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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