Weaviate Podcast

Stephanie Horbaczewski and Gunjan Bhattarai on Vody - Weaviate Podcast #53!

Jun 22, 2023

56:10

Creator website

AI Chapters

Episode notes

Introduction

3min

Gunjoon's Multimodal Product Embedding

3min

How to Make Open Source Multimodal Models Work in E-Commerce

2min

Custom Text Embedding Models for Multimodal E-Commerce

2min

How to Use Weeviate to Optimize Product Search

3min

The Importance of a Collaborative Filtering Model

2min

The Future of Classification

3min

How to Build a Multi-Model Architecture

2min

How GPT-4 Can Generate Text Based on Visionless Input

6min

10.

The Differences Between Embedding and Generative Models

4min

11.

The Importance of Training Embedding Models

4min

12.

Retrieval and the Future of Attention

6min

13.

The Future of Search

2min

14.

How to Use Embeddings to Personalize Your Home Screen Experience

2min

15.

How to Improve Similarity in Your Recommendations

5min

16.

The Future of Multimodal Models

4min

17.

The Future of Open Source

5min

Chapters 0:00 Introduction 0:38 Founding Story of Vody 8:15 Custom Embedding Models 12:42 Movie Genre Vectors 13:42 Classification and Contrastive Learning 15:45 Foundation Model Tuning 21:13 Multimodal Generative Models 25:08 Training Embedding Models 33:20 Tabular Data Ranking Models 36:00 RoomGPT 41:36 Diversity in Recommendations 48:25 Future Directions in Multimodal AI 51:15 Open-Source 55:45 Keeping up with Vody!