evolveRL

from evolverl.evolution import Evolution
from evolverl.agent import Agent
from evolverl.judge import Judge, JudgingCriteria

# Initialize components
evolution = Evolution(
    population_size=10,
    generations=5,
    mutation_rate=0.2
)

agent = Agent(
    model="gpt-4o-mini",
    config={"temperature": 0.7}
)

judge = Judge(
    model="gpt-4o-mini",
    criteria=JudgingCriteria(
        correctness=1.0,
        clarity=0.7
    )
)

# Start evolution
evolved_agent = evolution.train(
    agent=agent,
    task="your_task",
    judge=judge,
    tester=tester
)