Exploring Vector Search at Scale with Milvus - Building Billion-Scale Solutions
Watch a conference talk from Haystack EU 2024 where Stephen Batifol, Developer Advocate at Zilliz, delves into the capabilities and architecture of Milvus, an open-source vector database designed for Gen AI solutions. Learn how Milvus addresses the challenge of managing unstructured data, which comprises 80% of global data, through its distributed system built on open-source solutions like MinIO and Kafka. Discover the architectural decisions enabling billion-scale vector collections, explore essential indexing strategies, understand the importance of distributed systems, and examine the optimizations required for large-scale operations. Experience a live demonstration showcasing vector search capabilities at scale. Benefit from Batifol's expertise, drawing from his background as a Machine Learning Engineer at Wolt and Data Scientist at Brevo, as well as his role as a founding member of the MLOps.community Berlin group.