Dify
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Overview
Dify is an open-source LLMOps platform that lets teams build, test, and deploy AI applications and agents without deep ML expertise. It supports RAG pipelines, multi-agent workflows, prompt engineering, and integrates with 100+ LLM providers for building production-ready AI applications.
Capabilities
- RAG pipeline construction
- Multi-agent workflow orchestration
- Prompt engineering & testing
- Knowledge base management
- API & chatbot deployment
- Model provider management
Key Features
01Visual workflow builder
02Multi-model support (100+ LLMs)
03Built-in RAG with embedding
04Plugin & tool integrations
05Self-hostable on Docker
06Team collaboration & analytics
Best Models
GPT-4.1
Claude Sonnet 4.6
Llama 3.3
Gemini 2.5 Pro
Use Cases
Internal AI tools Customer chatbots Document Q&A systems AI workflow automation Enterprise RAG
Pros & Cons
Pros
- Open-source & self-hostable
- Supports any LLM provider
- Great for enterprise RAG
Cons
- Steep learning curve
- Self-hosting requires DevOps
- Community support only on free tier
Let's Build Together
Ready to ship a product your customers will love?
Tell us about your idea. Our engineers, designers and AI strategists will map a clear path from concept to launch — usually within a single discovery call.