| Builder | Visual | RAG | Agents | Self-Hosted | API |
|---|---|---|---|---|---|
| Flowise | ✅ Nodes | ✅ | ✅ | ✅ | ✅ |
| Langflow | ✅ Graph | ✅ | ✅ | ✅ | ✅ |
| Dify | ✅ Workflow | ✅ | ✅ | ✅ | ✅ |
| n8n AI | ✅ Flow | ⚠️ | ❌ | ✅ | ✅ |
Flowise
Best for: LLM-specific workflows
Node types: LLM, Memory, Vector Store, Tools
Langflow
Best for: LangChain-based apps
Direct component integration
Dify
Best for: Business applications
Team collaboration, publishing
n8n AI Nodes
Best for: Extend existing n8n workflows
Limited AI but good REST API integration
Recommendations
- Pure LLM: Flowise
- LangChain-based: Langflow
- Business team: Dify
- Workflow extension: n8n AI Nodes