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Grounded Q&A for Zotero with AI
Open-source grounded Q&A for Zotero.
Grounded Q&A lets you ask questions across your entire Zotero library. Instead of re-reading dozens of papers, query all of them at once — and every claim in the answer links back to the exact passage it came from. Click a citation and jump straight to that page in the PDF. No invented references, no hallucinated sources. Free, open source, and it runs against your own library. Built for researchers who need answers they can actually trust and cite. https://github.com/birugit/zotero-grounded-qa
I built Grounded Q&A to fix the part of research I kept getting stuck on: a question comes up mid-project, I know the answer is somewhere in the 40-odd papers I've collected, and I lose an afternoon re-reading them to find it. The AI tools that promised to help couldn't be trusted — they'd summarize confidently and cite papers that didn't say what they claimed, or didn't exist at all.
So I built a Zotero plugin that works with the library you already have.
You ask a question across your papers — a single collection, a few selected items, or your whole library — and it answers in plain language, with every claim linked to the exact passage it came from. Click any citation and the PDF opens right at that sentence, so checking a source takes one click instead of a hunt through the document.
The rule it's built on is the one that matters most to me as a researcher: no claim without a source. If your papers don't actually support an answer, it tells you that instead of inventing something plausible. For work where a fabricated citation can sink a paper — or your credibility — that isn't negotiable.
A few things I know you'll care about: it's free and open source, with no account and no lock-in. Your library stays yours — you can keep everything running locally, so unpublished PDFs and notes never leave your computer.
It's early, and I'd value feedback from people who actually do this work:
Does it hold up on the literature in your field?
Where does it fall short of how you read and write?
Anything broken or confusing.
The code and install steps are linked above. I'll be around all day — ask me anything, and tell me where it gets things wrong.
About Grounded Q&A for Zotero with AI on Product Hunt
“Open-source grounded Q&A for Zotero.”
Grounded Q&A for Zotero with AI was submitted on Product Hunt and earned 4 upvotes and 1 comments, placing #133 on the daily leaderboard. Grounded Q&A lets you ask questions across your entire Zotero library. Instead of re-reading dozens of papers, query all of them at once — and every claim in the answer links back to the exact passage it came from. Click a citation and jump straight to that page in the PDF. No invented references, no hallucinated sources. Free, open source, and it runs against your own library. Built for researchers who need answers they can actually trust and cite. https://github.com/birugit/zotero-grounded-qa
On the analytics side, Grounded Q&A for Zotero with AI competes within Productivity, Artificial Intelligence and GitHub — topics that collectively have 1.2M followers on Product Hunt. The dashboard above tracks how Grounded Q&A for Zotero with AI performed against the three products that launched closest to it on the same day.
Who hunted Grounded Q&A for Zotero with AI?
Grounded Q&A for Zotero with AI was hunted by Swamy Biru. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of Grounded Q&A for Zotero with AI including community comment highlights and product details, visit the product overview.
Swamy Biru