crew.py

from crewai import Agent, Task, Crew
from crewai_tools import (
    DirectoryReadTool,
    FileReadTool,
    SerperDevTool,
    WebsiteSearchTool
)

def get_crew():
    # Instantiate tools
    docs_tool = DirectoryReadTool(directory='./blog-posts')
    file_tool = FileReadTool()
    search_tool = SerperDevTool()
    web_rag_tool = WebsiteSearchTool()
    
    # Create agents
    researcher = Agent(
        role='Market Research Analyst',
        goal='Provide up-to-date market analysis of the AI industry',
        backstory='An expert analyst with a keen eye for market trends.',
        tools=[search_tool, web_rag_tool],
        verbose=True
    )
    
    writer = Agent(
        role='Content Writer',
        goal='Craft engaging blog posts about the AI industry',
        backstory='A skilled writer with a passion for technology.',
        tools=[docs_tool, file_tool],
        verbose=True
    )
    
    # Define tasks
    research = Task(
        description='Research the latest trends in the AI industry and provide a summary.',
        expected_output='A summary of the top 3 trending developments in the AI industry with a unique perspective on their significance.',
        agent=researcher
    )
    
    write = Task(
        description="Write an engaging blog post about the AI industry, based on the research analyst's summary. Draw inspiration from the latest blog posts in the directory.",
        expected_output='A 4-paragraph blog post formatted in markdown with engaging, informative, and accessible content, avoiding complex jargon.',
        agent=writer,
        output_file='blog-posts/new_post.md'  # The final blog post will be saved here
    )
    
    # Assemble a crew with planning enabled
    return Crew(
        agents=[researcher, writer],
        tasks=[research, write],
        verbose=True,
        planning=True,  # Enable planning feature
    )