Dify mashes together LLMs, tools, and an end-user facing UI together to make an LLM workshop. The builder is a visual programming interface (similar to iOS Shortcuts) where each step is pre-defined units of functionality like an LLM call, RAG, and running arbitrary code.
It also works with locally running LLMs like Ollama so you can keep things private and never calls out to the network. This option is getting more realistic as smaller models improve like Llama 3.2.
I think this is a neat idea for exploring different workflows that utilize artificial intelligence.
See also:
- Using AI tools at work
- This could make one of one software like org-ai is chat for notes more accessible to more people
- Getting ready for AI