Skip to main content

One post tagged with "Custom Embedder"

Building custom embedding models to integrate AI search with non-standard LLMs. Covers how to override default LlamaIndex embedders, integrate AWS Titan Multimodal, and use alternative AI-powered embedding models.

View All Tags

How to build a custom embedder in LlamaIndex: AWS Titan Multimodal example

· 14 min read
Norah Sakal
Norah Sakal
AI Consultant & Developer

How to build a custom embedder in LlamaIndex: AWS Titan Multimodal example

LlamaIndex makes it easy to build AI-powered search, but if you're working with multimodal embeddings (text + images), like the AWS Titan multimodal model, you'll notice it's not natively supported.

For e-commerce search, I need embeddings that capture both product descriptions and images to generate more accurate search results.

This guide will show you how to override LlamaIndex's default embedder to use AWS Titan Multimodal.