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Text Summarizer

Pull the most important sentences out of any text — articles, emails, meeting notes — using a small AI model running entirely in your browser. Extractive, deterministic, and private.

Your data never leaves your device
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Frequently Asked Questions

  • Is this an "AI rewrite" or a real summary?

    It is an extractive summary. The tool does not rewrite or paraphrase anything — it scores the original sentences by how central they are to the overall meaning and keeps the top N. Nothing is hallucinated; every sentence in the output appears verbatim in the original text.

  • Which model is used?

    MiniLM (Xenova/all-MiniLM-L6-v2), a 22 MB sentence-embedding model. It converts each sentence to a 384-dimension vector; a TextRank-style algorithm then ranks them by mutual similarity. Everything runs in your browser via @huggingface/transformers.

  • Is my text uploaded anywhere?

    No. All processing runs in your browser. Your text never leaves your device.

  • When does it work badly?

    Very short inputs (fewer than 3 sentences) or inputs that are just lists of unrelated items. The tool also works best in English and major European languages; support for other languages depends on the multilingual coverage of MiniLM.