I spent the last few months creating an LLM app built on conflict-free replicated data types (CRDTs) and embedded jupyter notebooks. I don't believe there's a one-size-fits-all approach to tools/RAG/memory and I wanted a chat app that just yields control to the end-user/developer. The CRDTs keep data in sync across devices (collaborative editing) and they also provide message delivery guarantees so prompts never get eaten by networking issues.

I'm pretty happy with how it turned out and I hope other developers will find it useful for working with tool-calling LLMs!

demo: https://youtube.com/shorts/e5T4m0BYn9g?si=AKUtnRewDEycKnYy