AI platforms
Dify
Dify is the platform for production-ready agentic workflows, enabling teams to build agents, knowledge pipelines, models, and tools on a single canvas.
What is Dify?
Dify is the platform for production-ready agentic workflows, enabling teams to build agents, knowledge pipelines, models, and tools on a single canvas.Recognized as a Niche Player in the Gartner® Magic Quadrant™ for AI Agent Management Platforms (2026), Dify democratizes AI agent development through an intuitive no-code interface that accelerates citizen development while meeting enterprise-grade security and governance standards.
The platform offers flexible deployment options, including managed Dify Cloud, enterprise-grade self-hosted or VPC deployments, and an open-source Community Edition deployable via Docker.Users can turn prompt logic into visible execution paths, using visual blocks to define how apps think, retrieve data, make decisions, and use tools, ensuring transparency and ease of debugging.
Beyond building, Dify allows you to ship logic as hosted web apps, API endpoints, or embeds.It features a robust Knowledge Pipeline for extracting, cleaning, chunking, and indexing files and online documents before connecting them to agents.Through its Marketplace, teams can install model providers, tools, and MCP integrations, reusing approved plugins across projects to move rapidly from pilot to productivity.
Key features
- Visual WorkflowDefine how apps think, retrieve data, make decisions, and use tools using visual building blocks and AI prompts, keeping logic visible for confident testing, debugging, and handoff.
- Full-Featured AgBuild agents with skills, tools, and knowledge via chat or manual configuration.Use them as standalone apps, embed them in websites, or reuse them as nodes within larger workflows.
- Knowledge PipeliCreate repeatable pipelines for files, websites, and online documents to extract, clean, chunk, index, and test retrieval quality before connecting knowledge bases to agents.
- Flexible DeploymChoose between managed Dify Cloud, enterprise-grade self-hosted or VPC deployments, and the open-source Community Edition with single-command Docker setup.
- Unified Plugin MInstall model providers, tools, data sources, and MCP integrations from the Marketplace or define your own, allowing teams to reuse approved plugins across multiple apps.
- Enterprise SecurEnterprise edition offers SSO/SAML, RBAC, and audit logs, compliant with SOC 2 Type II and ISO 27001, with Helm charts for Kubernetes deployments.
- Multi-Format PubShip apps as hosted experiences, API endpoints, or embeds, and monitor performance using logs, feedback, annotations, latency metrics, and usage data.
How to use it
- Sign up for Dify Cloud or deploy the Community Edition locally using a single Docker command.
- Use the Workflow Studio to visually build your agent's thinking logic and execution path with building blocks.
- Process files, websites, or documents via the Knowledge Pipeline to create searchable knowledge bases.
- Install required model providers, tools, or MCP integrations from the Marketplace and configure them in your agent.
- Publish your app as a web link, API endpoint, or embed code, and monitor its performance via logs and metrics.
Where it fits
- Audit AutomationProfessional services and audit firms drive automation with Agents and RPA, improving accuracy and reducing manual costs.
- Manufacturing UnManufacturing and industrial sectors use one private platform across every business unit to orchestrate AI on top of proprietary LLMs.
- Education KnowleEducational institutions create one knowledge base for multi-campus services, deploying complex NLP pipelines to improve assessment product quality.
- Financial ServicBanking and financial services unify business teams on one AI platform, ensuring data security and compliant governance.
Pricing and free quota
Pricing and any free quota follow the official site.
Who it is for
- AI Application Developers
- Enterprise IT & Security Teams
- Business Process Automation Experts
- Citizen Developers
FAQ
What deployment options does Dify offer?
Dify offers three main deployment options: Dify Cloud (managed service), Dify Enterprise (self-hosted or VPC for enterprise security), and Dify Community Edition (open-source, self-hosted via Docker).
How does Dify handle knowledge base data?
Through the Knowledge Pipeline, Dify extracts, cleans, chunks, and indexes files, websites, and online documents, allowing users to test retrieval quality before connecting the knowledge base to agents.
Is Dify suitable for non-technical users?
Yes, Dify aims to democratize AI agent development.Its no-code platform and intuitive interface allow beginners to build and deploy apps quickly, accelerating citizen development.
What security features are included in the Enterprise edition?
Dify Enterprise includes SSO/SAML, Role-Based Access Control (RBAC), and audit logs, compliant with SOC 2 Type II and ISO 27001, and supports Kubernetes Helm Chart deployments.