使用 ElastiCache 和多模态嵌入进行视频采样和搜索.pdf

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1、 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Video Sampling&Search demand is growingValkey VSSValkey VSSValkey VSS 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.ElastiCache for Valkey vecto

2、r search performance 26KQueries Per Second(single node)95%Recall rate 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.D A T 4 3 3Video sampling&search using ElastiCache&multimodal embeddingsElad Bernstein(he/him)Principal Software EngineerAWSKevin McGehee(he/him)Principal Software

3、 EngineerAWS 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.ValkeyKeysSearch moduleIndexingEngineQueryEngineCommandHandlersindexindexindex 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.ValkeyKeysSearch moduleIndexingEngineQueryEngineCommandHandlersHSET/JSON.S

4、ETindexindexindex 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.ValkeyKeysSearch moduleIndexingEngineQueryEngineCommandHandlersHSET/JSON.SETKeyspaceNotificationsindexindexindex 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.ValkeyKeysSearch moduleIndexingEngi

5、neQueryEngineCommandHandlersHSET/JSON.SETKeyspaceNotificationsindexindexindex 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.ValkeyKeysSearch moduleIndexingEngineQueryEngineCommandHandlersHSET/JSON.SETKeyspaceNotificationsindexindexindexWorker threads 2025,Amazon Web Services,Inc

6、.or its affiliates.All rights reserved.ValkeyKeysSearch moduleIndexingEngineQueryEngineCommandHandlersHSET/JSON.SETKeyspaceNotificationsindexindexindexWorker threads 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Search moduleValkeyindexIndexingEngineQueryEngineCommandHandlersind