Flowise No-Code AI Agent Builder Implementation
Flowise is open-source visual builder for LLM-applications and AI agents. Drag-and-drop interface for building RAG chains, AI agents, chatbots — without code writing. Self-hosted, free.
Key Capabilities
Visual Flow Builder: nodes connected by arrows. LLM → Memory → Retriever → Output. Hundreds of ready nodes: LLM providers, vector stores, document loaders, tools.
Chatflow vs Agentflow: Chatflow — linear chains; Agentflow — non-linear agents with tool use and planning.
API Export: each built flow automatically gets REST API endpoint for application integration.
Marketplace: ready templates for popular scenarios: customer support bot, document QA, SQL agent.
Implementation
Docker Compose deployment in 30 minutes. LLM provider configuration (API keys). Building first flows. Protection via Basic Auth or OAuth.
Flowise is excellent choice for quick start and prototyping. For complex business logic and production SLA needs — code implementation required (LangChain/LangGraph).