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Epic: LLM-based Semantic Research

Open ryscheng opened this issue 8 months ago • 1 comments

What is it?

Most deep research features operate in a general fashion on strings. However for us, we usually mostly care about things in our semantic model (e.g. users, projects, artifacts, collections etc).

This epic reflects trying to get our agent to do web search / research in a way that can start from a list of entities in our semantic model, and end in structured tables tied back to those entities.

A good example is the recent work @evanameyer1 did on categorizing dev tools by processing README files in GitHub

ryscheng avatar May 14 '25 19:05 ryscheng