Milvus 3.0 解决了数据孤岛和 schema 演进等痛点，做 RAG 或向量搜索的团队值得关注这次架构升级的细节。
Milvus 3.0 是该项目自启动以来最重要的架构更新，引入了数据湖原生向量索引和查询能力，突破了传统 top-K 搜索限制。核心维护者 Li Liu 和 Jiang Chen 将在 6 月 8 日的网络研讨会上详解设计决策、新特性以及如何驱动 Zilliz Vector Lakebase。研讨会包含 15-20 分钟 AMA 环节，适合构建 RAG、多模态搜索、推荐系统和 AI 智能体记忆的开发者。无法参加直播可注册获取回放。
𝗪𝗲𝗯𝗶𝗻𝗮𝗿 𝗥𝗲𝗺𝗶𝗻𝗱𝗲𝗿 | 𝗪𝗵𝗮𝘁’𝘀 𝗡𝗲𝘄 𝗶𝗻 𝗠𝗶𝗹𝘃𝘂𝘀 𝟯.𝟬: 𝗟𝗶𝘃𝗲 ...
𝗪𝗲𝗯𝗶𝗻𝗮𝗿 𝗥𝗲𝗺𝗶𝗻𝗱𝗲𝗿 | 𝗪𝗵𝗮𝘁’𝘀 𝗡𝗲𝘄 𝗶𝗻 𝗠𝗶𝗹𝘃𝘂𝘀 𝟯.𝟬: 𝗟𝗶𝘃𝗲 𝗪𝗮𝗹𝗸𝘁𝗵𝗿𝗼𝘂𝗴𝗵 & 𝗔𝗠𝗔, 𝗵𝗮𝗽𝗽𝗲𝗻𝗶𝗻𝗴 𝗻𝗲𝘅𝘁 𝗠𝗼𝗻𝗱𝗮𝘆 Milvus 3.0 marks one of the most important architectural updates since the project began. If you’re using Milvus to build RAG, multimodal search, recommendation systems, and AI agent memory, or if you’re dealing with data silos, top-K limits, schema evolution, and hybrid search pipelines, this webinar is for you. Core Milvus maintainers Li Liu and Jiang Chen will walk you through the key design decisions behind Milvus 3.0 and why they matter for your stack. We’ll also set aside 15–20 minutes for an AMA, so you can ask your questions directly. Can’t join live? Register now and we’ll send you the recording and demo after the session. Milvus @milvusio 🌐 𝗪𝗲𝗯𝗶𝗻𝗮𝗿 | 𝗪𝗵𝗮𝘁’𝘀 𝗡𝗲𝘄 𝗶𝗻 𝗠𝗶𝗹𝘃𝘂𝘀 𝟯.𝟬: 𝗟𝗶𝘃𝗲 𝗪𝗮𝗹𝗸𝘁𝗵𝗿𝗼𝘂𝗴𝗵 & 𝗔𝗠𝗔, 𝗝𝘂𝗻𝗲 𝟴 𝗼𝗻𝗹𝗶𝗻𝗲 Milvus 3.0 beta is the biggest architectural upgrade since the project began. It brings native support for indexing and querying vectors directly on your data lake, along with a query engine that goes beyond top-K search. In this live session, core maintainers Li Liu and Jiang Chen will walk through what shipped, the design choices behind it, and how Milvus 3.0 powers 𝗭𝗶𝗹𝗹𝗶𝘇 𝗩𝗲𝗰𝘁𝗼𝗿 𝗟𝗮𝗸𝗲𝗯𝗮𝘀𝗲. 🎤 𝗧𝗼𝗽𝗶𝗰𝘀 • What changed in Milvus 3.0 beta • Why data lake-native vector search matters • What’s in beta now and what’s coming in GA • How Milvus 3.0 powers Zilliz Vector Lakebase • 15–20 zilliz.com/event/whats-ne… maintainers 📅 𝗝𝘂𝗻𝗲 𝟴, 𝟮𝟬𝟮𝟲, 𝟰:𝟬𝟬 𝗽𝗺 𝗣𝗗𝗧 🔗 Register here: https://t.co/ccpclyAQa8 Bring your questions about migration, performance, arc #Milvus r #VectorDatabase e #Zilliz ’d like to ask the maintainers. Looking forward to the conversation! #Milvus #VectorDatabase #Zilliz 🔗 View Quoted Tweet 💬 0 🔄 0 ❤️ 0 👀 27 ⚡