Vardot

Provides AI-powered features through a set of composable recipes. These recipes follow a modular architecture: the Varbase AI Base recipe installs core AI modules and foundational configurations, while specialized recipes layer on specific AI capabilities such as content generation, image accessibility, and taxonomy management.

Varbase AI Default is the foundation for AI-powered automation in Drupal, providing pre-configured AI settings, modules, and permissions to streamline content creation, accessibility, and site management.

Writes the SEO title and SEO description of blog posts and pages with AI, when content is saved and in bulk over existing content.

Makes a site readable by AI tools. It serves /llms.txt, built from the site name, slogan, main menu and footer menu, and a Markdown version of every content item and taxonomy term, at <path>.md or for a request sent with Accept: text/markdown. The HTML pages are unchanged.

Gives editors a content operations assistant in the Gin admin toolbar. It audits, reports on and updates the site's content (broken links, missing alt text, meta descriptions, stale drafts) with the editor's own permissions, shows every change first, and saves only what the editor approves as a new revision.

Adds scored AI review of any content item for editors, with AI Content Review. An editor opens the Review tab of a content item and runs a review: each criterion comes back with a 0 to 100 score, a pass, warning or fail verdict, an explanation that quotes the content, and suggestions. Reviews are kept as history, with a queue and a records report.

Adds Ask AI to a site: a public question box that answers in plain language with numbered citations and source cards, grounded only in the site's own content.

Adds a visitor chatbot that answers only from the site's own content, links the pages it used, and says so when the site has no answer instead of guessing.

Gives a site a vector index of its own pages, so AI features can find content by meaning rather than by keyword. It is the retrieval layer that the Varbase AI answers and site chatbot recipes build on.

Connects the site to a Milvus vector database for AI Search. Milvus can run locally inside the same DDEV project, or remotely on Zilliz Cloud or a server of your own; the recipe is the same for all three, and only the server, port and token change.