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classif: A Bridge Between Code and Semantic Reasoning

· 20 min read

A bridge between deterministic code and semantic reasoning

Introduction​

In this blog, we will look at how programs make decisions about text, and how that changed once small language models started running on our own machines. Along the way, I will introduce classif, a small command-line tool I built that lets a shell script ask a local model a question and act on the answer.