Lossless为OpenClaw引入了一个实现“无限”上下文窗口或记忆的有趣概念。其核心机制是将对话内容压缩成可引用的数据块,并构建树状结构以检索历史信息。最新发布的lossless-claw 0.10.0版本旨在确保长对话的持久性,关键改进包括:采用全局压缩替代增量压缩以减少缓存抖动,保护高频提示缓存,修复启动与重启时的转录异常,并简化了新安装的配置流程。
Lossless is a really interesting concept for OpenClaw to have an "infinite" context window/memory. It compacts conversations in blocks that the model can refer to, building a tree to look up past messages.