====== Memory ======

[[stories|Stories]] utilize advanced memory systems to ensure a rich, immersive roleplaying experience, maintaining long-term context and dynamically adapting to [[players|Player]] interactions.

==== Long-Term Memory & Journaling ====
  * **Rolling Summarization** – Your story is intelligently summarized over time, keeping long campaigns in context.
  * **Automated & Manual Journal Entries** – Players can review past events with AI-co-authored notes attached to characters and locations, acting as contextual long-term memory.

==== Dynamic Context Management ====
Stories support **hundreds of characters**, using tailored algorithms to dynamically manage context for immersive roleplay:
  * **Point Clustering & Importance Hierarchy** – Prioritizes characters and locations that need to remain in context.
  * **RAG (Retrieval-Augmented Generation) Matching** – Context dynamically updates to match Player needs.
  * **Manual Context Tagging** – Use **@ for [[npcs|NPCs]] and [[create:areas|locations]], $ for [[items|items]], and other tags** in chat to manually add elements to the active context.  

This system ensures that even expansive, long-term adventures remain coherent and responsive to Player choices.