[ActiveContext] Redesign how models are referenced across active context

Context

In order to support self-hosted models, and in general a model selection mechanism that integrates with the model selection strategy of other AI features, we need to redesign how embeddings model information are persisted and referenced in the ActiveContext gem.

  • Proposal thread: &20110 (comment 3056711151)
  • POC: Draft: POC: ActiveContext model selection redesign (!222017 - closed)
Edited Feb 17, 2026 by Pam Artiaga
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