text-autocomplete

overview

A next-word prediction application that suggests the next word as you type. powered by N-gram language models trained on WikiText-103.

challenge

The goal was to learn how autocomplete system works.

approach

I trained an N-gram pipeline, tuned the prediction flow for practical suggestions, and wrapped it in a lightweight interface that reacts as the user types.

outcome

The result is a fast predictive typing demo that makes the underlying model legible, interactive, and easy to evaluate.