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    <title>VLM on My AI Research Blog</title>
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      <title>实用多模态应用开发：模型选型与服务编排</title>
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      <description>本文探讨企业级多模态应用的核心需求，并结合我的项目经验，剖析如何通过微服务编排、合理模型选型和技术管线设计，实现复杂多模态任务，同时兼顾性能与成本。</description>
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