Dify

Dify is a UI-driven platform for developing large language model (LLM) applications that makes prototyping them even more accessible. It supports the development of chat and text generation apps with prompt templates. Additionally, Dify supports retrieval-augmented generation (RAG) with imported data sets and can work with multiple models. We’re excited about this category of applications. Based on our experience, however, Dify is not quite ready for prime time yet, because some features are buggy or don't seem fully fleshed out. At the moment, though, we’re not aware of a competitor that is better.