Shift-Ctrl-F: Semantic Search for the Browser
A Chrome extension leveraging MobileBERT to efficiently search and highlight answers directly on webpages.
About Shift-Ctrl-F: Semantic Search for the Browser
Shift-Ctrl-F is a powerful Chrome extension that utilizes MobileBERT fine-tuned on the SQuAD dataset via TensorFlowJS. It enables users to effortlessly search for answers within webpage content and highlights relevant elements for quick access. Simply enter a natural language query to find precise information on any webpage.
How to Use
Open the extension via the toolbar or press Shift-Ctrl-F. Enter your natural language question into the search bar, then press Enter. The extension processes your query and highlights relevant answers on the webpage.
Features
Highlights relevant webpage elements based on search queries
Supports natural language question answering directly on webpages
Utilizes MobileBERT for fast and efficient processing
Use Cases
Quickly locate specific information within webpage content
Best For
ResearchersStudentsAnyone seeking quick webpage informationContent analystsEducators
Pros
Easily highlights key information for quick review
Open-source and available on GitHub
Enables natural language search on any webpage
Cons
Dependent on MobileBERT's accuracy
Results may vary due to deep learning model biases
Interpreting results can sometimes be challenging
Frequently Asked Questions
Find answers to common questions about Shift-Ctrl-F: Semantic Search for the Browser
What is Shift-Ctrl-F?
Shift-Ctrl-F is a Chrome extension that uses MobileBERT to answer natural language questions and highlight relevant webpage elements.
Where can I access the source code for Shift-Ctrl-F?
The extension is open-source and available on GitHub at https://github.com/model-zoo/shift-ctrl-f.
Are the search results always accurate?
While powerful, deep learning models like MobileBERT may produce unpredictable or biased results. Use your judgment when analyzing answers.
Is this extension compatible with all websites?
It works with most webpages, but performance may vary depending on webpage structure and content.
Does it support multiple languages?
Currently, it primarily supports English queries, but future updates may include multilingual capabilities.