All updates

All updates

Semantic recommendations for Drupal

Based on meaningful similarities in the content.

Jelle Glebbeek

Developer

Many Drupal sites still rely on classic keyword-based search solutions for related content. It works, but often misses the essence of the content.

With the latest update from Vragen.ai, we are changing that. The Drupal API Vragen.ai module now supports semantic 'related content' overviews. This automatically displays recommendations under articles based on content relevance. Fully integrated into Drupal, without manual linking.

Instead of looking at keywords, Vragen.ai considers meaning: context-aware and semantic. With this update, vragen.ai is not just a powerful Q&A layer, but a full-fledged AI-driven search solution for Drupal.

What this delivers:

  • Automatically related content based on content

  • Semantic search instead of keyword matching

  • One AI solution for Q&A and content discovery

  • Works with all content that Vragen.ai can index

  • Configurable via the Drupal UI

  • Also available through the Vragen.ai JSON:API

For content editors, this means better recommendations on articles. For Drupal developers, a modern AI integration that feels natural within Drupal.