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Smart AI Chatbot Application

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Volume-10 | Issue-3

Last date : 26-Jun-2026

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Smart AI Chatbot Application


Shreyas Raut



Shreyas Raut "Smart AI Chatbot Application" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Special Issue | Innovations in Computer Science and Applications, April 2026, pp.165-174, URL: https://www.ijtsrd.com/papers/ijtsrd101425.pdf

The development of Large Language Models (LLMs) has reached a stage that completely changes how people interact with computers. Users could only use basic text prompts to interact with systems which had fixed rules that limited their ability to understand natural language. Current technology enables users to engage in interactive dialogues which combine multiple modes of communication. The study results from recent comprehensive surveys on LLM-based AI chatbots show that modern systems must handle different data types because they need to extract and combine information from multiple sources which includes advanced visual materials. The development of Vision-Language Models (VLMs) enables chatbots to process user-provided images together with spoken language requests which leads to more natural and situationally aware interactions with users. The new algorithms have achieved outstanding progress yet traditional chatbot systems still create major problems for both development and operation. AI web applications of today depend on powerful backend servers which handle data movement between user interfaces and language models that operate in the background. The system requires server-to-server communication which results in network delays and increases expenses for cloud storage while making it difficult to manage the system installation process. The system experiences major slowdowns because server data control and database system management create problems which prevent current users from receiving needed prompt service. This paper introduces a solution to these infrastructural problems through the creation and deployment of a Smart AI Chatbot system. The system functions as a fast web application which uses a zero-backend system to power its operations. The system achieves its functionality by establishing connections through direct web links to the system's components and web-based interfaces instead of using dedicated backend systems and conventional backend infrastructure.

Conversational AI / AI Chatbot, Large Language Models (LLMs), Serverless Architecture / Client-Side Processing, API Integration, Real-time Interaction, Multimodal Chatbots, Chatbot User Interface (UI), Natural Language Processing (NLP), Vision-Language Models (VLM)


IJTSRD101425
Special Issue | Innovations in Computer Science and Applications, April 2026
165-174
IJTSRD | www.ijtsrd.com | E-ISSN 2456-6470
Copyright © 2019 by author(s) and International Journal of Trend in Scientific Research and Development Journal. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (CC BY 4.0) (http://creativecommons.org/licenses/by/4.0)

International Journal of Trend in Scientific Research and Development - IJTSRD having online ISSN 2456-6470. IJTSRD is a leading Open Access, Peer-Reviewed International Journal which provides rapid publication of your research articles and aims to promote the theory and practice along with knowledge sharing between researchers, developers, engineers, students, and practitioners working in and around the world in many areas like Sciences, Technology, Innovation, Engineering, Agriculture, Management and many more and it is recommended by all Universities, review articles and short communications in all subjects. IJTSRD running an International Journal who are proving quality publication of peer reviewed and refereed international journals from diverse fields that emphasizes new research, development and their applications. IJTSRD provides an online access to exchange your research work, technical notes & surveying results among professionals throughout the world in e-journals. IJTSRD is a fastest growing and dynamic professional organization. The aim of this organization is to provide access not only to world class research resources, but through its professionals aim to bring in a significant transformation in the real of open access journals and online publishing.

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