用SQLite FTS5与向量搜索为Claude赋予全浏览记忆，精准降级设计确保鲁棒性。
Claude can read my files, my terminal, even my screen. But it had no idea what I read in my browser yesterday. That gap bugged me enough to build Brav…
不触碰AI内部结构，用Memory Sidecar三层架构给智能体添上持久记忆，版本3.1.1稳定可靠。
As someone who runs multiple AI agents for day-to-day tasks, I kept hitting the same wall: every new conversation was a total memory wipe. I'd ask my …
多轮对话中记忆架构如何影响Text-to-SQL性能？基准与实证研究揭示关键设计差异。
arXiv:2605.26394v1 Announce Type: new Abstract: Multi-turn Text-to-SQL is central to enterprise analytics yet remains predominantly evaluated in singl…