• Simple Next Word Prediction App using Shiny
• Predicts next word based on user input
• Uses basic NLP techniques

# Key app features
- Text input interface
- Real-time predictions
- Alternative suggestions
- Bootstrap styling

predict_next_word <- function(input_text) {
  words <- tolower(input_text) %>%
    str_split("\\s+") %>%
    unlist()
  
  if (length(words) == 0) return("Please enter text")
  
  # Get predictions based on last word
  prediction <- sample(common_words, 3)
  
  list(primary = prediction[1],
       alternatives = prediction[2:3])
}

• Enhanced prediction model
• Larger training dataset
• User feedback integration
• Performance optimization