https://github.com/semanticclimate/docalr

https://github.com/semanticclimate/docalr

Last synced: 11 months ago
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• Host: GitHub
• URL: https://github.com/semanticclimate/docalr
• Owner: semanticClimate
• License: apache-2.0
• Created: 2025-06-02T06:35:34.000Z (about 1 year ago)
• Default Branch: main
• Last Pushed: 2025-06-15T13:30:59.000Z (about 1 year ago)
• Last Synced: 2025-07-11T19:40:28.843Z (11 months ago)
• Language: Python
• Size: 21.5 KB
• Stars: 0
• Watchers: 0
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# docALR

# Scientific Paper Analysis Pipeline

A modular and extensible pipeline for **automated retrieval**, **named entity recognition (NER)**, **summarization**, and **question-answering** from scientific papers using **Pygetpapers**, **spaCy/transformers**, and **LLM/RAG-based models**.

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## Features

- **Retrieve scientific papers** from open-access sources using [Pygetpapers](https://github.com/petermr/pygetpapers)

- **Extract named entities** using pre-trained spaCy or transformer-based models

- **Summarize full texts** or abstracts using transformer-based summarization models (e.g., BART, T5)

- **Ask questions** and get answers with RAG-based pipelines or custom LLMs

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