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Taskant n Lume

Lume sɣur Digitalhen

"What to read next" — on your machine. Lume embeds pages locally and ranks a live news feed against your recent reading. Embeddings and history stay on device.

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Asiɣzef aɣefisefka

Tuṭṭfiwin n wegdil
Discovery page in Lume
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What it does
Lume is a "what to read next" engine that runs entirely in your browser. As you read articles around the web, Lume notices when you've dwelled on a page (5+ seconds, at least one scroll) and embeds it locally using a small sentence-transformer model (Xenova/all-MiniLM-L6-v2, ~25 MB, int8-quantized).

A live US news feed refreshes hourly behind the scenes — general, technology, business, and science top headlines from major outlets. Lume ranks those stories against what you've been reading recently and surfaces them in two places:
  • An in-page popup that slides in bottom-right after you've dwelled: "Read next: …"
  • A Discovery page (toolbar icon) with a grid of 10 stories matched to your reading, diversified so you don't see ten variations of the same story, each annotated "Because you read X"

What's local vs. remote
- Local: page text capture, embeddings, similarity matching, your reading history, the "muted sites" list. None of this ever leaves your device.
- Remote: a one-time ~25 MB model download from huggingface.co (cached forever); periodic news-feed fetch from a Cloudflare Worker we operate (the news API key stays server-side; no user data is sent in the request).

No analytics. No telemetry. No accounts.
Source code: https://github.com/digitalhen/story-discovery-localai
Iwenniten n uneflay
Open any site, scroll once, wait 5s — popup appears bottom-right. Toolbar icon opens the Discovery grid but you need to open a handful of pages first.
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0.1.0
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5,29 MB
Aleqqem aneggaru
11 დღის წინ (12 მაი 2026)
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