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@article{193381,
        author = {Omkrish Chauhan and Saksham Ovalekar and Meet Pabari and Pratik Pachorkar},
        title = {A Unified Browser-Embedded AI Assistant for Summarization, Task Mining, and Calendar Automation},
        journal = {International Journal of Innovative Research in Technology},
        year = {2026},
        volume = {12},
        number = {10},
        pages = {187-195},
        issn = {2349-6002},
        url = {https://ijirt.org/article?manuscript=193381},
        abstract = {Emails and webpages are often processed, tasks are identified and the calendars are updated whilst browsing, which often is supported by different applications. Such division involves repetitive manual work to condense information, to action, and to plan undertakings. This paper proposes unified browser-based AI assistant to summarize, task mining, and calendar automation, which will be directly embedded into the Chrome platform with a floating interface. The system allows real-time support without the users having to quit the current webpage, the architecture integrates lightweight transformer-based models of low latency summarization with large language models of semantic understanding, structured task extraction and event inference. It analyses raw webpage and email content to generate concise summary at a glance, categorize messages, saving to-do items with an appointed date and to automatically generate calendar events. The design is now multilingual with noisy text that is often used in real-life communication. The system is able to bring all these capabilities into one workflow that can be based on a browser to minimize the effort of manual coordination and show how intelligent assistants can transition outside of information support, towards practical task automation in the daily digital environments.},
        keywords = {Browser-Embedded AI, Text Summarization, Task Mining, Email Analysis, Calendar Automation, Intelligent Personal Agents, Human–AI Interaction, Natural Language Processing, Productivity Systems},
        month = {March},
        }