AI Smart Autocorrect Keyboard

📌 Project Overview

AI Smart Autocorrect Keyboard is a Natural Language Processing (NLP) based application that detects misspelled words and automatically provides corrected text in real time.

The application is built using Python, Streamlit, and PySpellChecker, providing a simple and interactive user interface for text correction.

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🚀 Features

• Real-time autocorrection
• Detects spelling mistakes
• Automatically suggests corrected text
• Interactive web interface using Streamlit
• User-friendly design
• NLP-based text processing

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🛠 Technologies Used

• Python
• Streamlit
• Natural Language Processing (NLP)
• PySpellChecker
• VS Code

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📂 Project Structure

smart_keyboard/
│
├── app.py
├── dataset.txt
├── train.py
├── model.h5
├── tokenizer.pkl
├── README.md
└── requirements.txt

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⚙️ Installation

1. Clone the Repository

git clone <repository-link>
cd smart_keyboard

2. Install Dependencies

pip install streamlit pyspellchecker

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▶️ Run the Application

streamlit run app.py

After running the command, open:

http://localhost:8501

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📸 Working

1. User enters a sentence.
2. The system identifies misspelled words.
3. Autocorrect suggestions are generated.
4. Corrected text is displayed instantly.

Example

Input:

machin learnng is amazng

Output:

machine learning is amazing

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🧠 Concepts Used

• Natural Language Processing
• Text Preprocessing
• Tokenization
• Spell Checking
• Autocorrection

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🎯 Applications

• Smart keyboards
• Text editors
• Chat applications
• Educational tools
• Writing assistants

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📈 Future Enhancements

• Grammar correction
• Voice-to-text support
• Multiple language support
• Next-word prediction
• Mobile application integration

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👨‍💻 Author

Isiri H S

AI & Machine Learning Project

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📜 License

This project is developed for educational and learning purposes.