Key processes
Key Processes
Fractionalization and Reintegration:
Tasks are split among sub-agents for parallel processing. Outputs are reintegrated into the main agent for cohesive results.
Dynamic Collaboration:
Agents share intermediate results, leveraging swarm reasoning to resolve conflicts and align outputs.
Feedback Refinement:
Iterative evaluation improves agents’ efficiency and accuracy, creating an evolving system.
fallback_logic = lambda q, d, r: (q**2 + d | r) if q > 0 else ~r & d
class IntegratedAgent:
def fractionalize(self, subtasks):
sub_agents = [SubAgent(task) for task in subtasks]
return sub_agents
class SubAgent:
def __init__(self, task):
self.task = task
def execute(self):
return f"Completed {self.task}"
# Example Usage
tasks = ["Analyze medical needs", "Optimize transport routes", "Monitor inventory"]
agent = IntegratedAgent()
sub_agents = agent.fractionalize(tasks)
for sub_agent in sub_agents:
print(sub_agent.execute())
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