The Data Exchange with Ben Lorica

The Future of Vector Databases and the Rise of Instant Updates

Jun 15, 2023

48:17

AI Chapters

Episode notes

Introduction

4min

The Evolution of Nearest Neighbor Clustering

2min

The Gap Between Real Time Analytics and Vector Search

2min

The Importance of Vectors in Real Time Analytics

4min

How Far Should the API Go in a Vector Database?

2min

The Importance of Scaling Your Data

2min

Why Open Source Is Better Than Managed?

2min

How to Use Vector Search to Find Your Nearest Neighbors

2min

The Importance of Vector Search and Analytics

2min

10.

Roxy's Metadata Filtering for Vector Databases

2min

11.

The Hard Problem With Vector Search

2min

12.

Rock CB: The Storage Plane for Rock Set

2min

13.

The Importance of Data Latency in Vector Search

2min

14.

The Importance of Incremental Update and Scale in Vector Search

2min

15.

The Core Value of Real-Time Analytics

2min

16.

The Future of Databases

2min

17.

The Difference Between Vector Search and Vector Databases

2min

18.

The Pros and Cons of Hybrid Search

2min

19.

How to Revise a Reference Architecture for Streaming

2min

20.

Vector Search and Embeddings: The Future of Data Management

2min

21.

The Future of Semantic Search

2min

22.

The Future of Chat GPT

2min

23.

The Future of AI and Machine Learning

2min

Louis Brandy is VP of Engineering at Rockset, the real-time search and analytics database startup formed by the creators of the popular open source project, RocksDB.

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Detailed show notes can be found on The Data Exchange web site.