📦 Full runnable example: github.com/sm1ck/honeychat/tree/main/tutorial/01-memory — clone, docker compose up, chat with the demo bot on Telegram. Every code snippet below is pulled from that repo. Most AI chatbots still struggle with reliable, queryable long-term recall. Character.AI has pinned and chat memories, but unpinned details can still fall out of the active conversation context. Replika