Import Kaerlein bibliography into JabRef

[koppor]

The site http://kristallin.de/Kaerlein/Kaerlein.html links a PDF with many pages of references. These need to be imported into JabRef.

We need a fallback mechansim routing each PDF page to our AI provider.

---

Tasks

• Add documentation on "New library based on references in PDF file..."
  
  • Find code
  • Find test cases
  • Craft documetnation: new .md for https://github.com/JabRef/user-documentation/tree/main/en/collect
• Try import with Kaerlein
• Extract one PDF page with Karlein import it using a JUnit case
• Refine code to match expectations
• Extract other PDF page. Repeate.
• Write a JUnit test case importing complete Kaerlein

Thoughts

Prompt (for a single entry)

Convert following to a good BibLaTeX entry. Keep all text. Do not abbreviate any text.

"New Library based on references in PDF file" probalby doesn't work (because its tied to IEEE).

[Kaan0029]

Hi! I'd like to give this issue a try, if that's okay.

Broadly, I’m planning to extend BibliographyFromPdfImporter with the AI fallback mechanism that extracts BibLaTeX references from PDFs if the standard method returns no entries. I think the fallback will:

• (Lazily) initialize a ChatLanguageModel (from langchain4j) using JvmOpenAiChatLanguageModel
• Build prompts per page and send them via the selected provider from AiPreferences (could also do multiple pages – need to test how this affects error likelihood)
• Parse the AI response to generate valid BibEntry objects

I’ll also create a new component (something like ReferenceExtractionAiHandler) to handle AI prompt construction and response parsing. I think those should be all of the primary changes (some other parts need adaptation too, of course).

2 questions I had:

• While the instructions focus on the Kaerlein bibliography, the fallback mechanism seems generic. Would you prefer a generalized implementation that could potentially support any PDF–would be no extra work really since we're using an AI provider? (shouldn't be a difference implementation-wise either – however maybe in terms of API calls?)
• I noticed that NewLibraryFromPdfActionOffline uses BibliographyFromPdfImporter, whereas NewLibraryFromPdfActionOnline uses Grobid. Should the AI fallback be integrated into both workflows, or is the intention to enhance just the offline route? Could be implemented for both (would simply wrap the e.g. Grobid call in a fallback chain), I just wanted to clarify.

[koppor]

1. Please do a general implementation
2. "Offline" should never use online services.

Frist step: Only in ...Online.

Then: Think how it can be included in ...Offline: A user can configure localhost as AI provider. Then, there is no Internet use. Maybe, the simplest thing is to add a preference "Treat as offline provider*. If checked, then ...Offline uses AI.

[Kaan0029]

/assign-me

[github-actions]

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[github-actions]

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[subhramit]

@Kaan0029 I assume you are no longer working on this as you may be focusing on your primary project, hence I am freeing the issue. If you wish to take this up again, feel free to assign yourself.

[subhramit]

/unassign @Kaan0029