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Video: A global news agency has migrated its archived aws video

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A global news agency has migrated its archived articles to an Amazon S3 bucket and wants to enable semantic search capabilities using natural language queries. The existing system uses a vector database for storing embeddings of news articles. Which AWS service or approach should the agency use to efficiently implement semantic search on the archived articles?