adwaith2000/insi

AI based Text analysis tool to automate insights.

INSI

Text analysis tool to provide insights.

Automatically generates questions and answers from an input text to provide insights.

Built on top of :
Question Generator :Generates questions from input text.
tableQA :Applies the natural language queries to csv files.

Configuration

git clone https://github.com/abhijithneilabraham/INSI/

cd insi

Quickstart

Text insights

from insi import insi
nlp=insi()
text="A large number of cancer patients died.Many deaths were caused by stomach cancer."
nlp.get_results(text)
#{'How many cancer patients died?': 'a large number', 'How many deaths were caused by stomach cancer?': 'many'}

Improved insights with csvs

Using csv file(s) related to the text could help build more insights.The sample input csvs and schemas can be found in sample and schema respectively. Using a schema is optional.

nlp.get_results(text,csv_path,schema_path)

#{'How many cancer patients died?': [(2431,)], 'How many deaths were caused by stomach cancer?': [(179,)]}