Text Suggestion System

Introduction

This api provides text suggestion based on the given input text using Markvo Chain. The Markov Chain used here constructed using n-gram size 2 using Wikipidea articles and Conversation dataset.

Modules and Routes

This project contains following module

generate(model,ngram_size,start_text,max)

This module generate the text that need to be suggested using the Markov model passed as an arugment ,default ngram size is 2 and if you wish to use another model with different n-gram size construct the Markov Chain using python notebook present in core folder and pass the n-gram size to the generate function.If no start text is passed as an input then **None** will be taken as start text and empty string will be given as response.

This project contain following routes
### /suggest_text By passing the text in request params with **GET** method to this route you can get text suggestion as json in response. Pass input string with **data** as key. --- ## Resources Articles from Wikipedia and Chat dataset from Kaggle was used for generating the Markov chain