model-zoo/shift-ctrl-f
🔎 Search the information available on a webpage using natural language instead of an exact string match. observed · 2026-08-28
Health v2 · maintenance only
10/100
- Activity 0
- Release rhythm 35
- Longevity 100
Flags: no_releases archived
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 2212
- days_rel: n/a
- days_push: 2192
- n_releases_24m: 0
Adoption not part of the score
1100 stars · 41 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
A Chrome extension that lets users search a webpage using natural language questions instead of exact string matching. It runs a MobileBERT question-answering model fine-tuned on SQuAD via TensorFlowJS and highlights relevant elements on the page.
Use cases
- search a webpage with a natural language question
- find information on a page without exact string match
- semantic in-page search in the browser
- ask questions about page content like Ctrl-F but smarter
- highlight answers to a question on a webpage
When to choose
- you want to find answers on a page phrased differently from the text
- you prefer a browser extension over installing separate tools
- you want fully client-side BERT inference via TensorFlowJS
When to avoid
- you need exact string matching or regex search
- you need fast, low-latency search on very large pages
- you need a production-grade, actively maintained tool - it is an experiment last released in 2020
Facets
plugin · maturity experimental
search-engine nlp machine-learning browser-extensions browser browser-extension semantic-search bert tensorflowjs question-answering chrome-extension in-page-search natural-language-processing search javascript
2 sources
- readme: https://github.com/model-zoo/shift-ctrl-f · fetched 2026-08-28 · ba1d9553adc1
- homepage: https://modelzoo.dev · fetched 2026-08-29 · 0d0dacce01c8
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| model-zoo/shift-ctrl-f | main | 10 |
For agents
markdown · JSON · MCP: product_card(name="model-zoo/shift-ctrl-f")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem