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Amazon Bedrock AgentCore Memory now supports extracting memories from non-conversational JSON payloads

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Amazon Bedrock AgentCore Memory now accepts JSON payloads on the CreateEvent API, enabling agents to extract long-term memories from structured data without converting to conversation format.

  • Pass behavioral events, activity logs, system events, and other JSON data (up to 100 KB per payload) directly to extraction pipeline
  • Extraction pipeline generates memories across four strategies: semantic, user preference, summarization, and episodic
  • No need to reshape data into synthetic conversation messages first
  • Available today in all regions where AgentCore Memory is supported
  • Fully compatible with existing features

This enhancement simplifies memory extraction for agents by enabling direct ingestion of structured data sources.

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