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This article provides a practical guide on how to vectorize ecommerce product data using AWS Titan, a deep learning-based text embedding model. It covers the steps involved in setting up the AWS environment, preprocessing the data, and applying the Titan model to generate product embeddings that can be used for various applications, such as product recommendations and search.