Amazon Bedrock AgentCore Memory now ingests JSON data directly

Amazon Bedrock AgentCore Memory can now extract long-term memories straight from JSON payloads—no need to convert structured data into fake conversations first. Developers can feed behavioral events, activity logs, and system data (up to 100 KB) directly into the pipeline, and it'll generate memories using all four extraction strategies: semantic, user preference, summarization, and episodic. Available now across all regions where AgentCore Memory is supported.