Flowise is a visual AI development platform that sits on top of LangChain, allowing the creation of AI workflows by connecting modular blocks representing various functions such as LLM calls, custom JavaScript functions, and data retrieval.

Yes, Flowise AI is completely free and open source. Users can self-host it locally or deploy on cloud environments.

Do I need coding skills to use Flowise?

No, Flowise is designed for both beginners and experienced developers who want to build AI agents without writing code. It uses a drag-and-drop editor and form-based configuration for nodes (blocks).

What can I build with Flowise?

You can build AI chat assistants, multi-agent workflows, customer support bots, data analyst agents, and more. It supports tool usage, knowledge retrieval from documents or websites (RAG), and integration via APIs.

How does Flowise handle knowledge/data input?

Flowise can ingest data from various sources including websites (via FAQ scraping and web crawling), CSV datasets, documents, and vector databases. This data is used to populate vector stores which the AI queries to answer user questions based on the actual information.

Can I customize the chatbot UI?

Yes, Flowise lets you embed chat widgets into your website with customizable welcome messages, avatars, and input placeholders. Any change in the chatbot flow automatically updates the embedded interface.

What are the main visual builders in Flowise?

The main visual builders in Flowise are Assistant, which is a beginner-friendly chat assistant builder with support for instruction-following and document knowledge retrieval; Chatflow, which provides more advanced chat-based workflows; and Agentflow, which is used for orchestrating multi-agent workflows.

How can I get started with Flowise?

You can install it locally via npm, run it on cloud, or use Flowise Cloud service. Tutorials and video guides are available for setup and usage.

Does Flowise support advanced features like routing and API integration?

Yes, it supports condition nodes to analyze queries and route them to various agents specialized in different topics. It can also integrate APIs for tasks like event management or HR support.

Yes, it supports vertical and horizontal scaling, can handle high throughput, and can be deployed both on-premises and in the cloud with enterprise-grade infrastructure.

Flowise

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Flowise is an open-source platform for building AI applications like chatbots and smart agents. Using a simple drag-and-drop interface, you can connect different AI components and data sources without writing any code. This makes it easy for anyone to quickly develop and deploy powerful, custom AI solutions.

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Overview Features Use Cases FAQ Integrations Pricing

About Flowise

Who It's For

Flowise is for anyone building AI tools without code. It suits beginners and experienced developers, individuals, and businesses. Quickly create custom AI chatbots, smart agents, and automated workflows using its simple visual interface.

What You Get

You get a visual workspace to design various AI applications. Build chatbots that remember things, multi-agent systems, or AI tasks with human oversight. It connects to many AI models and data sources, allowing your AI to use information from documents or websites for smart replies.

How It Works

Flowise uses a drag-and-drop system with building blocks. Connect these visually to create your AI workflow. Each block performs a task, like talking to an AI model or getting data. Your AI apps can link to other software via APIs or embed directly onto your website. It scales easily.

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Features & Capabilities

🚀 Core Development Platform

Visual Drag & Drop UI

Build custom LLM applications quickly using an intuitive visual interface with modular building blocks.

Open-Source Flexibility

Leverage a flexible, open-source platform trusted globally for building agentic systems.

Ready-to-Use Templates

Accelerate development with pre-built application templates for common use cases.

Rapid Iteration

Design, test, and refine your entire AI application stack efficiently.

🤖 Advanced Agent Capabilities

Multi-Agent Orchestration

Develop and coordinate complex systems involving multiple agents with distributed workflows.

Single-Agent Chatbots

Create powerful chatbots with support for tool calling, memory, and knowledge retrieval (RAG) from various data sources.

Human-in-the-Loop (HITL)

Integrate human oversight to review and validate tasks performed by agents within the feedback loop.

Multi-modal AI Interactions

Build chatbots capable of seamlessly merging text and image generation for richer conversations.

⚙️ Enterprise Deployment & Scalability

Production-Grade Scaling

Deploy and scale AI applications with enterprise-grade infrastructure, supporting horizontal scaling with message queues and workers.

Flexible Deployment Options

Choose between cloud and on-premises environments for deploying your AI solutions.

Extensive LLM & Data Ecosystem Support

Integrate with over 100 Large Language Models, embeddings, and vector databases.

🔗 Integration & Observability

Developer APIs & SDKs

Extend and integrate AI applications into existing systems using comprehensive APIs and SDKs (Typescript & Python).

Embedded Chat Widget

Easily embed your custom AI chatbots directly into any web application or platform.

Detailed Execution Traces

Gain full visibility into agent execution with traces, supporting Prometheus, OpenTelemetry, and other observability tools.

Use Cases

Streamlining Customer Support with AI Chatbots

Businesses face the challenge of providing instant, accurate customer support while managing operational costs. Flowise enables the creation of custom AI chat assistants with RAG capabilities, allowing them to instantly answer customer queries by leveraging information from internal documents and websites, thus enhancing customer satisfaction and efficiency.

Customer Service, B2B SaaS, E-commerceFor: Customer Support Teams, Marketing Teams, Product Managers

Automating Internal Operations and Knowledge Retrieval

Employees often struggle to find relevant information across disparate internal systems, hindering productivity. Flowise allows organizations to build internal multi-agent systems and knowledge retrieval bots that integrate with tools like Notion and HR platforms, providing quick answers, automating routine tasks, and improving overall operational efficiency with human oversight.

Enterprise, IT, Human ResourcesFor: HR Teams, IT Administrators, Project Managers, Go-to-Market Leaders

Empowering Data Analysts with AI-Driven Insights

Data professionals need efficient ways to extract insights and automate tasks from complex datasets to make informed decisions. Flowise facilitates the development of specialized AI agents, such as SQL chatbots or data analyst agents, that can query databases, process documents, and deliver real-time, data-driven answers, enhancing analytical capabilities and accelerating decision-making.

Financial Services, Data Analytics, ConsultingFor: Data Analysts, Business Intelligence Professionals, Financial Advisors

Accelerating Custom LLM Application Development

Developers and innovators seek to rapidly prototype and deploy bespoke LLM-powered applications without extensive coding. Flowise provides a visual, drag-and-drop platform with modular blocks and integrations for various LLMs and tools, enabling quick iteration, testing of MVPs, and scalable deployment of unique AI solutions, thereby drastically shortening development cycles.

Software Development, AI/ML Startups, Product InnovationFor: AI Developers, Solution Architects, Product Managers

Frequently asked questions

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