AI agents with persistent state and tools.