A gentle introduction to Vector Databases | Zain Hasan | Conf42 Machine Learning 2023

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

[nogueirad]

That was a great explanation about Weaviate and Vector DBs. Very cool technology!! Thanks!!