Now in private beta — Join the waitlist

From Zotero to Obsidian. Automatically.

Every new paper in your Zotero folder becomes a bilingual PDF and an atomic Obsidian note. Layout preserved. LaTeX intact. No copy-paste. No manual formatting. No middleman.

Free forever with your own API key · Your data stays local

ORIGINAL attention_is_all_you_need.pdf
← garbled formula
TRANSLATION confidence 97%
Attention(Q,K,V)
← Texify
confidence: low — review

How it works

Three steps. One-time setup. Then forget about it.

1

Connect

Point Sulix Cite at your Zotero attachment folder and your Obsidian vault. Takes one minute.

2

Drop a paper

Add a PDF to Zotero like you always do. Sulix Cite detects it instantly.

3

Read in two places

A bilingual PDF lands in Zotero. An atomic note lands in Obsidian. Both linked. Always synced.

Built for how academics actually work

Everything you need. Nothing you don't.

Set it once. Forget it.

Point Sulix Cite at your Zotero folder. Every new PDF processes automatically. No manual steps. No daily clicks.

Side-by-side bilingual PDF

Original on the right, translation on the left. Paragraph by paragraph, perfectly aligned. Two-column layouts handled correctly. Citations preserved.

LaTeX equations, perfectly preserved

∂ρ/∂t + ∇·(ρu) = 0 stays as ∂ρ/∂t + ∇·(ρu) = 0. Inline math, display equations, nested fractions — all reconstructed pixel-perfect from source. No garbled symbols. Your math stays math.

Atomic notes in Obsidian

Every paper becomes a structured Obsidian note. Abstract, key claims, references — all linked. Click sulix:// links to jump back to the source. Your knowledge graph grows automatically.

Your key. Your data. Your machine.

Sulix Cite never sees your papers. You bring your own API key — translation goes directly from your machine to Anthropic / OpenAI / DeepSeek. No middleman. No storage. No training data.

Built for thousand-page workloads

Process entire conference proceedings in one batch. Resume from interruption automatically. 500-page survey papers? No sweat. Industrial-grade reliability for industrial-scale reading.

See it in action

Three scenarios. One workflow. Zero friction.

ORIGINAL PDF page 1/12
TRANSLATION (ZH) ← aligned

Line-by-line alignment · Confidence audit marks spans needing review

BEFORE — RAW PDF EXTRACT unreadable

where attention scores a_{ij} are

computed as:

a_{ij} = exp(e_{ij}) / ?

? = ?_k exp(e_{ik})

This ensures the weights sum to 1.

AFTER — TEXIFY RECOVERED 100% LaTeX

where attention scores \(a_{ij}\) are

computed as:

$$a_{ij} = \frac{\exp(e_{ij})}{\sum_{k} \exp(e_{ik})}$$

This ensures the weights sum to 1.

Advanced ML-powered parsing engines recover every equation to valid LaTeX

SULIX CITE — BILINGUAL PDF ready
SC
Attention Is All You Need
Vaswani et al. (2017)
OBSIDIAN — EXPORTED MARKDOWN synced

---

title: "Attention Is All You Need"

source: [[zotero/vaswani2017]]

---

## Abstract

The dominant sequence transduction models

are based on complex recurrent or

convolutional neural networks ...

$$ \text{Attention}(Q,K,V) = ... $$

One-click export to your Obsidian vault. Frontmatter, citations, and formulas preserved.

Simple pricing. No surprises.

Free is genuinely useful. Pro is genuinely worth it. Half off for .edu emails — because we remember being grad students.

Free

For getting started.

$0

Unlimited, forever.

  • Unlimited bilingual PDFs
  • Standard text extraction + layout
  • BYOK — your own API key
  • Basic Obsidian export
  • 5 Pro-engine trials per month
  • Community support
Join the Waitlist
Most popular

Pro · Annual

For active researchers.

$49

per year · $24.50 with .edu email

  • Everything in Free
  • Unlimited advanced ML-powered parsing
  • Pixel-perfect LaTeX reconstruction
  • 1000-page stability with auto-resume
  • Batch processing (folders, full vaults)
  • Obsidian custom templates
  • Settings sync across devices
  • Email support
Join the Waitlist

Pro · Lifetime

For the long haul.

$129

once · $64.50 with .edu email

  • Everything in Pro Annual
  • One-time purchase
  • Lifetime updates within v1.x
  • Up to 5 devices
  • Priority email support
  • No subscriptions, ever
Join the Waitlist

Built on BYOK philosophy. We sell the engine, not the fuel. Your API key, your data, your machine. No usage caps. No quota games. No telemetry.

Get early access

Be the first to know when Sulix Cite ships. Plus: 25% lifetime discount for early supporters.

No spam. One launch email, plus occasional dev updates. Unsubscribe with one click.

Help shape Sulix Cite

2-minute survey. Your input directly shapes our roadmap.

How many academic papers do you read per month?

Would you pay for a tool that automatically translates academic papers?

What is a fair annual price for Pro features (managed relay, Obsidian export, confidence audit)?

Your responses are anonymous. 3 quick questions.

Frequently asked questions

Do I need to use Zotero?

Zotero is the recommended workflow, but not required. You can drop a PDF directly into Sulix Cite and get the same bilingual output. Zotero just makes it automatic.

Do I need Obsidian?

No. Sulix Cite works fine without Obsidian — you will still get bilingual PDFs in your Zotero attachments. But if you do use Obsidian, that is where the magic multiplies. Your reading becomes a knowledge graph.

Is my data sent to the cloud?

Never to us. Sulix Cite runs entirely on your machine. Your API key talks directly to Anthropic / OpenAI / DeepSeek — we are not in the middle. Your PDFs, your notes, your translations — all local. We literally cannot see them, even if we wanted to.

Which languages are supported?

At launch: English ↔ Chinese (Simplified), with Japanese, Korean, German, Spanish, French in roadmap. Translation quality depends on your chosen LLM — Claude / GPT-4 / DeepSeek all work well for academic text. We are optimizing prompts specifically for academic writing.

Do I need my own API key?

For both Free and Pro tiers — yes, BYOK is the model. Your key, your bill, your control. This is by design: it keeps margins clean and gives you complete data sovereignty. A typical paper costs $0.01–$0.03 using Claude Haiku.

Will it work with my existing PDFs?

Yes. Sulix Cite handles standard academic PDFs (IEEE, ACM, Springer, arXiv, Nature, SAE, etc.). For exotic formats (heavily scanned papers, OCR-only PDFs, non-Latin scripts in body text), results vary — the Pro engine handles these much better than the free fallback.

How is this different from DeepL / Google Translate?

DeepL translates words. Sulix Cite preserves documents. We keep your two-column layouts intact, your LaTeX equations untouched, your figure captions in place, your references linked. Then we deliver both a bilingual PDF and a structured Obsidian note. DeepL gives you a wall of text. We give you something you can read.

Why not just use ChatGPT?

You can — and that is literally what Sulix Cite does under the hood (via your API key). What we add is the pipeline around it: PDF parsing, formula extraction, layout reconstruction, bilingual PDF generation, and Obsidian integration. It is the difference between raw flour and finished bread.

What happens if I stop paying?

Everything you exported stays yours, forever. Your sulix:// links keep working. Your Obsidian notes keep working. Your bilingual PDFs keep working. You only lose access to new Pro features — but you never lose what you have already built. We do not hold your data hostage.

Who builds this?

One person — a CFD engineer turned indie developer, working in the open under Sulix Labs. Built for researchers who are tired of copy-pasting their lives into translation tools. No VC pressure, no growth hacking, no dark patterns. Just a tool that does one thing well.