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@@ -1,2 +1,70 @@
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# crewAI
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+## Usage
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+
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+```
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+pip install crewai
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+pip install duckduckgo-search
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+
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+import os
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+from crewai import Agent, Task, Crew, Process
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+
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+os.environ["OPENAI_API_KEY"] = "YOUR KEY"
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+
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+from langchain.tools import DuckDuckGoSearchRun
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+search_tool = DuckDuckGoSearchRun()
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+
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+researcher = Agent(
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+ role='Senior Research Analyst',
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+ goal='Uncover cutting-edge developments in AI and data science in',
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+ backstory="""You work at a leading tech think tank.
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+ Your expertise lies in identifying emerging trends.
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+ You have a knack for dissecting complex data and presenting
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+ actionable insights.""",
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+ verbose=True,
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+ allow_delegation=False,
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+ tools=[search_tool],
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+ llm=ChatOpenAI(model_name="gpt-3.5", temperature=0.7)
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+)
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+
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+writer = Agent(
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+ role='Tech Content Strategist',
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+ goal='Craft compelling content on tech advancements',
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+ backstory="""You are a renowned Content Strategist, known for
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+ your insightful and engaging articles.
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+ You transform complex concepts into compelling narratives.""",
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+ verbose=True,
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+ allow_delegation=True,
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+ # (optional) llm=ollama_llm
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+)
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+
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+# Create tasks for your agents
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+task1 = Task(
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+ description="""Conduct a comprehensive analysis of the latest advancements in AI in 2024.
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+ Identify key trends, breakthrough technologies, and potential industry impacts.
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+ Your final answer MUST be a full analysis report""",
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+ agent=researcher
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+)
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+
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+task2 = Task(
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+ description="""Using the insights provided, develop an engaging blog
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+ post that highlights the most significant AI advancements.
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+ Your post should be informative yet accessible, catering to a tech-savvy audience.
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+ Make it sound cool, avoid complex words so it doesn't sound like AI.
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+ Your final answer MUST be the full blog post of at least 4 paragraphs.""",
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+ agent=writer
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+)
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+
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+# 多个agent，多个task，最后返回结果
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+crew = Crew(
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+ agents=[researcher, writer],
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+ tasks=[task1, task2],
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+ verbose=2, # You can set it to 1 or 2 to different logging levels
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+)
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+
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+# Get your crew to work!
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+result = crew.kickoff()
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+
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+print("######################")
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+print(result)
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+```
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