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Browser-based semantic search engine developed

WireByte Staff · July 11, 2026

A developer has created a semantic search engine that runs entirely in the browser, eliminating the need for a server or API. The engine uses a 4 MB lookup table and can be tried on personal hardware. This innovation closes a gap in search functionality, allowing for both keyword and semantic search on static sites.

Key points

  • Developer Bart de Goede created a semantic search engine that runs in the browser, using a 4 MB lookup table.
  • The engine eliminates the need for a server or API, making it suitable for static sites.
  • The innovation closes a gap in search functionality, allowing for both keyword and semantic search.
  • The engine can be tried on personal hardware, making it accessible to a wider audience.

Bart de Goede, a developer, has made a significant breakthrough in search engine technology by creating a semantic search engine that runs entirely in the browser. This innovation eliminates the need for a server or API, making it suitable for static sites.

The engine uses a 4 MB lookup table, which is a significant reduction in size compared to previous semantic search engines that required beefy machines with expensive RAM. This makes it accessible to a wider audience and allows for more efficient use of resources.

The development of this browser-based semantic search engine closes a gap in search functionality, allowing for both keyword and semantic search on static sites. This is a significant improvement over previous search engines that only offered keyword search or required a server or API.

The engine can be tried on personal hardware, making it accessible to a wider audience. This is a significant step forward in search engine technology and has the potential to revolutionize the way we search for information online.

Sources

WireByte Staff — Editorial Team

The WireByte editorial team synthesises technology news from multiple primary sources, verifies the facts, and links every source. Articles are produced with AI assistance and reviewed under our editorial policy.