from crewai import Agent, Crew, Process, Task
from crewai_tools import SerperDevTool
def create_crew() -> Crew:
"""Create a crew with multiple agents for comprehensive tracing."""
llm = LLM(model="gpt-4o-mini")
search_tool = SerperDevTool()
# Define agents with specific roles
researcher = Agent(
role="Senior Research Analyst",
goal="Uncover cutting-edge developments in AI and data science",
backstory="""You work at a leading tech think tank.
Your expertise lies in identifying emerging trends.
You have a knack for dissecting complex data and presenting actionable insights.""",
verbose=True,
allow_delegation=False,
llm=llm,
tools=[search_tool],
)
writer = Agent(
role="Tech Content Strategist",
goal="Craft compelling content on tech advancements",
backstory="""You are a renowned Content Strategist, known for your insightful and engaging articles.
You transform complex concepts into compelling narratives.""",
verbose=True,
allow_delegation=True,
llm=llm,
)
# Create tasks for your agents
research_task = Task(
description="""Conduct a comprehensive analysis of the latest advancements in {topic}.
Identify key trends, breakthrough technologies, and potential industry impacts.""",
expected_output="Full analysis report in bullet points",
agent=researcher,
)
writing_task = Task(
description="""Using the insights provided, develop an engaging blog
post that highlights the most significant {topic} advancements.
Your post should be informative yet accessible, catering to a tech-savvy audience.
Make it sound cool, avoid complex words so it doesn't sound like AI.""",
expected_output="Full blog post of at least 4 paragraphs",
agent=writer,
context=[research_task],
)
# Instantiate your crew with a sequential process
crew = Crew(
agents=[researcher, writer],
tasks=[research_task, writing_task],
verbose=True,
process=Process.sequential
)
return crew
def run_crew():
"""Run the crew and return results."""
crew = create_crew()
result = crew.kickoff(inputs={"topic": "AI developments"})
return result
# Run your crew
if __name__ == "__main__":
# Instrumentation is already initialized above in this module
result = run_crew()
print(result)
