The fluidity of interaction is important here. Technically you can always go into your shared knowledge base, find the relevant page, manually copy a link and paste it in the conversation. But that creates a lot of friction, and you'd only do this in exceptional situations. Whereas if linking is easy - you'd use it far more liberally.

In the demo below this is achived through providing you with autocomplete experience for concepts from your knowledge base.