Drupal AI Modules: What They Do and What They Cost to Run

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Drupal AI is now a single coordinated project built on an abstraction layer that lets sites route chat, embeddings, translation and image tasks to any configured provider or to self-hosted models. The AI module has 17,818 reported sites and stable releases covered by the Drupal Security Team, while a 1.5.0 release candidate is also available. Narrow features such as alt text, translation and editorial assistance are production ready and inexpensive to run, whereas semantic search and agents remain alpha or immature and require substantial engineering. Switching providers is a configuration change, though prompts often need retesting because they perform differently across models. The article argues that the practical question for businesses is which features to enable and what their ongoing operating costs will be.

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