Customer Service Assistant: Using RAG with Image Prompts

In this lesson, we’ll learn how to implement RAG for image prompts with LangChain using Google Gemini models and a knowledge base.

What is image retrieval with RAG?

Image retrieval simply means retrieving relevant text from a large dataset by passing an image as a prompt. Image retrieval with RAG is an approach where the retrieval and generation models are combined to generate the most relevant and accurate responses to image queries. This way, we combine the information retrieval with the power generation models to generate contextually rich responses.