unfortunately we had to shut down, hence decided to open source the code. There are few products like this online/offline. Thinking it might be useful to somebody, and if so will continue to develop this baby, hence this post. What it does: allows you to upload huge amount of docs (tested with 100K docs from arxiv), and ask questions to AI agent. What's different: it's fully contained out of the box, install in a server and work offline, full privacy. Can handle huge sheets/CSV. It's like RAG, but more like research assistant with multi-step processing. Love to hear feedback.

Why did you have to shut down? What would you have done differently? What would the future roadmap look like if you had been able to continue to build?

This looks like an interesting tool… if it had helm charts for all of the components I think it would be easier to deploy…