Smart Assistance for Linux Beginners: A MultiModel Chatbot Approach

Linux is widely used, but its complexity and lack of consistent support can make it difficult for beginners and nontechnical users. This paper introduces Chinmux for Linux, an AI-driven assistant designed to make interacting with Linux easier. Chinmux uses advanced models like Google T5 for summarization and answering general questions, BERT for creating bash scripts, and Distilled BERT for handling regular tasks. The system is designed to be efficient and easy to use, with a focus on performance. One of its key features is the ability to manage multi-step tasks through an agent collaboration framework, ensuring smooth task transitions. Chinmux helps users perform common tasks like package installation, coding, and system maintenance more easily, reducing errors and improving overall satisfaction. By simplifying these tasks, Chinmux makes Linux more accessible to everyone. The results demonstrate that Chinmux effectively simplifies Linux interactions by leveraging multiple AI models, improving user efficiency and reducing errors in common tasks. This enhances accessibility and usability for both beginners and advanced users

Authors

Publication Details

Published
2025-05-01
DOI
https://doi.org/10.1109/iceccc65144.2025.11063986
Primary Topic
AI in Service Interactions
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Smart Assistance for Linux Beginners: A MultiModel Chatbot Approach

B.P. Basappa Shetty, Rashmi Rajendra Shinde, Suraj N. Mali, Aditya Patil et al.
AI in Service Interactions
article

Smart Assistance for Linux Beginners: A MultiModel Chatbot Approach

B.P. Basappa Shetty, Rashmi Rajendra Shinde, Suraj N. Mali, Aditya Patil, Soham Adhyapak, Pranav Chougule, Sharvari Solapure
article en

Abstract

Linux is widely used, but its complexity and lack of consistent support can make it difficult for beginners and nontechnical users. This paper introduces Chinmux for Linux, an AI-driven assistant designed to make interacting with Linux easier. Chinmux uses advanced models like Google T5 for summarization and answering general questions, BERT for creating bash scripts, and Distilled BERT for handling regular tasks. The system is designed to be efficient and easy to use, with a focus on performance. One of its key features is the ability to manage multi-step tasks through an agent collaboration framework, ensuring smooth task transitions. Chinmux helps users perform common tasks like package installation, coding, and system maintenance more easily, reducing errors and improving overall satisfaction. By simplifying these tasks, Chinmux makes Linux more accessible to everyone. The results demonstrate that Chinmux effectively simplifies Linux interactions by leveraging multiple AI models, improving user efficiency and reducing errors in common tasks. This enhances accessibility and usability for both beginners and advanced users

Openalex Percentile: Top 92%
AI in Service Interactions
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.