Langflow

Agent-Building Frameworks and PlatformsMulti-agentGenerating apps

What is Langflow?

Langflow is a low-code, Python-based app builder designed for creating RAG and multi-agent AI applications. It offers a visual IDE for drag-and-drop workflow development, multi-agent orchestration, and seamless integration with various models, APIs, and databases. Langflow provides a free cloud service for quick setup and supports publishing workflows as APIs or Python applications.

Features

Python-based and model/API/database-agnostic platform
Visual IDE for drag-and-drop workflow creation
Multi-agent orchestration and conversation management
Free cloud service with zero setup required

Pros and Cons of Langflow

Pros

Simplifies AI app development with low-code approach
Supports multi-agent workflows and RAG applications
Offers observability with LangSmith and LangFuse integration
Free cloud service for quick prototyping and testing

Cons

Requires Python knowledge for advanced customization
Limited to Python 3.10 to 3.12 for installation
Self-managed deployment may need technical expertise

Langflow Use Cases

Building RAG applications for knowledge retrieval
Developing multi-agent conversational AI systems
Creating custom workflows with visual IDE
Prototyping AI apps with free cloud service

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