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[Feat]: Add MemMachine Integration Guide for Google Agent Developer Kit (ADK) #787

@sscargal

Description

@sscargal

Is your feature request related to a problem?

MemMachine does not provide any official code samples or documentation for connecting to the Google Agent Developer Kit (ADK).
This makes it difficult for ADK developers to use MemMachine as a vector store, tool, or retriever in their agent flows.
Lack of documentation or reference integration slows adoption and complicates onboarding for ADK users.

Describe the solution you'd like

Create an official MemMachine integration guide for Google ADK, including:

  • Overview of why and how to use MemMachine in an ADK project
  • Step-by-step setup and code examples
  • Example using MemMachine as a vector store or retriever in ADK
  • Troubleshooting, tips, and best practices
  • Publish to docs.memmachine.ai or the ADK docs for discoverability
    Reference structure of successful existing guides, such as for LangGraph, CrewAI, or LangChain.

Describe alternatives you've considered

Users could attempt to adapt guides for other agent toolkits, but this is indirect and error-prone.
Official support within the ADK ecosystem would make onboarding much easier and ensure correct usage.

Additional context

As agent-based frameworks become more important and ADK gains traction, having robust integration documentation and examples with MemMachine will ensure developers can easily leverage advanced capabilities and workflows.

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    IntegrationAn integration into a 3rd party framework or solution using MemMachinegood first issueGood for newcomerskeep-openPrevents the auto-close task from closing this issue.
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