Comparison of TextBlob and Custom Spelling Correctors for Grammar Autocorrection

The current report is devoted to 'AutoBot Assistant', which represents an automated means purpose multi function assistant application for helping users to manage files and folders, voices, information, etc. It has been developed into a Python-applied project using GUI through PyQt5 and APIs like OpenWeatherMap and NewsAPI. AutoBot would use both text to speech and speech recognition to make it a friendly and interactive user experience. The study presents an overview of the entire research and findings based on the development process, key features, usability, and applications with respect to personal and professional dimensions. The results reveal the versatility of this assistant to simplify user interaction with computer systems.