agents general
Dify
Open-source platform for building AI applications — visual workflow builder, RAG pipelines, and agent orchestration without deep ML expertise.
Why It Matters
Dify lets you build custom AI applications with RAG, agents, and workflows visually. That abstraction makes AI app development accessible to developers without ML backgrounds.
Limitations
Requires technical knowledge · Self-hosting needs DevOps · Best for building, not consuming AI
Last updated: Mar 18, 2026
Ethics & Responsibility
76
Good
Above-average practices with good transparency.
Safety
78
Good safety practices in place with active monitoring.
Bias
75
Active bias monitoring with documented fairness practices.
Power
72
Transparent governance with community input.
Copyright
80
Clear content policies with attribution practices.
Security
75
Robust safeguards against malicious use.
Privacy
75
Clear privacy policies with opt-out options.
Environment
58
Standard practices; limited environmental reporting.
Military
85
Explicit policy against military and surveillance use.
Arts
75
Supports creative workflows with some attribution practices.
Truth
77
Good accuracy with some source attribution features.
Cognition
74
Supports learning outcomes alongside assistance.
Known Concerns
- Open source — good transparency
Last updated: 2026-03
How we score ethics:
Tools are evaluated across 11 categories based on public disclosures, third-party audits, regulatory actions, and documented incidents.
Good Bot = Top 25% of ethics scores
Bad Bot = Bottom 10% of ethics scores
User Ratings
GitHub
55K+ stars
"Dify is one of the fastest-growing open-source AI platforms, used by thousands of developers worldwide."Read reviews on GitHub →
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