Parallel Workflow

Execute multiple agents simultaneously for faster results

Parallel Workflow

Run multiple agents at the same time instead of waiting for each one.

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Speed Comparison

	Sequential	Parallel
Time	3 seconds	~1 second
Speed	1x	3x faster

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When to Use

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Code

from praisonaiagents import Agent, AgentFlow
from praisonaiagents import parallel

# Create agents
ai_researcher = Agent(name="AI", instructions="Research AI trends")
ml_researcher = Agent(name="ML", instructions="Research ML trends")
nlp_researcher = Agent(name="NLP", instructions="Research NLP trends")
summarizer = Agent(name="Summary", instructions="Combine all research")

# Run in parallel, then summarize
flow = AgentFlow(steps=[
    parallel([ai_researcher, ml_researcher, nlp_researcher]),
    summarizer
])

result = flow.start("Research latest developments")

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How Results Combine

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Related

Sequential

One step at a time

Routing

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