Automate Inventory Management Agents with OpenAI Agents SDK and Prefect

                      
                     
import os
import prefect
from prefect import flow, task
from openai import OpenAI

# Configuration
api_key = os.getenv('OPENAI_API_KEY')
if not api_key:
    raise ValueError("API key must be set in environment variables.")

# Initialize OpenAI client
openai = OpenAI(api_key=api_key)

# Task to fetch inventory data
@task
def fetch_inventory() -> dict:
    # Simulate fetching inventory data from a database
    return {'item1': 100, 'item2': 50, 'item3': 0}

# Task to update inventory using OpenAI
@task
def update_inventory(data: dict) -> None:
    for item, quantity in data.items():
        if quantity < 10:
            # Example logic to generate a restock request
            prompt = f"Restock {item}"
            response = openai.Completion.create(engine="davinci", prompt=prompt)
            print(f"Generated request for {item}: {response['choices'][0]['text']}")

# Flow to manage inventory
@flow
def inventory_management_flow():
    inventory_data = fetch_inventory()
    update_inventory(inventory_data)

if __name__ == '__main__':
    prefect.run(inventory_management_flow)