Beginner's Guide to Vector Databases

Lecture I gave on 4.3.2024, hosted by SingleStore. Download slides: https://by-hand.ai/lec/vecdb 00:00 Roadmap 00:39 Database 04:27 Vector 07:05 Retrieval 15:55 Dot Product 19:40 Word Embedding 25:56 Sentence Embedding 34:29 Search 38:09 Transformer