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A Jev-powered hotel-review classifier for choosing where to stay

A user says they collected thousands of reviews with Apify, then used Jev to classify them against criteria they care about.

3 Sources, 12d ago, first seen 12d ago

TLDR

A user describes Jev as a new “System One” decision-making model that classifies text against given choices and returns a confidence score for each. They say they built a hotel-review classifier using Apify to gather thousands of reviews and Jev to sort them by personal criteria. In a follow-up, they identify Apify’s Web Fetch as the tool used to get the reviews.

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3 Sources, first seen 12d ago

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3 Sources, first seen 12d ago

— likes— comments— saves— reposts

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3 Sources

Santiago@svpinoJev 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-reviews12d
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    JevSantiago

    3 Sources

    Santiago@svpinoJev 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-reviews12d
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