Flowise
An open-source visual tool for building LLM flows and AI agents using a drag-and-drop interface built on LangChain.
In-Depth Explanation
Flowise is an open-source, low-code platform for building LLM applications visually. Built on top of LangChain, it provides a drag-and-drop interface for creating chatbots, agents, and AI workflows.
Key features:
- Visual builder: Drag-and-drop UI
- LangChain integration: Access to components
- Self-hostable: Run on your infrastructure
- API export: Deploy as APIs
- Chatflow templates: Pre-built examples
Buildable applications:
- Chatbots with custom knowledge
- RAG systems
- AI agents with tools
- Document Q&A
- Conversational interfaces
Components include:
- Chat models (OpenAI, etc.)
- Embeddings and vectors
- Document loaders
- Text splitters
- Memory systems
- Tools and agents
Business Context
Flowise enables rapid prototyping of AI applications without deep coding knowledge, while remaining flexible enough for production use.
How Clever Ops Uses This
We use Flowise for Australian businesses wanting to prototype and deploy AI chatbots quickly, especially for internal tools and MVPs.
Example Use Case
"Building a company FAQ chatbot in hours: drag in document loaders, connect to vector store, add chat model, deploy as widget on website."