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System Architecture Setup

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Linked challenge: Build an Autonomous 3D Digital Twin Agent with LlamaIndex and Qwen 3

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Linked challenge
Build an Autonomous 3D Digital Twin Agent with LlamaIndex and Qwen 3

Prompt source

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Initialize a LlamaIndex Workflow that defines three steps: VoiceInterpretation, SpatialReasoning, and ToolExecution. Use Deepgram for the first step, Qwen 3 for the second, and Anon-wrapped tools for the third. Ensure state is passed between steps using the Context object.

Adaptation plan

Keep the source stable, then change the prompt in a predictable order so the next run is easier to evaluate.

Keep stable

Hold the task contract and output shape stable so generated implementations remain comparable.

Tune next

Update libraries, interfaces, and environment assumptions to match the stack you actually run.

Verify after

Test failure handling, edge cases, and any code paths that depend on hidden context or secrets.