Open-source AI agent with brain-inspired long-term memory. Three-path fusion retrieval + hierarchical bubble compaction + surprise detection. Self-hosted, mobile-first PWA.

Bubble Agent OS

An AI assistant that actually remembers.

Every conversation, every imported spreadsheet, every piece of knowledge becomes a "bubble" that links, compresses, and evolves — so the AI understands you better over time.

一个真正有记忆的 AI 助手。

每次对话、每份导入的数据都会变成一个个"泡泡"，通过关联、压缩、演化，让 AI 越来越懂你。

Why Bubble? / 为什么是泡泡？

Most AI chatbots are goldfish — they forget everything after each conversation. RAG helps, but it's just basic vector search. Bubble Agent OS takes a fundamentally different approach inspired by how human memory actually works.

大多数 AI 聊天机器人都是"金鱼记忆"——每次对话后什么都忘了。RAG 有所帮助，但本质上只是向量检索。泡泡 Agent OS 从人类记忆的工作方式出发，采用了截然不同的方法。

Bubble Theory / 泡泡理论: Every piece of information is a small bubble. Related bubbles naturally cluster together into larger bubbles. Over time, atomic facts compress into concepts, and concepts compress into user portraits — progressively approximating a true understanding of you.

每一条信息都是一个小泡泡。相关的泡泡自然聚合成更大的泡泡。随着时间推移，原子事实被压缩为概念，概念被压缩为用户画像——逐步逼近对你的真正理解。

Bubble Agent vs Traditional RAG