I just ran a paper-research agent on an open stack and had this week's top 5 papers on agent memory in my terminal in about 10 seconds.

How does it work?

I used Tavily to pull the last 7 days of arXiv.

NVIDIA Nemotron 3 Ultra, served on Nebius Token Factory, reads and ranks them.

It's 24 lines of Python on an OpenAI-compatible API. It cost me nothing to try.

You can build this too!

Here is how:

The new Nebius AI Builder Program gives you $400+ in credits and discounts on day one, across Token Factory, Tavily, and launch partners, plus runnable blueprints and free courses built with NVIDIA.

What I like most is that every layer is swappable.

Change the model or the search layer, and the rest keeps working.

Walkthrough in the video.

Join for free here: http://devtoolsacademy.link/elv

Thanks to Nebius for collaborating on this post.