This reference architecture diagram demonstrates how to leverage AWS services like AWS Glue, Amazon Bedrock, Amazon OpenSearch Service, vector embedding, K-means clustering, and LLMs to identify top trending search queries for optimizing content strategy, improving user experience, and potentially increasing revenue.