Building an AI companion with persistent memory — Redis + ChromaDB

📦 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