Automation & Agents · Open source

Dify

dify.ai

An open-source platform for building production AI applications with workflows, agents, RAG, and model integrations.

OVERVIEW

What is Dify?

Dify is an open-source platform for building production AI applications with workflows, agents, RAG, and model integrations. It sits in the Automation & Agents category and is designed around app integration, workflow automation, and agent orchestration. Its main capabilities include visual AI workflows, knowledge and RAG pipelines, multi-model integration.

The product is especially relevant for aI application development, agent workflows, knowledge assistants. In practice, Dify can help users replace repetitive handoffs with a visible and reusable workflow. It works best as part of a reviewed workflow: start with a clear goal, provide useful context, assess the output, and refine it before relying on the result.

CORE FEATURES

What Dify can do

Visual AI workflows

Visual AI workflows is central to the Dify workflow, helping users begin with less setup and reach a workable first result faster.

Knowledge and RAG pipelines

This capability makes Dify more useful for agent workflows, especially when several iterations are needed.

Multi-model integration

Dify combines this with visual AI workflows, so the output can remain connected to the wider task instead of becoming an isolated feature.

USE CASES

Where it fits best

AI application development

Use Dify for aI application development when you want to replace repetitive handoffs with a visible and reusable workflow. Review the result against the original brief before sharing or publishing it.

Agent workflows

Use Dify for agent workflows when you want to apply knowledge and RAG pipelines to a practical workflow. Review the result against the original brief before sharing or publishing it.

Knowledge assistants

Use Dify for knowledge assistants when you want to apply multi-model integration to a practical workflow. Review the result against the original brief before sharing or publishing it.

BEST FOR

Good fit

AI application development
Agent workflows
Knowledge assistants

NOT IDEAL FOR

Think twice if

Unmonitored workflows that can make irreversible changes
Processes with unclear ownership or frequently changing business rules

PROS

Reasons to try it

Brings visual AI workflows and knowledge and RAG pipelines into one focused workflow.
Well aligned with aI application development and agent workflows.
Offers an open-source route with more control over deployment.

CONS

Limits to consider

Self-hosting shifts setup, security, upgrades, and maintenance to the user.
Production automations need access controls, error handling, monitoring, and safe retry behavior.
Results depend on the quality of the input, context, and review process.

GETTING STARTED

How to try Dify

1
Visit the official Dify website and review the current access and pricing options.
2
Choose one small task related to aI application development rather than testing the product with a vague request.
3
Provide the relevant goal, source material, constraints, and desired output format.
4
Try visual AI workflows, then refine the result using a second instruction or adjustment.
5
Check the final output for accuracy, quality, permissions, and fit before putting it into production.

PRICING

Open source

An open-source option is available, although hosting, infrastructure, or managed cloud features can still create costs.

FAQ

Questions about Dify

What is Dify?+

Dify is a automation & agents product for app integration, workflow automation, and agent orchestration. An open-source platform for building production AI applications with workflows, agents, RAG, and model integrations.

Is Dify free?+

An open-source option is available, although hosting, infrastructure, or managed cloud features can still create costs. Pricing and included limits can change, so confirm the latest details on the official website.

What is Dify best used for?+

Dify is best suited to aI application development, agent workflows, knowledge assistants. Its strongest listed capabilities are visual AI workflows, knowledge and RAG pipelines, multi-model integration.

Who should not use Dify?+

Dify may be a poor fit for unmonitored workflows that can make irreversible changes or processes with unclear ownership or frequently changing business rules. Production automations need access controls, error handling, monitoring, and safe retry behavior.

What are some Dify alternatives?+

Relevant alternatives in the same category include n8n, Zapier, Make. Compare them by workflow fit, output quality, integrations, usage limits, and current pricing.

Information is summarized from public product sources and written for comparison. Features, availability, and pricing may change. Last reviewed August 2026.