When I am using my local flask api in fabric notebook I am getting this error.
from flask import Flask, request, jsonify
import openai
from openai import AzureOpenAI
# Configuration for Azure OpenAI API
# Initialize Flask app
app = Flask(__name__)
# Initialize the Azure OpenAI client
client = AzureOpenAI(
azure_endpoint=ENDPOINT_URL,
api_key=API_KEY,
api_version=API_VERSION,
)
# System message for OpenAI GPT
MESSAGES = [
{"role": "system", "content": """you are a food concierge. your job is to tell me how long a product will last in my fridge or pantry. I will tell you the name of an edible product,
you will simply respond to the amount of days that I can expect the product to be good to eat for from the date of purchase.
for example if I ask "eggs" you would respond with "fridge: 20-30 days".
Always respond in amount of days."""}
]
@app.route('/get_expiry', methods=['POST'])
def get_expiry():
# Retrieve product name from POST request JSON
data = request.get_json()
if not data or 'product' not in data:
return jsonify({"error": "Please provide a product name"}), 400
product = data['product']
# Add product to the messages for OpenAI model
MESSAGES.append({"role": "user", "content": product})
try:
# Call the Azure OpenAI API to get the expiry information
completion = client.chat.completions.create(
model=MODEL_NAME,
messages=MESSAGES,
temperature=0.2
)
# Extract and return the result
expirytext = completion.choices[0].message.content
return jsonify({"product": product, "expiry": expirytext}), 200
except Exception as e:
return jsonify({"error": str(e)}), 500
# Run the Flask app
if __name__ == '__main__':
app.run(debug=True)
import requests
import json
# Define the API endpoint
# Create the payload with the product name
data = {
'product': 'Milk' # Replace with the actual product you want to inquire about
}
# Send the POST request with JSON data
response = requests.post(url, json=data)
# Check the response
if response.status_code == 200:
result = response.json()
print(f"Product: {result['product']}")
print(f"Expiry Information: {result['expiry']}")
else:
print(f"Error: {response.json()['error']}")
ConnectionError: HTTPSConnectionPool(host='127.0.0.1', port=5000): Max retries exceeded with url: /get_expiry (Caused by NewConnectionError('<urllib3.connection.HTTPSConnection object at 0x7bbf00902110>: Failed to establish a new connection: [Errno 111] Connection refused'))
