Research workspace for the web

Highlight the web. Keep what matters.

Vite Research turns what you read online into organised, citable knowledge. Highlight any web page, save the source with a snapshot, follow the journals of your field, write it up in notes and share it with your team, without losing a single source.

Free plan · No credit card · Chrome and Firefox

arxiv.org/abs/1706.03762
arXiv:1706.03762 · cs.CL

Attention Is All You Need

Vaswani, Shazeer, Parmar, Uszkoreit, Jones, Gomez, Kaiser, Polosukhin · 2017

The dominant sequence transduction models are based on complex recurrent or convolutional neural networks that include an encoder and a decoder. The best performing models also connect the encoder and decoder through an attention mechanism. We propose a new simple network architecture, the Transformer, based solely on attention mechanisms, dispensing with recurrence and convolutions entirely.

Experiments on two machine translation tasks show these models to be superior in quality while being more parallelizable and requiring significantly less time to train.

Library · citation
Verified · snapshot v2APA 7
Vaswani, A., Shazeer, N., Parmar, N., Uszkoreit, J., Jones, L., Gomez, A. N., Kaiser, Ł., & Polosukhin, I. (2017). Attention is all you need. arXiv. https://arxiv.org/abs/1706.03762
Built for the way researchers work
Academics
PhD students
Analysts
Journalists
Students
Authors
The problem

Your best sources are scattered across 40 open tabs

Bookmarks pile up. Quotes get lost in documents. The page you needed for that chapter changed, or disappeared. Research deserves a home.

Lost context

You remember the insight, not where you read it, or which passage it was.

Copy-paste chaos

Quotes and links rot in scratch documents that nobody can find later.

Solo silos

Your team re-reads the same sources because nothing is shared.

Everything in one place

One workspace, from first highlight to final citation

Capture, organise, write and collaborate without switching tools.

Web highlighter

Highlight and annotate any web page with the browser extension. Every highlight keeps a comment, tags, a colour and the page it came from.

Library and citations

Save a page and it is snapshotted with a hash, monitored for changes and ready to cite in APA, MLA or Chicago.

Collections

Group highlights, web pages, documents and images into collections by project, topic or thesis.

Research notes

An editor built for thinking: headings, lists, task lists, code, math, diagrams, wiki-links and Markdown export.

Source feeds

Follow journals, preprint servers and blogs as one stream. New material lands in your workspace.

Collaborative spaces

Share highlights, articles, collections and sources with a team, and discuss them in real-time chat.

Capture in one click

Highlight any web page and keep the source

Install the extension and a sidebar follows you across the web. Select text, write why it matters, tag it, and it is saved with the source and its position on the page. Save the page to your Library and it is kept as a snapshot you can verify and cite later.

arxiv.org/abs/1706.03762
arXiv:1706.03762 · cs.CL

Attention Is All You Need

Vaswani, Shazeer, Parmar, Uszkoreit, Jones, Gomez, Kaiser, Polosukhin · 2017

The dominant sequence transduction models are based on complex recurrent or convolutional neural networks that include an encoder and a decoder. The best performing models also connect the encoder and decoder through an attention mechanism. We propose a new simple network architecture, the Transformer, based solely on attention mechanisms, dispensing with recurrence and convolutions entirely.

Experiments on two machine translation tasks show these models to be superior in quality while being more parallelizable and requiring significantly less time to train.

app.viteresearch.com/share/spaces
Climate risk review · space
owner, 1 admin, 2 members
Mara · 10:12Shared the IPCC synthesis highlight to the space: it is the number for the summary.
You · 10:14Saved it to the Library with monitoring on; citation is in the collection.
Jon · 10:20Added two feed articles from Nature Climate Change to the shared list.
Better together

Research is a team sport. Make it one.

Invite collaborators into a shared space, pool your highlights, feed articles, collections and sources, and talk it through in real-time chat next to the evidence. Everyone stays on the same page.

How it works

Up and running in under two minutes

Step 1

Highlight

Add the extension and start highlighting any page you read. Highlights save with their source.

Step 2

Organise

Sort highlights into collections and notes. Tag, search by tag, and connect ideas with wiki-links.

Step 3

Cite and share

Save sources to the Library, cite them in APA, MLA or Chicago, export a bibliography, and share a space with your team.

60 s

to your first highlight

1 click

to save a page as a verifiable source

$0

free plan, no card

100%

yours to export: Markdown, BibTeX, CSV, JSON

Who it is for

Made for people who read for a living

If your work depends on what you find online, Vite Research keeps it organised, sourced and ready to use.

Academics and PhD students

Run literature reviews without losing a paper. Every quote keeps its citation, ready for the write-up.

Analysts

Track sources across reports, keep the evidence with the claim, and share it with the team.

Journalists and fact-checkers

Keep a verifiable copy of every page you quote, know when it changes, and export an evidence pack.

Students

Turn reading into notes and citations you can use in essays, with sources that still exist at hand-in.

Authors

Organise research for a book by chapter or theme, with every passage tied to its page.

Teams

Pool sources in a shared space and discuss them next to the evidence.

Pricing

Start free. Upgrade when you grow.

Highlights, feeds and notes are free and unlimited. Pro adds spaces, more projects, sources and monitoring, and evidence packs.

Free
$0

for ever, no card

Everything you need to capture, organise and cite.

Pro
$8.99

per month, cancel any time

No limits, faster monitoring, evidence packs and shared spaces.

Students
$3.99

per month, with proof of enrolment

The full Pro plan at the student price.

FAQ

Questions, answered

Which browsers does the extension support?

Chrome, from the Chrome Web Store, and Firefox, from Firefox Add-ons. There is no Safari, Edge or mobile version yet.

Can I highlight PDFs?

Not yet. Vite Research highlights web pages (HTML). Keep PDFs in your reference manager and save the page the PDF came from.

What is free, exactly?

Highlights, feeds, notes, three projects, three collections, 100 saved sources and five monitored sources. Spaces and evidence packs are on Pro.

Can I get my data out?

Yes. Notes export as Markdown; the Library exports BibTeX, CSV, JSON and, on Pro, evidence packs with hashes.

Does it work with Zotero or Mendeley?

Import your library as BibTeX or RIS and export a BibTeX bibliography back. Vite Research keeps the web sources; your reference manager keeps the PDFs.

Is there AI?

No. Vite Research does not summarise, rewrite or generate anything. Your notes are yours.