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Summarize articles and YouTube videos with a fully local browser extension

Apogee rebuilds Mozilla's discontinued Orbit summarizer so nothing leaves your machine: it connects to a local Ollama instance (or WebGPU/Transformers.js in the browser) to summarize articles, websites and YouTube videos.

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Source

zxdc7896 on Hacker News · 2026-10-09 · Project link

Written in our own words. Credit to the original author. Link checked 2026-10-16.

What they did

Apogee rebuilds Mozilla's discontinued Orbit summarizer so nothing leaves your machine: it connects to a local Ollama instance (or WebGPU/Transformers.js in the browser) to summarize articles, websites and YouTube videos.

Result (as claimed)

Open source on GitHub; 66 points on Show HN.

Tools they used

Ollama

Cost: Pricing depends on the tools you pick; check each official pricing page.

Set it up

  1. Gather your sources

    Collect the papers, notes, links or files you want to work from in one place.

  2. Load them into the tool

    Open Ollama and add your sources. Keep the original files so you can check claims later.

  3. Ask focused questions

    Ask for summaries, comparisons or connections with citations to the source passages.

  4. Verify and save

    Spot check claims against the sources, then save the output as notes you can reuse.

Copy the full setup prompt

Paste into your agent and it will walk you through the setup, asking before anything that sends, posts or spends.

You are helping me set up this AI use case end to end in Claude Code.

Goal: Summarize articles and YouTube videos with a fully local browser extension
What the original author did: Apogee rebuilds Mozilla's discontinued Orbit summarizer so nothing leaves your machine: it connects to a local Ollama instance (or WebGPU/Transformers.js in the browser) to summarize articles, websites and YouTube videos.
Reported result (as claimed by the author): Open source on GitHub; 66 points on Show HN.
Source: https://news.ycombinator.com/item?id=50017301
Tools they used: Ollama
Category: Research & learning

Please:
1. Ask me 3 short questions about my situation (accounts I have, budget, what I want the output to look like).
2. Propose a step-by-step plan using these tools or cheaper alternatives, with the time and cost of each step. Use official pricing pages; say "check pricing" if unsure.
3. Then do the setup with me one step at a time, waiting for my OK before anything that sends messages, posts publicly, spends money or deletes data.
4. Finish with a checklist to run it again next time.

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