Amazon Bedrock AgentCore Memory now extracts long-term memories from JSON payloads
Amazon Bedrock AgentCore Memory now allows agents to extract and consolidate long-term memories from structured, non-conversational JSON payloads. This new capability, accessed via the CreateEvent API, enables developers to directly ingest data like behavioral events or activity logs (up to 100 KB) without pre-formatting into synthetic conversations. It applies existing extraction strategies, including semantic and episodic memory, to structured data inputs. This feature is generally available today in all regions where AgentCore Memory is supported.
Features (1) ›
- JSON Payload Support for AgentCore Memory
Amazon Bedrock AgentCore Memory now accepts JSON payloads (up to 100 KB) through the CreateEvent API, allowing agents to extract long-term memories from structured data such as logs and events. This eliminates the need to convert non-conversational data into synthetic messages, applying all four existing extraction strategies directly.
https://aws.amazon.com/about-aws/whats-new/2026/08/agentcore-memory-json-payloads
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