Description

  • Flowise is a powerful open-source, low-code development platform created to streamline how developers, teams, and enterprises build generative AI applications. By providing a modular, visual drag-and-drop interface, Flowise bridges the gap between complex language model orchestration frameworks like LangChain and practical production environments. Whether you want to prototype a smart conversational assistant, deploy advanced Retrieval-Augmented Generation (RAG) knowledge bases, or orchestrate distributed multi-agent systems, Flowise lets you do it in minutes instead of weeks.

    Designed for both rapid prototyping and enterprise-grade deployment, the platform supports over 100 LLMs, vector databases, and embedding providers. Developers can effortlessly embed custom chat widgets into their web properties, implement human-in-the-loop validation, and trace end-to-end execution metrics using built-in OpenTelemetry support. From streamlining customer service pipelines to automating internal operations, Flowise empowers teams to turn sophisticated AI concepts into reliable, production-ready systems without writing boilerplate code from scratch.


    Key Features

    • Visual Agentflow & Chatflow: Build complex multi-agent systems and single-agent chatbots using an intuitive drag-and-drop interface.

    • Knowledge Retrieval (RAG): Connect your LLM workflows to various document types and data sources for precise context handling.

    • Human-in-the-Loop (HITL): Allow human operators to review, approve, or modify tasks directly inside the agent execution loop.

    • Developer-Friendly APIs: Easily embed custom chats and extend applications using robust TypeScript/Python SDKs and full execution tracing.

    Best Use for?

    • Rapidly prototyping and testing multi-agent systems or custom customer support chatbots.

    • Building advanced Retrieval-Augmented Generation (RAG) applications using internal corporate documents and vector databases.

    • Integrating custom AI workflows and embedded chat interfaces directly into existing web applications via APIs and SDKs.

    Pricing and package plans

    • Free Plan: $0/month — Includes 2 flows and assistants, 100 predictions per month, 5MB storage, and community support.

    • Starter Plan: $35/month — Designed for individuals and small teams; includes unlimited flows, 10,000 predictions per month, and 1GB storage.

    • Pro Plan: $65/month — Ideal for medium businesses; includes 50,000 predictions, 10GB storage, multiple workspaces, user permission controls, and priority support.

Frequently Asked Questions

What is Flowise and how does it work?
Flowise is an open-source, low-code visual platform that lets you build, test, and deploy customized LLM apps and multi-agent systems using a drag-and-drop interface.
Can I connect my own data sources for RAG applications?
Yes, Flowise supports connecting various document formats, vector databases, and external data sources to enable accurate knowledge retrieval for your AI assistants.
Is Flowise suitable for production environments?
Yes, Flowise offers enterprise features including execution tracing, horizontal scaling options via message queues, and support for both cloud and on-premises deployments.
How do I integrate Flowise chatbots into my application?
You can integrate your workflows using embeddable chat widgets, standard REST APIs, or robust TypeScript and Python SDKs.
Can I use Flowise for free?
Yes, Flowise is open-source and offers a free tier with foundational flows and predictions to help you get started right away.

Pros

  • Dramatically reduces prototyping and development time for custom AI workflows.

  • Highly flexible with support for over 100 LLMs, embeddings, and vector databases.

  • Available as an open-source tool with seamless cloud or on-premises scaling.

    • Cons

  • Advanced multi-agent configuration and workflow debugging require a foundational technical understanding.

  • Cloud storage and prediction limits apply on lower-tier managed plans.