Zilliz 将在日本 MLOps 社区线上分享生产级检索系统架构
Milvus 背后公司的架构师 10 月 22 日开讲，用 Milvus 实例讲检索系统怎么扛住数据、模型、需求变化，做 RAG 的可以去看。
Zilliz 创始解决方案架构师 Yulan Yan 将于 10 月 22 日 19:00 JST 在第 69 期 MLOps/LLMOps/AgentOps Study Session 上演讲，主题为设计可应对变化的生产级检索系统。演讲覆盖从 ETL、embedding 管道到 serving、评估和可观测性的完整检索生命周期。内容基于 Milvus 和 Zilliz Cloud 的实例，讲解让检索基础设施适应生产需求变化的架构模式。活动由日本 MLOps 社区主办，线上进行并设 Q&A 环节。
🎙️ Join our Founding Solutions Architect, 𝗬𝘂𝗹𝗮𝗻 𝗬𝗮𝗻, online on 𝟮𝟮 𝗢𝗰𝘁𝗼𝗯𝗲𝗿 for the 𝟲𝟵𝘁𝗵 𝗠𝗟𝗢𝗽𝘀/𝗟𝗟𝗠𝗢𝗽𝘀/𝗔𝗴𝗲𝗻𝘁𝗢𝗽𝘀 𝗦𝘁𝘂𝗱𝘆 𝗦𝗲𝘀𝘀𝗶𝗼𝗻! With Milvus and Zilliz Cloud examples, Yulan will share architecture patterns for keeping production retrieval systems adaptable as data, models, and requirements change—from ETL and embeddings to serving, evaluation, and observability. 💬 Have a retrieval challenge to discuss? Take it to the Q mlops.connpass.com/event/408179/ save your place for 𝟭𝟵:𝟬𝟬 𝗝𝗦𝗧: https://t.co/33EEOMLkOZ Zilliz @zilliz_universe 🇯🇵 𝗗𝗶𝘀𝗰𝗼𝘃𝗲𝗿 𝗵𝗼𝘄 𝘁𝗼 𝗯𝘂𝗶𝗹𝗱 𝗿𝗲𝘁𝗿𝗶𝗲𝘃𝗮𝗹 𝘀𝘆𝘀𝘁𝗲𝗺𝘀 𝘁𝗵𝗮𝘁 𝗲𝘃𝗼𝗹𝘃𝗲—𝗼𝗻𝗹𝗶𝗻𝗲 𝗼𝗻 𝟮𝟮 𝗢𝗰𝘁𝗼𝗯𝗲𝗿! Zilliz’s Founding Solutions Architect Yulan Yan will speak at the 𝟲𝟵𝘁𝗵 𝗠𝗟𝗢𝗽𝘀/𝗟𝗟𝗠𝗢𝗽𝘀/𝗔𝗴𝗲𝗻𝘁𝗢𝗽𝘀 𝗦𝘁𝘂𝗱𝘆 𝗦𝗲𝘀𝘀𝗶𝗼𝗻, hosted by Japan’s MLOps community. She’ll discuss how to design production retrieval systems that can evolve as data, models, and use cases grow. Her session, “Designing and Operating Production Retrieval Systems That Withstand Change,” covers the retrieval lifecycle, from ETL and embedding pipelines to serving, evaluation, and observability. Drawing on Milvus and Zilliz Cloud examples, she’ll explain architecture patterns that help retrieval infrastructure adapt to changing production requirements. The session includes a Q&A for your questions about retrieval design and operations. 📅 𝗧𝗵𝘂𝗿𝘀𝗱𝗮𝘆, 𝟮𝟮 𝗢𝗰𝘁𝗼𝗯𝗲𝗿 𝟮𝟬𝟮𝟲 · 𝗢𝗻𝗹𝗶𝗻𝗲 𝗳𝗿𝗼𝗺 𝟭𝟵:𝟬𝟬 𝗝𝗦𝗧 💡 Working on retrieval beyond the mlops.connpass.com/event/408179/ line session offers a chance to learn from practical architecture examples. Register early and reserve your place: https://t.co/QjU1GAsyjS 🔗 View Quoted Tweet 💬 0 🔄 1 ❤️ 1 👀 138 ⚡