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Dify

Freemium
llmopsopen-sourceai application builderragbackend as a servicedeveloper toolsprompt engineeringself-hostedagent framework

An open-source LLM development platform that simplifies creating, deploying, and managing AI-native applications, offering a comprehensive backend-as-a-service and LLMOps solution for developers and teams.

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Dify is an open-source platform designed to streamline the development of applications powered by large language models. It provides a full-stack solution, including a visual interface for prompt engineering, workflow orchestration, and a backend API, acting as a 'Backend-as-a-Service' for AI apps. The platform targets developers and product teams who want to build and manage complex AI applications without constructing the entire infrastructure from scratch. Dify's unique value lies in its combination of open-source flexibility, support for both cloud and self-hosted deployments, and its integrated LLMOps features. This allows teams to monitor, analyze, and iterate on their AI services efficiently throughout their entire lifecycle.

Pros

  • Open-source and self-hostable, providing data privacy, control, and customization.
  • Integrated LLMOps for monitoring usage, costs, and performance of AI applications.
  • Visual interface for prompt engineering and workflow orchestration simplifies complex logic.
  • Supports multiple LLM providers (OpenAI, Anthropic, Google, open-source models).
  • Provides a complete Backend-as-a-Service (BaaS) with auto-generated APIs.

Cons

  • Self-hosting requires significant technical expertise in server management and maintenance.
  • The learning curve can be steep for users new to LLM application architecture.
  • Cloud hosting costs can become significant for high-volume applications.
  • Documentation can sometimes lag behind the rapid pace of feature releases.

Key features

  • Visual Prompt Engineering & Workflow Orchestration
  • Retrieval-Augmented Generation (RAG) Engine
  • Agent Framework for creating autonomous AI agents
  • Backend as a Service (BaaS) for AI applications
  • LLMOps for monitoring, analytics, and annotation
  • Support for multiple LLMs and model providers
  • Out-of-the-box AI web app templates
  • Self-hosting and managed cloud deployment options

Integrations

OpenAIAnthropicGoogle GeminiMistral AIHugging FaceReplicateNotionSlackZapierWebhooks

Target audience

Developers, AI engineers, product teams, and enterprises looking to build, deploy, and manage production-ready AI applications on a scalable infrastructure.

Ratings & Reviews

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Key Metrics

Founded

2023

Headquarters

San Francisco, USA

Pricing Tiers

Community

Self-hosted, open-source version for deployment on your own infrastructure. Unlimited members and application usage, subject to server capabilities.

Free

Sandbox

Cloud-hosted free tier for individuals and testing. Includes 200 free OpenAI-API-based invocations and limited resources for up to 2 members.

Free

Professional

For professionals and early-stage startups. Includes 5,000 monthly messages, 2GB vector storage, 3 team members, and full model provider support.

$59/mo

Team

For growing teams that need more collaboration. Includes 20,000 monthly messages, 10GB vector storage, 5 team members, and team-level features.

$159/mo

Frequently Asked Questions

Top Alternatives to Dify

Flowise AI

Choose Flowise for a similar open-source, visual-first approach that is sometimes considered easier for rapid prototyping and simpler use cases.

LangChain

A code-first framework, choose LangChain if you are a developer who prefers maximum control and wants to build the entire application stack in Python or TypeScript.

Coze

ByteDance's no-code AI bot builder is a better option for non-technical users who want a purely visual interface to create and deploy chatbots across platforms.

Ready to get started?

Join thousands of users and see how Dify can transform your workflow today.

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