Production-ready platform for agentic workflow development with visual drag-and-drop UI
Key Features
Multi-Agent Single Agent Human-in-the-Loop Streaming Async Support Short-Term Memory Plugin System Custom Tools MCP Protocol Visual Builder API Server Self-Hosted Cloud Hosted
Community Feedback
Strengths
- Clean intuitive UI
- Production-ready
- Powerful RAG/agent orchestration
- Strong private deployment
- Fast prototyping
Weaknesses
- Documentation needs expansion
- Advanced features need expertise
- Learning curve for agents
- No built-in fine-tuning
Dify Details
| Organization | LangGenius |
| Organization Type | Company |
| Funding | Series a |
| Category | Platform |
| Subcategory | Low code |
| Deployment | Hybrid |
| Primary Language | TypeScript |
| Runtime | Docker |
| License | Apache-2.0 |
| Commercial Use | Permissive |
| Install Command | docker compose up |
| GitHub Stars | 134,280 |
| GitHub Forks | 20,917 |
| Release Cadence | Weekly |
| Maturity | Stable |
| Pricing Model | Open core |
| Free Tier | Self-hosted is free, cloud has free tier |
| Self-Hosted Free | Yes |
| Cost Model | free self-hosted + LLM costs, cloud freemium |
| Community Size | Very large (134k stars) |
| Community Activity | Very active |
| Sentiment | Very positive |
| GPU Required | No |
| Research Date | 2026-03-24 |
| LLM Providers | OpenAI, Anthropic, Google, Mistral, Ollama, Azure, AWS Bedrock, local models |
| API Keys Required | LLM provider API key |
Use Cases
- Visual AI workflow building
- Production AI agent deployment
- RAG-powered chatbots
- Internal tool automation
- Private AI deployment
When to Use
Best for: Teams wanting visual AI workflow building with production deployment
Avoid when: Maximum code-level control or fine-tuning needed
Original data from HuggingFace, OpenCompass and various public git repos.
Check out Ag3ntum — our secure, self-hosted AI agent for server management.
Release v20260328a