Dify.

TL;DR — Dify is a visual LLM app and workflow platform for building chatbots, agents, and RAG flows.

What it is

It provides no-code/low-code flow design, datasets, prompt management, and deployment controls.

Why it exists

Use Dify when product teams need fast iteration on AI workflows with less code.

Install

docker compose up -d dify

Basic usage

# create app in UI
# connect model provider
# build workflow nodes and publish

When to use, when to skip

Use it when this category is a bottleneck in your agent stack and you want faster delivery with fewer custom components.

Skip it when your workload is tiny, requirements are fixed, or a plain provider SDK plus a few local functions is enough.

Alternatives

Compare with adjacent tools in the same AI Native category and choose based on interface style, deployment model (hosted vs self-hosted), and team familiarity.

Verified against project documentation, June 2026.