crewai-tools

import os from crewai import Agent, Task, Crew, Process from crewai_tools import FileReadTool, SerperDevTool # Set your Serper API key as an environment variable or pass directly # os.environ["SERPER_API_KEY"] = "YOUR_SERPER_API_KEY" # Initialize tools read_tool = FileReadTool(file_path='./my_document.txt') search_tool = SerperDevTool() # Define Agents researcher = Agent( role='Senior Researcher', goal='Uncover the latest trends in AI and provide a summary', backstory='An expert in AI research, known for insightful analysis.', verbose=True, allow_delegation=False, tools=[search_tool] # Agent has access to the search tool ) writer = Agent( role='Content Writer', goal='Craft engaging content based on research findings', backstory='A talented writer who transforms complex data into compelling narratives.', verbose=True, allow_delegation=False, tools=[read_tool] # Agent has access to the file read tool ) # Define Tasks research_task = Task( description='Conduct a comprehensive search on current AI trends and identify key developments.', expected_output='A bullet-point summary of 3-5 major AI trends.', agent=researcher ) write_task = Task( description='Write a short blog post (approx. 300 words) based on the AI trends summary provided.', expected_output='A well-structured and engaging blog post.', agent=writer ) # Assemble a Crew crew = Crew( agents=[researcher, writer], tasks=[research_task, write_task], process=Process.sequential, verbose=2 ) # Ensure 'my_document.txt' exists for the FileReadTool example with open('./my_document.txt', 'w') as f: f.write('Initial context about AI: AI is rapidly advancing, with new models and applications emerging constantly.') # Kick off the crew's work print("Crew starting to work...") result = crew.kickoff() print("\n\nCrew finished with results:") print(result)