Build your faq virtual agent in 5 minutes

Fine-tune BERT to generate sentence embedding for cosine similarity

A text analytics library with support for codemixed data

Lingualytics is a Python library for dealing with indic text. Lingualytics is powered by powerful libraries like Pytorch, Transformers, Texthero, NLTK and Scikit-learn. Preprocessing  Remove stopwords Remove punctuations, with an option to add punctuations of your own language Remove words less than a character limit Representation  Find n-grams from given text NLP  Classification using PyTorch  Train a classifier on your data to perform tasks like Sentiment Analysis Evaluate the classifier with metrics like accuracy, f1 score, precision and recall Use the trained tokenizer to tokenize text 

A plagiarism checker written in Python that uses word embedding and cosine similarity to compare 2 or more documents.

An offline plagiarism checker that uses word embedding and cosine similarity to compare 2 or more documents. 

Jessica's Virtual Agent Kit

Source Kit

faq-virtual-agentby balaji-munusamy

faq-virtual-agentby balaji-munusamy

Supplementary Libraries

bert-cosine-simby beekbin

bert-cosine-simby beekbin

py-lingualyticsby lingualytics

py-lingualyticsby lingualytics

Plagiarism Checkerby The_Legendary_Z

Plagiarism Checkerby The_Legendary_Z