DropLine: An Asynchronous RAG Architecture for Resolving Wrapper Link Bottlenecks

DropLine is an asynchronous RAG-based system that resolves wrapper and redirected web links and transforms the actual content into structured educational material. The system handles URL resolution, content extraction from webpages and videos, text cleaning, and LLM-based generation of summaries, key concepts, explanations, applications, and quizzes. It is implemented using FastAPI, Trafilatura, youtube-transcript-api, Gemini 2.5 Flash, and Streamlit, with session-state support for follow-up questions.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-04-30
DOI
https://doi.org/10.5281/zenodo.19923633
Primary Topic
Web Data Mining and Analysis
Type
article
Field-Weighted Citation Impact
0.00
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article

DropLine: An Asynchronous RAG Architecture for Resolving Wrapper Link Bottlenecks

Abhijit Yamgar, Aditya Khorne, Ajay Virkar
Zenodo (CERN European Organization for Nuclear Research)
Web Data Mining and Analysis
article

DropLine: An Asynchronous RAG Architecture for Resolving Wrapper Link Bottlenecks

Abhijit Yamgar, Aditya Khorne, Ajay Virkar
article en

Abstract

DropLine is an asynchronous RAG-based system that resolves wrapper and redirected web links and transforms the actual content into structured educational material. The system handles URL resolution, content extraction from webpages and videos, text cleaning, and LLM-based generation of summaries, key concepts, explanations, applications, and quizzes. It is implemented using FastAPI, Trafilatura, youtube-transcript-api, Gemini 2.5 Flash, and Streamlit, with session-state support for follow-up questions.

Zenodo (CERN European Organization for Nuclear Research)
Savitribai Phule Pune University (IN)
Quality Education
Openalex Percentile: Top 3%
Web Data Mining and Analysis
DOIOpen Access PDFOpenAlex
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