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Initialize LlamaIndex Gemini Agent
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Linked challenge: LlamaIndex Aeration Telemetry Diagnostic Agent with Gemini 2.5 Flash
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Linked challenge
LlamaIndex Aeration Telemetry Diagnostic Agent with Gemini 2.5 Flash
Prompt source
Original prompt text with formatting preserved for inspection.
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Set up a LlamaIndex VectorStoreIndex using google-generativeai with model='gemini-2.5-flash'. Import llama_index.core and define custom query tools to inspect OPC UA aeration telemetry logs.
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.