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JevMade field notes / Implementation and evaluation guide

Set up a local AI tool that chooses from fixed options

This guide explains how to set up an AI tool that chooses from a list of options rather than writing its own answers. You will learn how to test it and use a public demo before installing it yourself.

Original by Eugene CheahEvaluation

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Our summary

Simple Jev is a guide for setting up an AI tool that chooses from options rather than writing an answer. People use this to automatically sort information, like deciding if a customer message should go to the billing or technical support team.

Instead of asking the AI assistant to type out a response, the system gives it a text and a list of possible choices. The software looks at the internal scores the AI assigns to each option, then automatically builds a final answer based on the highest score.

This project is useful for developers who want to test decision-making software on their own equipment. Running it locally requires specific programming tools and powerful computer hardware. You can try a public demo first, but it limits you to short texts and two requests per second.

Key takeaways

  1. Ask the software to pick from fixed choices instead of letting it write free-form text.
  2. Try the public demo to test the system before installing the software on your own computer.
  3. Use the included testing tools to check how well the software makes decisions with different settings.

This independent project copies the interface of Jev, but tests do not prove it matches the original system's accuracy. The public demo does not require a private access code but strictly limits how much text you can send.

GitHub README

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