Overview

This project demonstrates a Next Word Prediction system using Artificial Intelligence concepts.

The application predicts the next word based on user input and displays the result instantly using a Shiny web interface.

Problem Statement

Typing text repeatedly can be slow and inefficient.

Users often write the same words and phrases again and again.

A next word prediction system helps reduce effort, save time, and improve user experience.

Prediction Algorithm

The algorithm processes the input text and identifies the last word entered by the user.

If a known word pattern exists, the system predicts the most likely next word.

If no pattern is found, a word is selected from a predefined vocabulary of about 100 words.

Shiny Application

The application is built using R Shiny.

Features include:
  • Text input for phrases
  • Instant next-word prediction
  • Clean and colorful interface
  • Browser-based access

Value & Future Scope

This project demonstrates how simple language models can be converted into interactive products.

Future improvements may include:
  • Larger real-world datasets
  • Advanced n-gram models
  • Multiple word predictions
  • Personalized suggestions