阿里云把向量搜索和 SQL 过滤合进一条 SQL，不用搬数据，速度还比开源 Spark 快3倍，做大规模离线嵌入和去重非常实用。
阿里云推出 EMR Serverless Spark 的混合标量-向量检索功能，可将向量搜索与 SQL 过滤合并为单个查询。该方案支持零数据移动，直接在数据湖中运行，速度比开源 Spark 快 3 倍，并能在数十亿行规模上扩展。适用于离线嵌入、去重等场景。
Still juggling vector search in one system and SQL…
Still juggling vector search in one system and SQL filters in another?
Meet the future: Hybrid scalar-vector retrieval in a single SQL query — now live on Alibaba Cloud EMR Serverless Spark.
Why it matters: ✅ Zero data movement — run everything in your data lake ✅ 3x faster than open-source Spark ✅ Scales to billions of rows — perfect for offline embedding, dedup, and more
👉 See how it works: https://t.co/J9RjNRLN5t 🔗 Try EMR Serverless StarRocks：https://t.co/eacS8YLF8n
#VectorSearch #DataEngineering #Spark #AIInfrastructure #Multimodal #AlibabaCloud #EMR #Serverless #LLM #AutonomousDriving #TechInnovation