Viewing profile — mskar

Do you have ideas for what would make a better experiment? The methodology for a literature search comparison, while simple, is the best I could come up with. We developed ~250 mul…

We measured PaperQA2 ( https://github.com/Future-House/paper-qa ) against the science portion of the RAG-Arena benchmark ( https://arxiv.org/abs/2407.13998 ), it's the first time w…

Great article, I’ve had similar findings! LLM based “document-chunk” ranking is a core feature of PaperQA2 ( https://github.com/Future-House/paper-qa ) and part of why it works so …

This is awesome! If you’re interested, you could add a search tool client for your backend in paper-qa ( https://github.com/Future-House/paper-qa ). Then paper-qa users would be ab…

We used an open-source AI RAG library, PaperQA2 ( https://github.com/Future-House/paper-qa ), to generate well cited articles for every gene in the human genome, ~15k of which had …

We're sharing some experiments in designing RAG systems via the open source PaperQA2 system ( https://github.com/Future-House/paper-qa ). PaperQA2's design is interesting because i…

Sure! Here's the output from the video-- The understanding of amyloid-beta's role in Alzheimer's disease has evolved significantly over time: Initially, amyloid plaques were consid…

We are announcing PaperQA2 ( https://github.com/Future-House/paper-qa ), the first AI agent to achieve superhuman performance on a variety of different scientific literature search…

We're excited to release PaperQA2, an open source RAG library specialized to work with the scientific literature. We've seen some really compelling results with it ( https://paper.…

Thank you! We spent a lot of time trying to keep the characters on rails. I hope your son enjoys it too!

You've got a great point! I would also love to do a registration-less version, but the unfiltered access to my LLM client really worries me since API abuse would be so easy. I'll b…

My wife and I like murder mystery stories. After talking through the plot developments of several stories in tandem, I wondered if we could build a compelling murder mystery game w…

Great call, many orgs in health tech use billing/procedure code embeddings to group, just like you're suggesting.

There is some duplication, where different networks under the same carrier could benefit from normalization, but in-general duplication isn't the primary issue. The data is partiti…

It's very expensive, carriers have an economic incentive to simplify it and this is still where they end up. There are a long tail of provider circumstances that the single-payer m…

I work in data at https://www.carrumhealth.com/ , and I've been parsing this data for weeks. The transparency prices allow us to meaningfully negotiate with providers, and make tan…