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Draft evaluation

LlamaIndex Aeration Telemetry Diagnostic Agent with Gemini 2.5 Flash — evaluation

Evaluates diagnostic accuracy and root-cause identification precision for aeration telemetry anomaly logs.

Evaluation type
task based
Challenge
LlamaIndex Aeration Telemetry Diagnostic Agent with Gemini 2.5 Flash
Difficulty
Intermediate
Rigor
Not declared

The author has not specified a rigor level.

Evaluation overview

How the linked challenge is judged: tasks, benchmarks, and criteria count.

Tasks
1
Benchmarks
0
Criteria
0

Task templates

Inputs and expected outputs.

Task 1

telemetry_fault_diagnosis

Evaluates agent diagnosis output against labeled wastewater aeration failure logs.

Input format

JSON object with telemetry_window array and alarm_events

Output format

JSON object with fault_code, root_cause, and confidence_score