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High accuracy RAG for answering questions from scientific documents with citations

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I'm adding pdf from Zotero in the Docs object. When I query the Docs, about half of the times I get an answer without the references. Ex: ''' AIED, or...

This question is for pedagogical purpose. I tried to reproduce Paper QA's capability from scratch with LlamaIndex, without bells and whistle, as described in the [FAQ](https://github.com/whitead/paper-qa#how-is-this-different-from-llamaindex): > It's not that...

documentation

Hello, Every now and again I get the following error message during my ingestation process. Maybe something is wrong with the pdf? ``` i=0 for item in zotero.iterate(start=129,limit=900): i+=1 print("Adding",...

Hello, I think many user might be interested in using the zotero.iterate(since=) parameter and it would be worth giving an example of it to the FAQ. If I understand correctly...

documentation

If zotfile is used, the pdf file cannot be found. This is of course to blame on pyzotero.

enhancement

After update to latest version of paperqa, this line `response = index.query(input_text, k = k, max_sources = max_sources)` (where `index = paperqa.Docs(...)`) is now generating a `KeyError` exception: ``` Traceback...

Thank you so much @whitead for writing this package -- so helpful!! I have written a callback handler to stream the query response to streamlit. Here is the handler. ```...

How do you ask questions about differences between papers, the history of a field, and relevant earlier work?

question

Is there a way to ask questions that refer to the key of a document, e.g., "What are the key results presented in 'Example2023'?"? If not, are you planning to...

question