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svpino 推介开源工具 XERJ Corpus Hub,它可作为代理的"参考记忆"引擎接入任意 AI 模型,通过本地索引的代码、文档与安全知识库进行检索,让代理无需再训练即可提升表现。
A tweet highlights an article arguing that vector indexing alone is insufficient; companies need a unified context layer combining data, relationships, memory, and tools for AI agents to act effectively.