William Denniss 6/2/2026

Agent memories with ADK

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This article describes how to implement agent memories in Google ADK (Agent Development Kit) for a trading agent. It covers session persistence when deployed on Agent Platform, allowing the agent to recall past conversations within the same session. The article provides code examples in JavaScript and PHP for saving agent memory using callback contexts and the PreloadMemoryTool. It also includes a full Python script for a trading agent that uses Alpaca APIs and S&P 500 tickers, demonstrating how to integrate memory for context-aware interactions.

Agent memories with ADK

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