Builder infrastructure
Dify
The Platform for Production-Ready Agentic Workflows.
Dify is an open-source platform for building AI applications, agentic workflows, and RAG pipelines. It offers a managed cloud deployment, a self-hosted Community Edition, and REST API integration for published applications.
From official docs
What Dify is
From official docsDify is a workspace for building and deploying AI applications. Its documentation describes agents, workflows, chatbots, knowledge bases, APIs, a CLI, and extensibility through plugins; the product offers a hosted Cloud service alongside Docker Compose self-hosting.
What it can do
Vendor's own claim- Visual workflow builder for agentic workflows
- Knowledge Pipeline for searchable knowledge bases
- Agent, workflow, and chatbot applications that can use an organisation's data
- Cloud, VPC, and self-hosted deployment options
- REST API integration for Dify applications
- CLI and plugin-development options documented by Dify
Who it is for
From official docsTeams that need to build and deploy an AI workflow, RAG application, or chatbot and want a choice between managed Cloud, VPC, and self-hosted deployment.
When to choose something else
Our readTeams that only want a finished GTM application without owning its workflow, model, knowledge, and deployment choices should look elsewhere: Dify is a platform for building those applications, not a single-purpose sales tool. The lower Cloud plans also impose workspace, member, app, document, storage, trigger-event, and knowledge-request limits, so a high-volume production workload needs capacity planning rather than a casual trial.
Implementation considerations
Our readSetup assessment: 30m
Dify Cloud can be started immediately and the docs describe Docker Compose self-hosting as taking minutes. This is an estimate for first use only; production knowledge, models, integrations, governance, and deployment choices will take longer.
Prerequisites
- A Dify Cloud account or infrastructure for the Community Edition
- A model provider or the included message credits for Cloud
- Source data prepared for any knowledge base
Published pricing
From official docs| Plan | Price | Included |
|---|---|---|
| Sandbox | Free | 200 message credits; 1 member, 5 apps, 50 knowledge documents |
| Professional | $590 per workspace / year | 5,000 message credits/month; 3 team members, 50 apps, 500 knowledge documents |
| Team | $1,590 per workspace / year | 10,000 message credits/month; 50 team members, 200 apps, 1,000 knowledge documents |
| Enterprise | Contact sales | See official pricing |
| Community | Free | See official pricing |
Verify before you adopt it
- Detailed REST API authentication, endpoint, rate-limit, and MCP coverage
- A machine-readable OpenAPI specification was not included in the reviewed source set.