Private AI Summarizer

Free private AI summarizer that runs in your browser. Paste any text — article, contract, meeting notes — and get a summary from a local AI model. Unlike ChatGPT or cloud tools, your text never leaves your device.

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Summarize Text With AI That Runs Locally

Paste an article, contract, report, or any long passage and get a concise summary — a TL;DR or a set of bullet points — generated by a language model running entirely in your browser. Unlike cloud summarizers, the text you paste is never uploaded.

Why Local Summarizing Matters

Most online summarizers send your content to a server, which is a problem when the text is confidential: legal agreements, medical notes, internal docs, or unpublished writing. Here the model runs on your own device via WebGPU, so:

  • Nothing you paste leaves your machine.
  • There's no account, no API key, and no per-use cost.
  • It keeps working offline once the model is cached.

How It Works

The model reads your text and produces a condensed version that preserves the main points while dropping filler. You typically choose the format — a short TL;DR for a quick gist, or bullet points when you want the key claims broken out. Good summaries are best for skimming long material, capturing meeting notes, or pulling the essential terms out of a dense document.

Nuance and Limits

  • Length — very long inputs may exceed the model's context window; splitting a huge document into sections and summarizing each is more reliable.
  • Faithfulness — like any LLM, a local model can occasionally smooth over or misstate a detail, so verify anything critical against the source.
  • Model size — smaller browser models are fast but less nuanced than frontier cloud models; they're well suited to straightforward summarization.

When to Use It

Reach for it whenever privacy rules out a cloud tool, or when you just want a fast, free summary without signing up. To gauge whether a larger, more capable model will fit on your hardware, see What LLM Can I Run?.

AI Summarization Without the Privacy Cost

Every mainstream AI summarizer — ChatGPT, Claude, the "summarize" button in your favorite app — works the same way: your text is uploaded to a server, processed by a large model, and the result is sent back. For most content that is fine. For confidential content, it is a problem: an NDA-bound contract, an internal incident report, unreleased product material, or anything covered by HIPAA or attorney-client privilege should not be uploaded to a third-party AI.

This tool takes a different path. It runs a small but capable language model directly in your browser using WebGPU. Your text is summarized on your own hardware and never transmitted. The first time you use it, the browser downloads the model (cached for next time); after that it works even offline.

The honest tradeoff is capability. In-browser models have a few billion parameters versus the hundreds of billions behind frontier cloud models, so summaries are solid rather than spectacular, and they work best on text up to a few pages. For routine summarization where privacy matters more than the last 10% of polish, that is an excellent trade. When you need maximum quality on non-sensitive text, a cloud model still wins — this tool exists for everything you cannot or should not send to the cloud.

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Frequently Asked Questions

Does my text really stay private?+

Yes. The AI model runs entirely in your browser using WebGPU — the same technology games use for graphics. Your text is processed locally and never uploaded, not to us and not to any AI provider. This is fundamentally different from ChatGPT, Claude, or any cloud summarizer, all of which send your text to a server. You can confirm it by loading the tool, going offline, and summarizing — it still works once the model is downloaded.

How good are the summaries compared to ChatGPT?+

Honest answer: good, not frontier-level. The tool runs small models (1-3 billion parameters) that fit in a browser, versus the hundreds of billions behind ChatGPT or Claude. For straightforward summarization — condensing an article, pulling key points from notes — small models do well. For nuanced analysis of complex or technical documents, a cloud model will be better. The tradeoff you are buying is privacy: nothing leaves your device.

What do I need to run it?+

A browser with WebGPU support — Chrome, Edge, or Safari 18+ (Firefox support is in progress) — and a reasonably modern computer. The first time you summarize, the tool downloads a small model (a few hundred MB to ~1 GB) which your browser caches, so subsequent runs are instant. On older or low-powered machines the model runs slowly; our LLM GPU Benchmark tool can tell you how well your hardware handles local models.

How long can the text be?+

Best results come from text up to a few pages (a few thousand words). Small in-browser models have limited context windows, so very long documents may be truncated or lose coherence. For long material, summarize it in sections and then summarize the summaries. The tool shows a word count so you can gauge length.

Why would I use this instead of a cloud AI?+

Privacy and control. If you are summarizing something confidential — a contract under NDA, an internal incident report, medical or legal text, unreleased material — sending it to a cloud AI may violate policy, regulation, or confidentiality. This tool lets you get an AI summary without that exposure. It also works offline once the model is cached, and there is no signup, no API key, and no per-use cost.

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This tool is provided for informational and educational purposes only. All processing happens in your browser — no data is sent to or stored on our servers. While we strive for accuracy, we make no warranties about the completeness or reliability of results.