Dify
Platform for building AI applications, agentic workflows, knowledge bases, and RAG pipelines with visual and API-oriented interfaces.
- Main use case
- Teams that want a managed application layer for RAG, workflows, and agents.
- Open source
- Partly open source
- Self-hosting
- Yes
- Cloud
- Yes
- Pricing note
- Verify plan limits and pricing from the official source.
- Target users
- builders, educators, AI teams, operations teams
Strengths
- Visual workflow building
- Knowledge-base workflow support
- Useful bridge between no-code and developer use
Limitations
- Exact feature availability can vary by deployment and plan
- Complex custom systems may still require code
How to evaluate this tool
- Test Dify with a small representative corpus.
- Verify official documentation, pricing, licensing, and deployment options.
- Measure retrieval quality, latency, and operational complexity.
- Check whether the team can maintain ingestion, updates, logs, and evaluation.