Keywords AI

Botpress vs Flowise

Compare Botpress and Flowise side by side. Both are tools in the No-Code AI Builders category.

Quick Comparison

Botpress
Botpress
Flowise
Flowise
CategoryNo-Code AI BuildersNo-Code AI Builders
PricingOpen SourceOpen Source
Best ForTeams who want an open-source chatbot platform they can self-host and fully customizeDevelopers who want to build LLM workflows visually with LangChain components
Websitebotpress.comflowiseai.com
Key Features
  • Open-source chatbot platform
  • Visual flow builder
  • Multiple LLM support
  • Self-hosted option
  • Plugin and integration ecosystem
  • Open-source visual LLM workflow builder
  • Drag-and-drop node interface
  • LangChain integration
  • Custom components
  • Self-hosted deployment
Use Cases
  • Self-hosted AI chatbots
  • Customer service automation
  • Lead generation bots
  • Internal knowledge assistants
  • Multi-language chatbot deployment
  • Visual RAG pipeline building
  • LLM workflow prototyping
  • Custom AI tool creation
  • AI application experimentation
  • No-code LLM chain building

When to Choose Botpress vs Flowise

Botpress
Choose Botpress if you need
  • Self-hosted AI chatbots
  • Customer service automation
  • Lead generation bots
Pricing: Open Source
Flowise
Choose Flowise if you need
  • Visual RAG pipeline building
  • LLM workflow prototyping
  • Custom AI tool creation
Pricing: Open Source

How to Choose a No-Code AI Builders Tool

Key criteria to evaluate when comparing No-Code AI Builders solutions:

Visual builder qualityHow intuitive and powerful the drag-and-drop interface is for building AI workflows.
Channel supportDeployment options — web chat, Slack, WhatsApp, voice, API, etc.
Customization depthHow far you can go beyond templates before hitting platform limitations.
LLM provider flexibilityChoice of underlying AI models and ability to switch between them.
AnalyticsConversation analytics, user behavior tracking, and performance metrics.

About Botpress

Botpress is an open-source platform for building AI-powered chatbots and agents. It provides a visual flow builder, built-in NLU, knowledge bases, and multi-channel deployment (web, WhatsApp, Slack, etc.). Botpress uses LLMs for natural conversation handling while maintaining structured workflows, making it suitable for both simple FAQ bots and complex enterprise automation.

About Flowise

Flowise is an open-source drag-and-drop UI for building LLM flows and AI agents. Built on top of LangChain, it lets users visually connect LLMs, prompts, tools, memory, and vector stores into working applications without writing code. Flowise can be self-hosted and is popular with teams that want the power of LangChain with a visual interface.

What is No-Code AI Builders?

Visual platforms that let non-developers build AI agents, chatbots, and automated workflows without writing code.

Browse all No-Code AI Builders tools →

Frequently Asked Questions

What is a no-code AI builder?

A no-code AI builder is a visual platform that lets you create AI-powered chatbots, agents, and workflows without writing code. You design conversation flows, connect knowledge bases, and deploy across channels using a drag-and-drop interface.

When should I use a no-code builder vs a code-based framework?

Use no-code builders when you need to ship quickly, your team lacks AI engineering skills, or the use case is straightforward. Switch to code-based frameworks when you need complex custom logic, deep integrations, or full control over the AI pipeline.

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