Use cases

Local AI for research and study

Import your PDFs and ask methodology and content questions across the whole stack — with source references to check. With the bundled models, your unpublished draft stays on your device.

A first workflow to try

  1. Choose the documents

    Choose two or three papers about the same research question. Prefer searchable PDFs and check text recognition when using scans.

  2. Ask a specific question

    What sample and measurement method does each paper describe? Cite each paper separately.
  3. Check the answer against the original

    Open the original methods sections. Distinguish results, limitations and interpretation, and take bibliographic details from the paper itself.

Read the full source-checking guide
Does my unpublished draft reach external providers?

With the bundled models, sources and questions stay local. Optional external Ollama providers you explicitly approve receive content for the selected functions, including embeddings.

Do I get citable passages with page numbers?

Citations can open the specific PDF passage and page. Check the original text and the answer before citing it.

Can I import many PDFs at once?

Yes. Drop a batch of PDFs into a workspace and query them together.

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