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Shift-Ctrl-F: Semantic Search for the Browser

★3.7
💬84
💲Free

Shift-Ctrl-F is a Chrome extension that enables users to search and highlight answers on webpages using natural language queries. It uses MobileBERT for efficient and accurate semantic search, making it easier to find relevant information quickly.

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Platform
ext
Chrome extensionMobileBERTNatural language processingQuestion answeringSQuADTensorFlowJSWebpage search

What is Shift-Ctrl-F: Semantic Search for the Browser?

Shift-Ctrl-F is a Chrome extension that allows users to search for answers on webpages using natural language queries. It leverages MobileBERT, a lightweight version of BERT, to process and highlight relevant content directly on the page. This tool is ideal for anyone looking to quickly find specific information within a webpage without manually scanning through the content. It solves the problem of inefficient searching by enabling semantic understanding of user questions.

Core Technologies

  • MobileBERT
  • Natural Language Processing
  • TensorFlowJS
  • Question Answering

Key Capabilities

  • Natural language question answering on webpages
  • Highlighting of relevant elements based on search query
  • Efficient processing using MobileBERT

Use Cases

  • Quickly find answers to specific questions within a webpage's content.
  • Improve productivity by reducing manual searching on webpages.
  • Enhance research by identifying key points in long articles or documents.

Core Benefits

  • Enables natural language search on webpages
  • Highlights relevant information for easy identification
  • Open-source and available on GitHub
  • Uses efficient MobileBERT model for fast processing

Key Features

  • Natural language question answering on webpages
  • Highlighting of relevant elements based on search query
  • Uses MobileBERT for efficient processing

How to Use

  1. 1
    Open the extension popup via toolbar or shortcut (Shift-Ctrl-F).
  2. 2
    Type in a natural language query into the search bar.
  3. 3
    Press enter and wait for the model to return results.

Frequently Asked Questions

Q.What is Shift-Ctrl-F?

A.Shift-Ctrl-F is a Chrome extension that uses MobileBERT to search for answers to natural language questions on a webpage and highlight the relevant elements.

Q.Where can I find the source code for Shift-Ctrl-F?

A.The extension is open-sourced and available on GitHub at https://github.com/model-zoo/shift-ctrl-f.

Q.Are the search results always accurate?

A.Deep learning models like BERT can be powerful but may return unpredictable and/or biased results that are tough to interpret. Please apply best judgement when analyzing search results.

Q.Is Shift-Ctrl-F free to use?

A.Yes, Shift-Ctrl-F is completely free to use as a Chrome extension.

Q.What technologies does Shift-Ctrl-F use?

A.Shift-Ctrl-F uses MobileBERT, SQuAD, TensorFlowJS, and Natural Language Processing to enable semantic search on webpages.

Pros & Cons (Reserved)

✓ Pros

  • Enables natural language search on webpages
  • Highlights relevant information for easy identification
  • Open-source and available on GitHub
  • Uses efficient MobileBERT model for fast processing

✗ Cons

  • May return unpredictable or biased results due to the nature of deep learning models
  • Results can be difficult to interpret
  • Relies on the accuracy of the MobileBERT model

Alternatives

No alternatives found.