What is semantic search and why do you need it?? We are going to go through how to setup semantic search in OpenSearch and why you may want to use it.
Create an OpenSearch docker compose file: https://gist.github.com/dtaivpp/c587d99a2cab441eba0314534ae87c86
Workbook I used: https://gist.github.com/dtaivpp/d7e8d8a3ee5debaf896ed2f45b915ad3
Jo Kristian's blog on ColBERT's attribution feature: https://blog.vespa.ai/announcing-colbert-embedder-in-vespa/
Also, if you or your company wants to get upskilled in vector search I do consulting! https://tippybits.com/services
0:00 Intro
0:22 Lexical search
2:27 How semantic search works
8:01 Starting OpenSearch
11:20 Code + logging in
12:17 Building semantic search into OpenSearch
27:07 Why wouldn't you use semantic search?