Fact Extraction & Tools
Umwelten no longer exposes automatic chat memory as a public chat mode. Interaction always uses the base runner.
For knowledge workflows, use the explicit memory helper APIs from packages/core/src/memory/:
extractFacts(interaction, modelDetails)extracts structured facts from anInteraction.determineOperations(modelDetails, facts, existingMemories)proposes ADD/UPDATE/NONE operations for a caller-managed store.
Tool usage remains configured through Stimulus.tools and CLI --tools options where available.