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
Type Safe
Short-Term Memory
Long-Term Memory
Shared Memory
Plugin System
Custom Tools
MCP Protocol
A2A Protocol
Code Execution
Web Browsing
File System Access
Sandboxing
Guardrails
Structured Output
DAG Workflows
Visual Builder
CLI
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 |
| Confidence | High |
| 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
Similar Tools
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.
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Release v20260324