Dify – Open-Source AI Agent and LLM App Development Platform

Dify is an open-source platform for building AI agents, LLM-powered applications, RAG systems, and automated AI workflows. I’m bookmarking this platform because it provides a practical way to experiment with artificial intelligence and develop useful AI applications without building everything from scratch.

Its visual workflow builder allows developers to connect large language models, prompts, knowledge bases, tools, and APIs into structured workflows. Dify also supports retrieval-augmented generation (RAG), helping AI applications generate responses using information from uploaded documents and connected knowledge sources.

One useful feature is its support for multiple AI models and integrations, allowing developers to explore different approaches to building chatbots, AI assistants, and intelligent applications. Applications can also be exposed through APIs or deployed as web-based experiences.

Dify offers cloud hosting and self-hosting options, making it worth exploring for developers, startups, and businesses interested in AI application development.

A useful resource for learning about AI agents, generative AI, LLM application development, RAG pipelines, and workflow automation.