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Dify AI

Dify AI

Open-source LLM application development platform and visual workflow engine.

Dify AI

About this tool

Dify AI is an open-source LLM application development platform and visual workflow engine. Built for AI engineers, it provides tools for RAG pipeline construction, prompt management, agent orchestration, and operational monitoring. Developers use Dify AI to build AI applications, deploy internal knowledge base assistants, and manage multi-model API gateways. By offering both self-hosted open-source software and a managed cloud platform, it adapts to security requirements. For FutureStack, Dify AI belongs in Developer Tools because it serves as open-source application development and agent orchestration infrastructure. It is best for AI engineers, DevOps architects, and enterprise teams.

Best for

RAG pipeline building, open-source AI app deployment, and agent orchestration.

Key Features

  • Visual workflow canvas for constructing RAG pipelines and multi-step agents
  • Built-in vector database connectors and document chunking controls
  • Centralized API gateway supporting OpenAI, Anthropic, Gemini, and local models
  • Self-hosted Docker deployment alongside a managed cloud service

Pricing summary

Dify AI is completely free and open-source to self-host. Dify Cloud offers a free tier, with paid Professional plans starting at $59/month ($708/year).

Pricing Plans

Popular

Community OSS

100% free open-source self-hosted platform.

Free
  • Self-hosted Docker setup
  • Unlimited local apps
  • Full RAG engine
  • Open-source control

Cloud Professional

Managed cloud environment for growing application teams.

$59/month
  • Managed cloud hosting
  • 5,000 vector storage credits
  • Team seats included
  • Priority processing

Enterprise

Dedicated cloud or private VPC deployment with SLAs.

$159/month
  • Dedicated VPC setup
  • Custom SLAs
  • Enterprise SSO
  • Dedicated account team

Other pricing notes

  • Pricing checked on 2026-07-31 from official Dify platform documentation.
  • Self-hosted open-source version carries no software license fees.
  • Cloud plans charge for hosted vector storage and compute execution.
Pricing last checked: July 2026Official pricing page

Pros & Cons

Pros

  • Comprehensive open-source platform with total self-hosting control
  • Streamlines RAG development with built-in document processing
  • Supports hundreds of foundation models and local LLM endpoints
  • Provides production observability, user logs, and annotation tools
  • Free cloud tier available for testing and small applications

Cons

  • Self-hosting Docker infrastructure requires technical maintenance
  • Underlying LLM API token costs apply from model vendors
  • Complex visual workflows require planning for optimal performance
  • Cloud free tier has monthly execution and vector storage caps
  • Enterprise features require paid cloud or commercial licenses

FAQs

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