Testing Jev as a hotel review classifier
The author scraped thousands of reviews with Apify and used Jev to classify them against custom criteria with confidence scores, with the code open-sourced on GitHub.
Jev is incredibly good! If you haven't heard, Jev is a new "System One" model optimized for decision-making. For example, you can give it a set of possible choices, and Jev will classify the input text based on those choices, including a confidence score for each. Best of all: Jev is really fast and cheap, so you can use it in all sorts of applications. The first thing I built with it is a classifier to pick the hotels I want to visit. I use @apify to collect thousands of reviews, then classify them with Jev based on specific criteria I care about. You just couldn't do this reliably, but now you can. Link to the repository: https://github.com/svpino/hotel-reviews