Energy Tracking

energy_units = coefficient * (input_tokens + output_tokens * 1.5)

import cascadeflow

cascadeflow.init(mode="enforce")

with cascadeflow.run(max_energy=100.0) as session:
    result = await agent.run("Process this large dataset")

    summary = session.summary()
    print(f"Energy used: {summary['energy_used']:.1f} units")

with cascadeflow.run(
    kpi_weights={"quality": 0.4, "cost": 0.3, "energy": 0.3}
) as session:
    # Routes toward lower-energy models when quality allows
    result = await agent.run("Summarize this article")