crew.py

from crewai import Crew, Process
from agents import blood_report_analyst, researcher
from tasks import report_analyze_task, research_task
import os

def run_crew(file_path):
    """
    Executes the crewAI process on the provided blood report PDF file.

    Args:
        file_path (str): The path to the blood report PDF file.

    Returns:
        dict: The result of the crewAI process, containing analysis and recommendations.
    """
    # Initialize the Crew with the defined agents and tasks
    crew = Crew(
        agents=[blood_report_analyst, researcher],
        tasks=[report_analyze_task, research_task],
        process=Process.sequential,
        verbose=True  # Verbose mode for detailed output
    )
    
    # Ensure the file path is correct and the file exists
    if not os.path.exists(file_path):
        raise FileNotFoundError(f"The file at {file_path} was not found.")

    # Execute the Crew process with the blood report as input
    result = crew.kickoff(inputs={'blood_report': file_path})
    
    return result