
Integrate Amazon DocumentDB with Amazon OpenSearch Service using AWS Lambda to enable fuzzy full-text search, semantic search, and synonym search on JSON document data stored in DocumentDB.


<div><p>This article demonstrates integrating Amazon DocumentDB with Amazon OpenSearch Service using AWS Lambda to enable advanced search capabilities on JSON document data.</p><ul><li>Use Lambda with DocumentDB change streams to replicate data to OpenSearch Service</li><li>Perform full-text search, fuzzy search, and synonym-based queries on product reviews</li><li>Deploy infrastructure via CloudFormation including DocumentDB cluster, OpenSearch domain, and Lambda function</li><li>Enable DocumentDB change streams to capture insert, update, and delete events</li><li>Load review dataset and stream changes automatically to OpenSearch index</li><li>Execute queries with phrase matching, field boosting, fuzzy matching, and synonym support</li></ul><p>This solution enables ecommerce platforms and similar applications to provide enhanced search experiences by combining DocumentDB's document storage with OpenSearch's powerful search and analytics capabilities.</p></div>


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