Workflow Error Recovery

from praisonaiagents import Agent, Task, AgentTeam

# Create agents
researcher = Agent(
    name="Researcher",
    role="Research Analyst", 
    instructions="Conduct thorough research on topics"
)

writer = Agent(
    name="Writer",
    role="Content Writer",
    instructions="Write engaging content based on research"
)

# Create tasks
research_task = Task(
    description="Research AI trends",
    agent=researcher
)

write_task = Task(
    description="Write article about AI trends", 
    agent=writer
)

# Create team with hierarchical process (enables error recovery)
team = AgentTeam(
    agents=[researcher, writer],
    tasks=[research_task, write_task],
    process="hierarchical",
    manager_llm="gpt-4o"
)

# Error recovery happens automatically
result = team.start()

# If manager has parse errors or selects invalid IDs,
# the system retries transparently
print(result)