CerebralChat: An Advanced Virtual Assistant Using Neural Networks | IEEE Conference Publication | IEEE Xplore

CerebralChat: An Advanced Virtual Assistant Using Neural Networks


Abstract:

In the ever-evolving landscape of technology, the demand for an advanced AI virtual chatbot is growing, aimed at enhancing user experience and efficient information retri...Show More

Abstract:

In the ever-evolving landscape of technology, the demand for an advanced AI virtual chatbot is growing, aimed at enhancing user experience and efficient information retrieval. Our chatbot adeptly handles user queries through speech commands, providing real-time updates such as weather, news, date and time. As part of generative AI, it excels in generating both text and speech. Recognizing the limitations of existing solutions in understanding human speech and diverse commands, our project focuses on improving these capabilities. The development involves creating a proficient virtual chatbot seamlessly integrated into user-friendly websites, capable of tasks ranging from answering queries to playing music and sending emails.A pivotal aspect of our project is the creation of a tailored dataset, developed through a neural network, ensuring a high degree of accuracy and allowing customization according to specific user needs. Unlike traditional solutions, our chatbot boasts a high accuracy rate in comprehending and responding to user queries. Additionally, the chatbot’s conversational functionality operates seamlessly offline, guaranteeing uninterrupted interactions. This offline capability, coupled with the flexibility of our dataset, facilitates the straightforward integration of the chatbot into any website.Furthermore, we have integrated the chatbot into a userfriendly graphical user interface (GUI), enhancing its accessibility and user interaction. This GUI streamlines the user experience, making it intuitive and easy to navigate while leveraging the advanced capabilities of our AI virtual chatbot.
Date of Conference: 15-16 March 2024
Date Added to IEEE Xplore: 10 July 2024
ISBN Information:
Conference Location: Kottayam, India

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