Text Summarizer AI

Summarise any text in seconds

Paste an article, research paper, chapter, or any block of text — and get a concise, accurate summary. Adjustable length. 40+ languages. Powered by Google Gemini.

No credit card required · 15 free credits/month

50KWords per request
10 secTo first summary
3Summary lengths
40+Languages
Live output preview

Exactly what you'll get

Real summary of the “Attention Is All You Need” paper — accurate, structured, and scannable.

SummaryNotesFlashcardsQuiz
Length:
CONCISE SUMMARY

The Attention Is All You Need Paper — Summary

The Transformer architecture eliminates recurrence entirely in favour of a self-attention mechanism, achieving state-of-the-art results on machine translation tasks while training significantly faster than RNN-based models.

Core Innovation

  • Self-attention allows every position in a sequence to attend to every other position in O(1) sequential operations — compared to O(n) for RNNs.
  • Multi-head attention runs h parallel attention functions, enabling the model to jointly represent information from different representation subspaces.
  • Positional encodings (sine/cosine functions) inject token order without recurrence or convolutions.

Results

  • Achieves 28.4 BLEU on WMT 2014 English-to-German, outperforming all previous single models including ensembles.
  • Training cost: 3.5 days on 8 P100 GPUs — a fraction of prior state-of-the-art training budgets.

Key Takeaway

Attention alone is sufficient for sequence-to-sequence modelling. Recurrence is not required.

Everything included

A summariser that actually thinks

Not keyword extraction. Not frequency scoring. Gemini reads and understands your text before it writes a single word of summary.

Adjustable length

Choose brief (3 bullets), standard (1–2 paragraphs), or detailed (full breakdown). One click to change after generation.

Key takeaways

The most important points, extracted and listed separately. Great for skimming before deciding whether to read fully.

40+ languages

Summarise text in the original language or translate the summary to English. Auto-detected — no manual selection needed.

Notes + flashcards

Turn any text into structured study notes or a flashcard deck in one click — not just a summary.

How it works

Paste. Summarise. Done.

01

Paste your text

Paste any text — an article, a research paper, a chapter, meeting notes, or a block of copy. Up to 50,000 words at once.

02

AI compresses it

Google Gemini reads the full text, identifies the core argument, supporting points, and key details — then writes a concise summary.

03

Read, adjust, or export

Switch between summary lengths, export to PDF, or extend the summary into full study notes and flashcards.

Who it's for

Built for anyone who reads too much

📖

Students

Summarise dense reading assignments, textbook chapters, and academic papers without losing key arguments.

📰

News readers

Get the core facts from long articles and reports in 10 seconds instead of 10 minutes.

💼

Professionals

Distil long emails, meeting transcripts, and industry reports into clear bullet-point summaries.

🔬

Researchers

Abstract any paper to its core claims before deciding whether to read it fully.

Works in 40+ languages

Paste text in any language — Notelify auto-detects it and summarises in the same language, or translates to English with one click.

FAQ

Common questions

How much text can I summarise at once?

Up to 50,000 words in a single request — roughly a 200-page book. For longer content, use the PDF or document upload instead.

Does it preserve the meaning accurately?

Yes. Notelify uses Google Gemini, which understands context and argument structure — not just frequency. The summary stays true to the source and won't hallucinate claims that weren't in the text.

Can I summarise text in languages other than English?

Yes — 40+ languages. Paste text in Spanish, Hindi, French, German, Chinese, Arabic, Portuguese, Japanese, or dozens more. The summary is generated in the same language by default.

Can I change the summary length after it's generated?

Yes — switch between Brief, Standard, and Detailed in the workspace. Each regenerates without using an extra credit.

Does it work on technical content like research papers?

Very well. Gemini handles domain-specific vocabulary, equations, and citation-dense writing. Technical terms are preserved, not replaced with generic language.

Read less. Understand more.

Stop spending hours on content that could be digested in seconds. Notelify turns any text into a clear, accurate summary — instantly.

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