SmartDoc Summarizer

In an era of information overload, the ability to extract meaningful summaries from large textualdocuments is critical for improving productivity and decision-making. This paper presents an AIpowered document summarization web application that leverages the BART transformer model forabstractive summarization. Designed with a user-friendly Streamlit interface, the system supportsmultiple file formats including PDF, DOCX, and TXT. Summaries are automatically saved and retrievedper user using Firebase Firestore, enabling efficient document management and continuity. This projectdemonstrates the integration of modern Natural Language Processing (NLP) techniques with scalablecloud storage to create an intelligent and accessible summarization tool.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-05-25
DOI
https://doi.org/10.5281/zenodo.15513495
Primary Topic
Pancreatitis Pathology and Treatment
Type
article
Field-Weighted Citation Impact
0.00
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SmartDoc Summarizer

Zenodo (CERN European Organization for Nuclear Research)
Pancreatitis Pathology and Treatment
article

SmartDoc Summarizer

article en

Abstract

In an era of information overload, the ability to extract meaningful summaries from large textualdocuments is critical for improving productivity and decision-making. This paper presents an AIpowered document summarization web application that leverages the BART transformer model forabstractive summarization. Designed with a user-friendly Streamlit interface, the system supportsmultiple file formats including PDF, DOCX, and TXT. Summaries are automatically saved and retrievedper user using Firebase Firestore, enabling efficient document management and continuity. This projectdemonstrates the integration of modern Natural Language Processing (NLP) techniques with scalablecloud storage to create an intelligent and accessible summarization tool.

Zenodo (CERN European Organization for Nuclear Research)
Decent work and economic growth
Openalex Percentile: Top 37%
Pancreatitis Pathology and Treatment
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SmartDoc Summarizer · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS