DI

Agents / RAG / Knowledge / No-code AI / AI App Builders / Product Prototyping

Dify

Open-source LLM app, workflow, agent, and RAG platform for shipping AI products.

Dify fits teams that want a product-facing LLM application platform with prompt orchestration, workflows, agents, knowledge retrieval, model provider management, API access, and a self-hostable path before building a custom backend.

Qidao take

Dify is strongest for RAG app prototypes. It is a weaker fit for pixel-perfect frontend builders.

Qidao fit index: 86/100

This is a Qidao method score for workflow fit, decision clarity, alternatives, risk, and practical use. It is not a user rating, paid placement, or benchmark claim.

Workflow fit

RAG app prototypes

Selection risk

Pixel-perfect frontend builders

Evaluate with the Qidao selection framework
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Feature highlights

  • LLM app builder
  • Workflow and agent orchestration
  • Knowledge base retrieval and API access

Official fact sources

Best for

  • RAG app prototypes
  • Agent workflow demos
  • Self-hostable AI apps

Not best for

  • Pixel-perfect frontend builders
  • Teams without prompt, data, or ops ownership

Pros

  • Strong bridge from prototype to app
  • Open-source and self-hostable
  • Good fit for RAG and agent workflows

Cons

  • Production quality still needs evals
  • Self-hosting adds operations work
  • Workflow sprawl needs governance

Alternatives

FlowiseOpen-source visual builder for LLM flows, agents, and RAG applications.LangChainAgent engineering framework and observability platform.LangGraphLangChain framework for stateful workflows and controllable AI agents.

Related workflows

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