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description Welcome to the official Flowise documentation

Introduction

Flowise is an open source generative AI development platform for building AI Agents and LLM workflows.

It offers a complete solution that includes:

  • Visual Builder
  • Tracing & Analytics
  • Evaluations
  • Human in the Loop
  • API, CLI, SDK, Embedded Chatbot
  • Teams & Workspaces

There are 3 main visual builders namely:

  • Assistant
  • Chatflow
  • Agentflow

Assistant

Assistant is the most beginner-friendly way of creating an AI Agent. Users can create chat assistant that is able to follow instructions, use tools when necessary, and retrieve knowledge base from uploaded files (RAG) to respond to user queries.

Chatflow

Chatflow is designed to build single-agent systems, chatbots and simple LLM flows. It is more flexible than Assistant. Users can use advance techniques like Graph RAG, Reranker, Retriever, etc.

Agentflow

Agentflow is the superset of Chatflow & Assistant. It can be used to create chat assistant, single-agent system, multi-agent systems, and complex workflow orchestration. Learn more Agentflow V2

Flowise Capabilities

Feature Area Flowise Capabilities
Orchestration Visual editor, supports open-source & proprietary models, expressions, custom code, branching/looping/routing logic
Data Ingestion & Integration Connects to 100+ sources, tools, vector databases, memories
Monitoring Execution logs, visual debugging, external log streaming
Deployment Self-hosted options, air-gapped deploy
Data Processing Data transforms, filters, aggregates, custom code, RAG indexing pipelines
Memory & Planning Various memory optimization technique and integrations
MCP Integration MCP client/server nodes, tool listing, SSE, auth support
Safety & Control Input moderation & output post-processing
API, SDK, CLI API access, JS/Python SDK, Command Line Interface
Embedded & Share Chatbot Customizable embedded chat widget and component
Templates & Components Template marketplace, reusable components
Security Controls RBAC, SSO, encrypted creds, secret managers, rate limit, restricted domains
Scalability Vertical/horizontal scale, high throughput/workflow load
Evaluations Datasets, Evaluators and Evaluations
Community Support Active community forum
Vendor Support SLA support, consultations, fixed/deterministic pricing

Contributing

If you want to help this project, please consider reviewing the Contribution Guide.

Need Help?

For support and further discussion, head over to our Discord server.