Vue Sentiment Analyzer

Description

A sentiment analyzer for text and articles using TensorFlow's toxicity model.

Dependencies

• body-parser
  • parse incoming body requests
• cors
  • middleware for enabling cross origin resource sharing
• textract
  • extract text from url
• express
  • server framework
• tensorflow/tfjs
  • js library for deploying ml models
• tensorflow-models
  • tensorflow built models
• buefy
  • vue ui components based on bulma
• vue
  • front end framework
• concurrently
  • run multiple npm command line commands

Project structure

/public
/src
    /utils
        toxicityAnalyzer.js -- import and load toxicity model from tensorflow
    App.vue -- main functionality
    main.js -- register ui framework
package.json -- required dependencies
server.js -- server to perform textract

Commands

Install dependencies

npm install

Run both frontend and server on localhost:8080 and localhost:3000

npm run start