Dify
FreemiumProduction-ready platform for building and operating LLM apps, agents, and workflows.
Tool Info
Overview
Dify is an open LLM application platform combining visual workflow design, RAG, and agent orchestration.
Teams can self-host or use cloud for collaborative app development.
Widely adopted for moving from prototype to production LLM products.
Features
- Visual workflow editor
- RAG pipelines
- Agent strategies
- Prompt versioning
- API and embed widgets
Pricing
Pros
- Full app lifecycle platform
- Strong self-host story
- Built-in observability
Best For
When NOT to Use
- Platform lock-in for complex custom logic
- Heavier than code-only frameworks
Typical Users
Community Insights
Real implementation experiences shared by AI practitioners.
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Alternatives
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Tags
Related Guides
- RAG
A comprehensive guide to RAG - the dominant pattern for building AI applications that answer questions using your own data.
- AI Agents
Explore how AI agents autonomously reason, plan, and take actions to accomplish goals.
- AI Observability
Production observability for LLM systems — traces with prompt/completion/tool spans, cost and latency attribution, quality proxies, and PII-safe instrumentation.
- Prompt Engineering
Design, version, and evaluate LLM prompts for production — system vs user roles, few-shot, chain-of-thought, and the limits that push you toward RAG, tools, and fine-tuning.
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