We want to make our product documentation available to our Kibana AI assistants, so that they can retrieve and utilize this knowledge when performing their tasks, greatly improving their performances in scenarios where they need to retrieve knowledge about our products to answer specific questions.

We plan to install these resources via a Fleet integration, since this is a well-tested model for distributing assets, even in air-gapped environments.

Once installed, this feature will be exposed to solution teams via an LLM task exposed from the inference plugin. This approach allows the AppEx teams to keep the internals (how we retrieve the doc, where it’s stored and so on) an implementation detail in case we need to change it later (e.g. if we want the feature as a global external service at some point).