Amazon Prime Video advances search for sports using Amazon OpenSearch Service
Big Data Blog
Amazon Prime Video enhanced its sports search capabilities using Amazon OpenSearch Service, creating a more intuitive search experience for sports content.
- Implemented semantic vector search to match sports events beyond keyword matching
- Used K-nearest neighbor (KNN) search to find relevant sports events based on semantic meaning
- Developed a custom binary relevance classification machine learning model to filter results
- Utilized AWS services including SageMaker, DynamoDB, and OpenSearch Service
- Leveraged Neural Search capabilities to simplify vector embedding generation
The solution significantly improved search result precision, increased customer engagement, and enhanced content discovery for Prime Video Sports users. The innovative approach demonstrates the power of AI and machine learning in creating more intelligent search experiences.
The AWS News Feed is currently looking for gold sponsors. If you want to support the AWS community and reach a large audience of AWS professionals, consider sponsoring the AWS News Feed.
Related articles
2024
2024
2025
2025
The AWS News Feed is currently looking for silver sponsors. If you want to support the AWS community and reach a large audience of AWS professionals, consider sponsoring the AWS News Feed.