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A human-in-the-loop Web Agent that never makes the same mistake twice. MemBrowser combines VLM, DOM stripping, and multi-modal memory to turn brittle AI interactions into robust, zero-cost RPA workflows.一个“教一次就会”的混合架构 Web Agent。结合人类示教(Human-in-the-loop)与多模态记忆网络,彻底解决大模型浏览器自动化的幻觉与高昂成本。