sentiment.ai
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Simple Chrome extension that analyzes the sentiment of any text on the page. Built using Cortex ( https://github.com/cortexlabs/cortex/ ) and Google's BERT.
Simple Chrome extension that analyzes the sentiment of any text on the page. Built using Cortex and Google's BERT. For a full tutorial on building this extension, check out this piece in Towards Data Science.
The Chrome extension no one asked for
Everything about Sentiment.ai is unnecessary, from its name to its very existence. It does, however, do two things really well.
First, it allows you to measure the sentiment of any text on your screen. Kind of.
Secondly, it shows how easy it is to build a project using machine learning with tools like Cortex
Check it out in action:

Installation instructions
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Spin up your own sentiment analysis service using this tutorial. It takes roughly 25 minutes, and you'll be able to say you've built your own machine learning-powered sentiment analyzer.
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Download this repository.
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Change the url in line 5 of
popup.jsto whatever url points to your sentiment analysis API. -
Go to
chrome://extensionsin your browser, turn on developer mode, and clickload unpacked. -
Select your downloaded version of this repo, and unpack it.
That's the whole deal. Good luck—and if you enjoy this project at all, you can thank me by giving Cortex a star.