Vector Databases Explained: Why Your SQL Database Can't Handle AI

We explore the fundamental shift in data storage driven by the Generative AI revolution. From traditional relational databases to high-dimensional vector search, we break down why modern AI applications require an entirely different approach to information retrieval. CHAPTERS: 0:00 The Semantic Search Paradox 0:31 The Relational Bottleneck 1:05 Definition 1:42 Math Equation 2:17 HNSW: Hierarchical Navigable Small Worlds 2:55 SQL vs. Vector Databases 3:30 Key Insight 3:57 Recap: The Vector Shift 📚 Free Study Materials & Resources: 1. Pinecone Learning Center: https://www.pinecone.io/learn/ 2. Milvus Documentation: https://milvus.io/docs/ 3. An Introduction to Vector Databases - O'Reilly: https://www.oreilly.com/library/view/... Follow for more deep-dives into software architecture and tech.