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Make chat agent framework-agnostic #1

@adrmac

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@adrmac

Ensure that the agent query structure is independent from any specific frameworks used, such as LangChain, LlamaIndex, Google ADK, or Vercel AI SDK. Build out processes in parallel in each framework, or include comment stubs where framework components are TBD.

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