Turn any PDF into structured study notes
Upload a PDF, research paper, or document and get notes, flashcards, a quiz, and a mind map — powered by Google Gemini. No reading required.
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Exactly what you'll get
Real output from the “Attention Is All You Need” paper — the same format in your workspace.
Attention Is All You Need — Vaswani et al.
This landmark paper introduces the Transformer architecture, eliminating recurrence and convolutions entirely in favour of attention mechanisms. The authors demonstrate state-of-the-art translation quality at a fraction of the training cost of previous sequence-to-sequence models.
Core Contribution
- The Transformer relies solely on self-attention to compute representations of input and output — no recurrent or convolutional layers.
- Multi-head attention allows the model to jointly attend to information from different representation subspaces at different positions.
- Positional encodings inject sequence order information since the architecture is otherwise permutation-invariant.
Key Results
- Achieved 28.4 BLEU on WMT 2014 English-to-German — surpassing all previous models including ensembles.
- Training took 3.5 days on 8 P100 GPUs, significantly cheaper than prior state-of-the-art.
- Generalises to English constituency parsing with minimal task-specific tuning.
Why It Matters
- Foundation for every modern LLM: BERT, GPT, T5, and LLaMA all derive from this architecture.
- Parallelisable training unlocked scaling to billions of parameters — impossible with sequential RNNs.
One upload. Five study assets.
Structured Notes
Section-by-section breakdown with headings, key arguments, and conclusions — exactly how a human expert would read it.
Flashcard Deck
Auto-generated term-definition pairs from every concept in the document. Perfect for exam revision.
Quiz
Multiple-choice questions with explanations grounded in the actual PDF content.
Mind Map
An interactive visual graph showing how every concept in the document connects.
From upload to study-ready in seconds
Upload your PDF
Drop a PDF, DOCX, PPTX, or TXT file up to 50 MB. No login required to try.
Gemini AI reads every page
The full document is processed by Google Gemini — it understands structure, arguments, and context, not just keywords.
Study workspace ready
Notes, flashcards, quiz, and mind map in one clean workspace. Export to PDF whenever you're done.
For anyone who reads long documents
Students
Digest 80-page textbook chapters in minutes, not hours.
Researchers
Extract methodology, findings, and limitations from papers instantly.
Analysts
Turn dense financial reports and whitepapers into actionable bullet points.
Legal & Compliance
Summarise contracts, policies, and regulatory documents without missing key clauses.
Common questions
What file types does it support?
PDF, DOCX, DOC, PPTX, and TXT. Scanned PDFs with readable text also work. Image-only scans (no embedded text) are not currently supported.
How large can the file be?
Up to 50 MB per upload. For very long documents (300+ pages), the AI processes the full text but may group content into broader sections.
Is my document kept private?
Yes. Documents are processed in your private session and never shared. Files are stored securely in Supabase Storage and linked only to your account.
Can it handle academic papers with citations?
Yes — the Research Paper mode is specifically tuned for academic writing. It extracts methodology, findings, limitations, and future work separately.
Can I export the notes as a PDF?
All plans include PDF export. Click the export button in the workspace to download a formatted PDF of your generated notes.
Stop skimming. Start understanding.
Upload your next PDF and get structured notes in under 30 seconds.
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