Marginalia reads your documents so you can question them. Ask in plain language and get an answer with a footnote that links straight to the source passage.
No credit card required. Runs in demo mode out of the box.
“The Provider's aggregate liability … shall not exceed the total fees paid by the Customer in the twelve (12) months preceding the event giving rise to the claim.”
The retrieval pipeline, the citation UI, and the billing spine — already bound in.
PDFs, contracts, decks, handbooks. We parse, chunk, and index every page automatically.
No query syntax. Ask the way you'd ask a colleague and get a direct, grounded answer.
Every claim links back to the exact passage and page it came from, so you can trust it.
App data and vectors live together in Neon with pgvector. One connection string, no extra service.
Every call routes through the AI Gateway. Swap models or providers by editing a config string.
Workspaces, seats, and roles so a whole team can query the same knowledge base.
Hover any citation and Marginalia opens the source beside it — the exact passage, highlighted, on its original page. No hunting, no guessing, no hallucinated quotes.
Acme Master Services Agreement · p.6
8. Limitation of Liability. In no event shall either party be liable for any indirect, incidental, or consequential damages arising under this Agreement.
The Provider's aggregate liability shall not exceed the total fees paid by the Customer in the twelve (12) months preceding the event giving rise to the claim1.
9. Confidentiality. Each party shall maintain the confidentiality of the other's Confidential Information for a period of three (3) years following disclosure.
Liability is capped at 12 months of fees — refunded pro-rata if you terminate.
Drag in PDFs or docs. Each one moves from queued to indexed in seconds.
Pose a question across one document or your whole library.
Every answer carries a footnote. Hover it to read the exact source.
“We replaced a week of ‘where does the contract say that?’ with a single question. The citations mean our team actually trusts the answers.”
Dana Okafor
Head of Legal Ops, Northwind
Start free. Upgrade when your library grows.
$0
Try it on a handful of documents.
$29
For individuals shipping a real product.
$99
Shared workspaces for the whole team.
Full comparison on the pricing page.
Spin up your own cited document assistant this afternoon.