Read the abstract ➤ https://www.conf42.com/Machine_Learning_2023_Zain_Hasan_vector_databases Other sessions at this event ➤ https://www.conf42.com/ml2023 Join Discord ➤ https://discord.gg/DnyHgrC7jC Chapters 0:00 intro 0:22 preface 1:00 about zain 1:42 from keyword search to semantic search 4:31 process, understand and search through unstructured data... 5:01 ...in a scalable and secure way 5:20 use ml to understand the context 5:57 machine learning models 9:14 vector representations 10:54 vector databases 17:16 weaviate: an open-source vector db 18:01 a vector search pipeline 19:40 weaviate is modular: flexible search pipelines 21:17 using vector search to provide llms context 25:12 demo 43:49 reach out