[Advent of Agents] Day 5: Long Term Recall: Memory Plugins

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abraha...@google.com

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Mar 5, 2026, 1:01:43 PMMar 5
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Hi everyone,

Day 5 of Google's Advent of Agents — Season 2 is now live!

Stop building agents with the memory of a goldfish and start leveraging persistent semantic storage to create truly human-centric experiences. Learn how to use the GoodmemPlugin to automatically capture user context and inject relevant past memories into every new conversation.

Today's Highlights:

  • Implement the 'Silent Observer' pattern to automatically capture and store user interactions as vector embeddings.
  • Use Context Injection to perform similarity searches and retrieve relevant past fragments before the LLM generates a response.
  • Enable zero-shot continuity, allowing agents to remember user preferences and history across multiple sessions without manual input.

Missed a day? View the full archive here.

Happy building!
The Advent of Agents Team

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