mpmisko
Joined 9 years ago
Karma
104
Submissions
30
Member since
Nov 24
founder at medisearch (https://medisearch.io/)
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Comment · 2 months ago
There has been a lot of progress in this field in the research community. Two good papers:
* https://ojs.aaai.org/index.php/AAAI/article/view/11027 * https://arxiv.org/abs/2212.03978
Comment · 2 years ago
EBMs show up all over the place, apparently even your classifier is an EBM :) (https://arxiv.org/abs/1912.03263).
Comment · 2 years ago
GPT-based search engines usually use some sort of a database to retrieve context for the LLM to summarize first. This is what people refer to as RAG these days: https://blogs.nvidia.com/blog/what-is-retrieval-augmented-ge....
Some of these GPT engines maintain their own vector DB to do semantic search, others are directly hooked into Bing / Google. So pubmedisearch.com would be one component of a GPT-based engine. We actually have a GPT-based engine here: https://medisearch.io/.
Comment · 2 years ago
Will definitely check pgvector, thanks for the pointer.
Comment · 2 years ago
Lots of annoying edge cases as you can imagine, nothing particularly glamorous.
Comment · 2 years ago
Done! Let me know if you have other feedback.