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AWS announces vector search for Amazon DocumentDB

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The article announces the launch of vector search for Amazon DocumentDB, a new capability that enables storing, indexing, and searching millions of vectors with millisecond response times, enabling semantic search and other AI applications.

Specifically, the article covers:

  • Vector search for Amazon DocumentDB can store vectors from Amazon Bedrock, Amazon SageMaker, and more.
  • Enables searching the database based on meaning, unlocking use cases like semantic search, recommendations, personalization, and chatbots.
  • No upfront commitments or additional costs, pay only for data stored and compute used.
  • Available on DocumentDB 5.0 instance-based clusters in all regions where Amazon DocumentDB is available.
  • Can get started via the AWS Console or AWS CLI, more details on the features page and developer guide.


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