GoDaddy's team DEEP recently published a blog post with the AWS Generative AI Innovation Center team to detail how 8 million customer products were categorized and mapped to GoDaddy taxonomy of product category and sub-category using the power of LLMs. The solution has extensively used generative AI with a goal of providing personalized business insights to millions of GoDaddy customers.
The post gives an overview of the solution that uses batch processing capabilities of AWS Bedrock using Meta Llama2 and Anthropic Claude models, together with AWS Lambda for orchestration of these models. It further provides a detailed insight on prompt engineering, explaining how to skillfully tweak the prompts to generate the best results in desired format that is easy to parse. Read the post here: https://aws.amazon.com/blogs/machine-learning/how-godaddy-built-a-category-generation-system-at-scale-with-batch-inference-for-amazon-bedrock/
