Search: A New Era

September and October have been too quiet on our side.
It's time for something new, something exciting.
For this session, we are pleased to welcome David Pilato to tell us more about the future of search!

Abstract:

Search is not just traditional TF/IDF any more but the current trend of machine learning and models has opened another dimension for search.

This talk gives an overview of:

• "Classic" search and its limitations
• What is a model and how can you use it
• How to use vector search or hybrid search in Elasticsearch
• Where OpenAI's ChatGPT or similar LLMs come into play to with Elastic

The main demo covers how to generate embeddings from a music and then use the techniques we learned to propose the most probable version of it when we hum a song 🎶🎸🎻.

Our Speaker:

David Pilato is Developer and Evangelist at elastic and French spoken language User Group creator. In his free time, he likes talking about elasticsearch in conferences or in companies (Brown Bag Lunches AKA BBLs.