MLOps Weekly Podcast

MLOps Week 10: Vector Embeddings and AI-First Databases with Bob van Lujit

Aug 30, 2022

32:18

Creator website

AI Chapters

Episode notes

Introduction

4min

The Magic of Embeddings

4min

The Power of Embeddings

4min

The Future of Machine Learning Is Multi-Modal Embeddings

2min

How to Learn About Embeddings

2min

How to Build a Music Recommendation Tool

3min

The Differences Between a Vector and an A&N Database

2min

The Future of Databases

2min

How to Use a Database to Add Value to a Project

3min

10.

The Future of Everything's Will Be ML First

3min

11.

The Four Sections of the AI First Database Ecosystem

4min

This week on the MLOps weekly podcast, Simba spoke with Bob van Lujit, CEO and Co-Founder of SeMi Technologies, creators of the open-source vector database, Weaviate. They discuss the power of embeddings in machine learning and the infrastructure needed to utilize them properly in production.

Bob's Bio: Bob is the CEO and co-founder of SeMI Technologies, the business created around the open-source vector search engine Weaviate. He is a frequent speaker on open-source, digital technology, software business, and business philosophy. In addition to a TEDx talk, Bob has spoken worldwide at 100s of events on open source, business strategy, and start-ups.