Electron / Python / Earlier prototype

Sentiment Analysis.

An earlier desktop prototype connecting an Electron interface to a Python sentiment service and a history of text inputs.

Sentiment Analysis desktop interface with text entry, a negative result, and a history of earlier inputs.
The sentiment prototype’s text entry, result and history view, from 2023.
InterfaceElectron / JavaScript
ServicePython / Flask
LibrariesTransformers / Torch
StageEarlier prototype

Entry. Assessment. History.

The desktop interface brings text entry, a sentiment result, and a log of earlier inputs into one window. Colour and emoji make the result quick to read, while the history lets earlier examples sit alongside the latest one.

Electron provides the desktop interface, with Python handling the sentiment analysis. The project explores how a language model’s assessment can be presented in a small, approachable tool.

This earlier prototype was a chance to connect machine learning with an everyday interaction: writing a sentence and exploring how its tone is interpreted.

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