Writing

References & citations

Read your sources without a browser in the way, highlight and cite them by hand, and keep every reference you've ever quoted in one searchable library — files, web pages, articles, books and more.

The pieces you dropped or bookmarked into Nomima aren't just there to read — you can work with them. Open any source in a calm in-app reader, highlight the passages that matter, and turn a highlight into a proper citation in one of your notes: a verbatim quote with real bibliographic attribution and a live link back to where it came from. Every source you cite gathers in a top-level References library, so your reading and your writing stay joined up.

The reader with highlights

Open a knowledge source — a file, an RSS article, or any web page you've bookmarked — and it opens in a distraction-free in-app reader: real structure kept, none of the clutter of the open web. Select a run of text and a small menu appears with your highlight categories. Pick a colour to drop a highlight, or hit the cite action (the quote mark) to highlight and send that passage straight into a notebook as a citation — Nomima asks which notebook to put it in.

Highlights are persistent — they're saved against the source and come back every time you open it — and you can recolour or remove any of them later, or send an existing highlight to a note whenever you like.

📄 Reader · Attention Is All You Need
Attention Is All You Need
Vaswani, Shazeer, Parmar et al. · NeurIPS 2017

The dominant sequence transduction models are based on complex recurrent networks. We propose a new simple network architecture, the Transformer.

The Transformer relies entirely on an attention mechanism to draw global dependencies between input and output. Experiments show these models to be superior in quality.

Highlight as
Introduction
Method
Key findings ❝ Cite
Conclusion
Select text, pick a colour to highlight — or hit the quote mark to highlight and cite in one move.

Citations in your notes

A citation lands in your note as its own block — a verbatim, non-editable quotation. That's deliberate: a citation must never quietly drift from what the source actually said, so the quote text is read-only (you can select and copy it, or delete the whole block, but not retype it). Its words are still folded into search, so citations stay findable by keyword.

From my transformer lit review:
The Transformer relies entirely on an attention mechanism to draw global dependencies between input and output.
Key findings Source: 🔗 Attention Is All You Need Vaswani et al. · NeurIPS · 2017 ⧉ Copy
A verbatim quote, a clickable Source pill, full attribution, and the colour it was highlighted in.

Quotes, whole-work references, and live updates

Under the hood a citation block comes in two shapes, and Nomima picks the right one for you:

Citations stay in sync. A quote in a note and its entry in the library are the same underlying citation, so editing a note keeps everything honest: delete a citation block and the source's Cited in list — and any open bibliography — update on the next save, with no manual refresh and no stale reference list left behind.

The References library

Everything you cite gathers in References — a new top-level item in the sidebar (the bookmark icon at the bottom). It's a two-panel library: a searchable list of every source down the side, and a detail view for whichever one you select. Filter the list with the chips along the top: All, Files, Web, Articles, Manual.

Add a reference from the + menu at the top of the list:

Select any reference and its detail view gives you the full picture:

🔖 References
All references 24
Files 8
🌐 Web 9
Articles 5
Manual 2
Collections
🗂 Transformer papers 6
🗂 Lit review 11
Saved searches
arXiv 2024 4
Attention Is All You Need
Vaswani, Shazeer, Parmar et al. · NeurIPS · 2017
Open in reader Read PDF Edit
Citation
APAMLAChicagoIEEE
Vaswani, A., Shazeer, N., Parmar, N., et al. (2017). Attention is all you need. NeurIPS. arXiv:1706.03762
Highlights · 2
“relies entirely on an attention mechanism…”
“Experiments show these models to be superior…”
Cited in · 2
📓 Transformer lit review
📓 Model architecture notes
Every source you've cited, in one place — filter by kind, then dive into its highlights and backlinks.

Organizing your library

As the library grows, a handful of tools keep it in order — all in the References view.

Tags

Give any reference free-form tags. In its detail view, the Tags section shows the tags it already carries as removable pills; hit + Add tag to type a new one. Nomima also offers a Suggested row of tags it derived from that reference's own title and abstract — the same local engine that suggests #hashtags in the editor — so click one to add it, or Add all. Tags read as #hashtag pills, and when you quote a tagged reference into a note its tags fold into that note too: the reference's tags make the notes that cite it findable and graph-linked, exactly like a hashtag you typed yourself. The library search box also matches tags, so typing a tag name filters the list to the references that carry it.

Tags
#research× #transformers× + Add tag
SuggestedAdd all
#attention #nlp #deep-learning
Tag a reference by hand or from Nomima's suggestions — its tags follow it into every note that cites it.

Collections

Collections are named folders of references — a reading list, a project's sources, a literature review. They live in the Collections section of the left rail: click and type a name to create one, and each row shows how many references it holds. Click a collection to filter the list to it; hover a row to rename or delete it. On a reference, its own Collections section lists the collections it's in as chips, and an Add to collection menu lets you toggle membership or spin up a new collection on the spot. Collections are pure organisation: delete one and its references stay in your library.

🔖 References
Collections
🗂 Transformer papers 6
🗂 Lit review 11
🗂 To read 3
Collections
🗂 Transformer papers + Add to collection
Add to collection
🗂 Transformer papers
🗂 Lit review
New collection…
Group references into named folders — from the rail, or per-reference via "Add to collection".

Saved searches

Filtered the library down to just what you want? Save that view. Whenever a filter is active — search text, a kind chip, or a collection — a Save search chip appears; name it and it's pinned as a chip under the filters. Click a saved search to re-apply its whole filter in one go, or × to remove it. Saved searches are stored on your Mac.

transformer
All Web Articles ☆ Save search
Saved searches
⌕ arXiv 2024 × ⌕ To read ×
Pin a filtered view of the library and re-apply it in one click.

Merge duplicates

Added the same paper twice — once by DOI, once by arXiv link? Open the + menu and choose Find duplicates…. Nomima groups references that look like the same work — a shared DOI, a matching title, or the same arXiv id, even when they were added different ways — and opens a review modal. For each group, pick which copy to keep (it defaults to the most-cited one) and hit Merge: the others' quotes, highlights and collection memberships move onto the one you kept, its tags and any missing metadata are folded in, and the duplicates are removed.

Citation styles & bibliographies

Nomima can format any reference in the scholarly style you work in, and roll a notebook's sources into a ready-to-paste bibliography.

Pick a citation style

Every reference's detail view has a Citation block with a style switcher — APA, MLA, Chicago and IEEE. Pick one and the formatted reference re-renders in it, with the DOI or link shown as a clickable in-place link. Below it, quick actions copy the reference in that style: Copy (the full reference), In-text (a short parenthetical like (Vaswani et al., 2017)), BibTeX and RIS (for LaTeX or a reference manager). Your style choice is remembered and shared everywhere citations are formatted.

Citation
APAMLAChicagoIEEE
Vaswani, A., Shazeer, N., Parmar, N., et al. (2017). Attention is all you need. Advances in Neural Information Processing Systems. arXiv:1706.03762
Vaswani, Ashish, et al. “Attention Is All You Need.” Advances in Neural Information Processing Systems, 2017, arXiv:1706.03762.
⧉ Copy In-text BibTeX RIS
Format a reference in APA, MLA, Chicago or IEEE — then copy it, or export BibTeX/RIS.

A notebook's bibliography

Any notebook that cites sources can produce a bibliography of them. Open the notebook's header menu and choose Bibliography…. Nomima gathers every source you've quoted in that notebook, sorts them by author, and lists them formatted in your chosen style (the same APA/MLA/Chicago/IEEE switcher sits in the modal's header). Copy a single entry, Copy all as plain text, or export the whole list as BibTeX or RIS. The list stays live — add or erase a quote in the notebook and the bibliography updates with it.

📓 Transformer lit review · Bibliography APAMLAChicagoIEEE
1.Devlin, J., Chang, M.-W., Lee, K., & Toutanova, K. (2019). BERT: Pre-training of deep bidirectional transformers. NAACL.
2.Vaswani, A., Shazeer, N., Parmar, N., et al. (2017). Attention is all you need. NeurIPS. arXiv:1706.03762
3.Wolf, T., Debut, L., Sanh, V., et al. (2020). Transformers: State-of-the-art NLP. EMNLP.
3 references BibTeX RIS Copy all
Every source a notebook cites, formatted and numbered — copy the lot or export it.

Note: styles format from the metadata Nomima captured — authors, year, title, journal or publisher, DOI/URL. A missing field is simply dropped rather than left as an empty bracket, so keeping a reference's details tidy (or hitting Refresh to re-pull them) gives the cleanest output.

Every reference is full-text searchable — its title, its abstract, and the full body Nomima captured — even a paper you've saved but never quoted. Two places surface those hits:

transformer⌘K
Notes
📓Transformer lit review
📄Model architecture notes
References
📰Attention Is All You Need…relies entirely on an attention mechanism…
📄BERT: Pre-training of deep bidirectional transformers…a new language representation model…
Your whole library is searchable from ⌘K — reference hits sit in their own group below your notes.

Smart Add

The By URL or DOI field is smarter than it looks — it takes more than plain web links. Paste any of these and Nomima resolves it into a typed, populated reference:

Add by link, DOI, or ID
🔗 arXiv:1706.03762
Also recognises Slack, Confluence, GitHub, Notion and Jira permalinks — typed automatically.
📰
Attention Is All You Need
Vaswani, Shazeer, Parmar et al. · arXiv · 2017
✓ Resolved
Paste a URL, DOI, arXiv id or a workspace permalink — Nomima resolves and types it.

Tip: for private workspace links — a Confluence page or a Notion doc only your account can see — connect that account first (below) so Nomima can actually read the page rather than just recognising the link.

Connectors

Some of the things you'll want to cite live behind a login — a private Confluence page, a Notion doc, a GitHub issue or PR. Connectors (in Settings → Connectors) let you paste a personal access token for each so those links resolve properly. Nomima supports:

Settings · Connectors
Connected
🔷 Atlassian acme.atlassian.net Disconnect
Token ••••••••••••••••3f9a
Site URL acme.atlassian.net
Email sara@acme.co
Available
Notion Connect →
🐙 GitHub also powers /github Connect →
Paste a personal token per service so private pages resolve — tokens live in your Keychain.

Your tokens stay on your Mac. Each token is stored in your macOS Keychain, never in Nomima's database, and requests go straight from your machine to that service — nothing routes through any Nomima server. Disconnect an account and its token is wiped from the Keychain.

Highlight categories

The colours you highlight with aren't arbitrary — each one is a research category, the way you'd colour-code a paper by section. You manage the set in Settings → Highlights, and it's shared everywhere colour carries meaning: the reader's picker, the References library, and each citation's lineage chip.

Nomima ships with a sensible section-based scheme you can keep or reshape: Introduction, Method, Key findings, Results, Discussion, Conclusion and Future research. From the panel you can:

Settings · Highlights
Introduction ↑↓×
Method ↑↓×
Key findings ↑↓×
Results ↑↓×
Discussion ↑↓×
Conclusion ↑↓×
+ Add category Reset to defaults
Rename, recolour, reorder — the same categories drive the reader, the library and every citation.

Note: a highlight stores only its colour; its label is read from the current category list. Rename a category and every existing highlight of that colour re-labels with it — but citations already in your notes keep the label they were captured under, so their lineage stays true.

The /github block

A related trick for anyone tracking code: type /github, drop in a repo (as owner/name or a GitHub URL), and Nomima renders a live status card for it — stars, forks, open issues and PRs, the latest release, default branch, language and license, the latest CI result from GitHub Actions, and a graph of recent commits. It refreshes on its own, with a manual refresh button in the header.

Heads up: the card reads GitHub through your connected GitHub account, so connect one in Settings → Connectors first. There's a fuller entry for this block on the Advanced blocks page.

🐙 huggingface/transformers CI passing
134k
★ Stars
26.8k
Forks
1.4k
Issues
312
PRs
v4.44.0 releasemain branchPythonApache-2.0updated 3d ago
Recent commits
Live repo vitals inside a note — stats, release, CI and a commit graph, all self-refreshing.

Where to go next. To get sources into the reader in the first place — dropping files, bookmarking pages, folding articles into your knowledge — see Capture & reading. For how tokens and reading stay on your machine, see Settings & privacy.