2025 Evolution Episode 14: Multimodal Image RAG Knowledge Retrieval

QYTANG EVOLUTION · 2025 · Artificial Intelligence

2025 Evolution Episode 14: Multimodal Image RAG Knowledge Retrieval

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COURSE INTRODUCTION

Course Introduction

This episode develops a multimodal RAG approach for images and text, focusing on Cohere Embed 4's unified embedding space, long context, Matryoshka dimensions, multilingual support, and enterprise deployment. It shows how visual content can be indexed for cross-modal semantic retrieval and question answering.

Total video duration: 16 min 26 sec.

Companion Git repository: https://github.com/cohere-ai/cohere-developer-experience.

COURSE RECORDINGS

Course Video

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