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Cedricgc | 1 year ago

Looking into this, could be very useful for working with personal Zotero archives of webpages

discuss

order

jszymborski|1 year ago

westurner|1 year ago

paper-qa: https://github.com/whitead/paper-qa :

> LLM Chain querying documents with citations [e.g. a scientific Zotero library]

> This is a minimal package for doing question and answering from PDFs or text files (which can be raw HTML). It strives to give very good answers, with no hallucinations, by grounding responses with in-text citations.

  pip install paper-qa
> If you use Zotero to organize your personal bibliography, you can use the paperqa.contrib.ZoteroDB to query papers from your library, which relies on pyzotero. Install pyzotero to use this feature:

  pip install pyzotero
> If you want to use [ paperqa with pyzotero ] in an jupyter notebook or colab, you need to run the following command:

  import nest_asyncio
  nest_asyncio.apply()
... there is also neuml/paper-ai w/ paperetl; https://news.ycombinator.com/item?id=39363115 : gh topic: pdfgpt, chatpdf,

neuml/paperai has a YAML report definition schema: https://github.com/neuml/paperai :

> Semantic search and workflows for medical/scientific paper

  python -m paperai.report report.yml 50 md <path to model directory>
> The following [columns and answers] report [output] formats are supported: [Markdown, CSV], Annotation - Columns and answers are extracted from articles with the results annotated over the original PDF files. Requires passing in a path with the original PDF files.