I made LexioJS: a NLP library built in VanillaJS

Hey there! I am thrilled to share my new project LexioJS,
A simple lightweight library,which allows you to perform NLP tasks,such as:

• tokenization
• stop word removal
• NER
• stemming
• lemmatization
• sentiment analysis

introduction

LexioJS is a very fast,simple & lightweight(~7.60 kb minified) NLP library,which allows you to perform all the basic NLP tasks.

features

• tokenization
• stop word removal
• NER
• stemming
• lemmatization
• sentiment analysis

getting started with LexioJS

Including LexioJS in your project using a CDN:

<script src="https://cdn.jsdelivr.net/gh/SomnathDevPro/LexioJS@main/src/lexio.min.js"></script>

You can refer to LexioJS docs for tutorials:
Documentation
GitHub repository

Use cases

• Text Preprocessing
• Sentiment Analysis
• developing small ChatBots & virtual assistants

Drawbacks & Limitations

Although I've tried to build a comprehensive library,it has some limitations:

• limited features: I have provided basic functionalities for NLP tasks,but it's important to note,that it lacks some other complex features such as POS tagging,dependency Parsing & ML integration.

-Currently Lexio only supports English language processing.

-sentiment analysis model may struggle with sarcasm & nuanced text.

I plan to address these limitations in future updates.