Sentiment Analysis Tool with Symfony 7 and Rubix ML

In this article, we will create a simple web app using Symfony 7 and Rubix ML, a free, open-source library that brings machine learning to PHP — no Python required! Our app will let users input short text — like tweets or comments — and predict whether the sentiment is positive, negative, or neutral. By the end, you’ll have a working tool and a solid understanding of Symfony 7, SQLite3, Twig, and Rubix ML.

Sentiment Analysis Tool with Symfony 7 and Rubix ML

plus Maker Builder, Doctrine, SQLite and Twig

Introduction

In this article, we will create a simple web app using Symfony 7 and Rubix ML, a free, open-source library that brings machine learning to PHP — no Python required!

Our app will let users input short text — like tweets or comments — and predict whether the sentiment is positive, negative, or neutral.

By the end, you’ll have a working tool and a solid understanding of Symfony 7, SQLite3, Twig, and Rubix ML.