dify-ai

dify-ai

Dify is a platform for building, deploying, and managing production-ready agentic workflows, RAG pipelines, and AI-powered apps with a visual Workflow Studio, knowledge pipeline, and plugin marketplace. It supports cloud-hosted, self-hosted enterprise, and open-source community deployments for teams and enterprises.

dify-ai is ai agents software teams evaluate for ai agents. Use this page to review pricing, integration signals, and the best alternatives before you commit.

Freemium API Enterprise 75/100
#450 in AI Agents (450 tools)
Added 0 year ago
Data reviewed Jul 15, 2026

Profile facts come from the vendor source. AiMatch labels unknown pricing or API details instead of estimating them.

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Quick Overview

Best for: AI Agents

What it does

AI Agents software for decision-makers comparing workflow fit and alternatives.

Best fit

AI Agents

Pricing snapshot

Freemium from Varies / scale plans as team, storage, logs, and usage grow

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dify-ai

Dify is a collaborative platform that enables teams to build, test, deploy, and monitor agentic workflows and retrieval-augmented generation (RAG) pipelines. It provides a visual Workflow Studio to define prompt logic and execution paths, tools for building agents with memory and approved tool usage, and a Knowledge Pipeline to prepare and index content for retrieval. Dify supports multiple deployment modes—hosted SaaS (Dify Cloud), self-hosted enterprise (Dify Enterprise), and an open-source Community Edition—so teams can move from prototype to production without rebuilding their stack.

Open-source LLMOps platform for building and operating generative AI applications.

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Key Features

Workflow Studio (Visual Builder)

Visual building blocks and AI prompts to define how an app thinks, retrieves data, makes decisions, uses tools, asks for human input, and completes tasks, with visible logic for testing and debugging.

Agent Builder

Create agents that can reason through tasks, use approved tools, retain context/memory, and operate within defined boundaries; agents can be used standalone or as nodes inside workflows.

Knowledge Pipeline

Create repeatable pipelines to extract, clean, chunk, index, and test retrieval from files, websites, documents, and drives before connecting knowledge bases to agents.

Marketplace & Plugins

Install model providers, tools, data sources, and MCP integrations from the Marketplace or define custom plugins for reuse across apps.

Multiple Deployment Options

Dify Cloud (hosted SaaS), Dify Enterprise (self-hosted / VPC with enterprise features), and Community Edition (source-available Docker deploy).

Publish & Monitor

Publish apps as hosted experiences, API endpoints, embeds, or MCP-compatible tools and use logs, feedback, annotations, latency, and usage data to monitor and improve apps.

Pricing

Free Tier Available

Community Edition: source-available, self-host with Docker (Apache-2.0-derivative license)

Dify Cloud (Managed)

Varies / scale plans as team, storage, logs, and usage grow
  • Hosted by Dify
  • Zero infrastructure setup
  • Managed workspace for apps, workflows, agents, and knowledge bases
  • Publish as web app or API

Dify Enterprise (Self-hosted)

Contact Sales
  • Self-host or run in your VPC
  • SSO / SAML, RBAC, audit logs
  • SOC 2 Type II + ISO 27001
  • Helm chart for K8s deployments

Community Edition (Open-source)

Free (source-available)
  • Apache-2.0-derivative license
  • Single-command Docker deploy
  • Full agent runtime + workflow editor
  • Community Discord & forum support

Use Cases

Assessment & Testing

Scale item generation with multi-stage review and NLP pipelines for assessment products.

Manufacturing & Industrial

Provide a single private platform across business units to orchestrate AI workflows and automation.

Consumer Goods & FMCG

Enable business teams to build their own agents for domain-specific automation and workflows.

Professional Services & Audit

Drive audit automation with agents and RPA integrations to support professional workflows.

Logistics & Supply Chain

Grow business volume without proportional cost growth by automating operational workflows with agents.

Public Sector

Deploy locally and share securely across institutions using self-hosted or enterprise deployments.

Banking & Financial Services

Unify business teams on one AI platform with enterprise security and compliance features.

Pharma & Life Sciences

Govern expert-level AI assistants for domain-specific knowledge and workflows.

Education

One knowledge base for multi-campus services and educational workflows.

Internet & Media

Move from pilot projects to everyday productivity with reusable plugins and agentic apps.

Integrations

Marketplace Plugins

Install model providers, tools, data sources, and MCP integrations for reuse across apps.

Model Providers & Tools

Bring your AI stack into one workspace by installing external model providers and tool integrations.

Benefits

Democratizes AI agent development with no-code visual tools and a low barrier for citizen developers.
Speeds time from prototype to production with hosted, enterprise, and self-hosted deployment options.
Unifies models, tools, data sources, and plugins in a single workspace to reduce rework and accelerate reuse.
Provides enterprise-grade security, compliance, and governance for production deployments.
Supports publishing as apps, APIs, and embeds with observability (logs, feedback, annotations) to iterate quickly.

Limitations

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Frequently Asked Questions

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Getting Started

  1. 1 Step 1: Choose a deployment—Dify Cloud (hosted), Dify Enterprise (self-hosted/VPC), or Community Edition (self-deploy with Docker).
  2. 2 Step 2: Build using Workflow Studio to define prompt logic, assemble agents, and prepare a Knowledge Pipeline for your data.
  3. 3 Step 3: Install plugins from the Marketplace, test using logs and annotations, then publish as a web app or API endpoint.

Support

Docs

Documentation and product guides (Docs link available in site navigation).

Contact Sales

Contact Sales for enterprise procurement, security, and audit support (Contact Sales link on site).

Community

Community Discord & forum support for the Community Edition.

Resources

Blog, Events, Roadmap, and other resources linked from the site.

API

Available: Yes

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