• What is it?

A smart text prediction app that suggests the next word based on what you type.

• Why is it useful?

Enhances writing speed and accuracy.

• Who benefits?

Writers, students, professionals, and anyone who types frequently.

• Uses N-gram Language Models trained on large text corpora.
• Matches typed text with stored word sequences to predict the most likely next word.
• 4-gram to 1-gram approach: Looks for longest matching phrase and falls back if needed.
• Removes stopwords and numbers to improve accuracy.

• Dataset: Trained on a large English text corpus.
• Accuracy: Evaluated on test set using Perplexity & Precision.
• Speed: Predictions appear in ~1.2 seconds.
• Fallback Strategy: If no match, suggests common high-frequency words.

• Step 1: Type a phrase in the text box.
• Step 2: The app suggests the top 3 most probable next words.
• Step 3: Click a word to insert it into the sentence.
• Clear & retry!

Fast & responsive – Works in real-time.
Simple & intuitive – Easy to use for everyone.
Enhances writing – Reduces typing effort & errors.
Can be expanded – Train with more data for even better accuracy!

Try it now and experience the power of AI-driven text prediction!