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import torch
from flask import Flask, render_template, request, jsonify, session, redirect, url_for
import json
import os
from transformers import pipeline
from gtts import gTTS
from pydub import AudioSegment
from pydub.silence import detect_nonsilent
from transformers import AutoConfig
import time
from waitress import serve
from simple_salesforce import Salesforce
import requests # Import requests for exception handling
app = Flask(__name__)
# Use whisper-small for faster processing and better speed
device = "cuda" if torch.cuda.is_available() else "cpu"
# Create config object to set timeout and other parameters
config = AutoConfig.from_pretrained("openai/whisper-small")
config.update({"timeout": 60}) # Set timeout to 60 seconds
# Salesforce credentials (Replace with actual values)
try:
print("Attempting to connect to Salesforce...")
sf = Salesforce(username='[email protected]', password='Sati@1020', security_token='sSSjyhInIsUohKpG8sHzty2q')
print("Connected to Salesforce successfully!")
except Exception as e:
print(f"Failed to connect to Salesforce: {str(e)}")
# Function for Salesforce operations
def create_salesforce_record(name, email, phone_number):
try:
# Create a new record in Salesforce's Customer_Login__c object
customer_login = sf.Customer_Login__c.create({
'Name': name,
'Email__c': email,
'Phone_Number__c': phone_number
})
return customer_login
except SalesforceResourceNotFound as e:
raise Exception(f"Salesforce resource not found: {str(e)}")
except Exception as e:
raise Exception(f"Failed to create record: {str(e)}")
def get_menu_items():
query = "SELECT Name, Price__c, Ingredients__c, Category__c FROM Menu_Item__c"
result = sf.query(query)
return result['records']
# Voice-related functions
def generate_audio_prompt(text, filename):
try:
tts = gTTS(text)
tts.save(os.path.join("static", filename))
except gtts.tts.gTTSError as e:
print(f"Error: {e}")
print("Retrying after 5 seconds...")
time.sleep(5) # Wait for 5 seconds before retrying
generate_audio_prompt(text, filename)
# Utility functions
def convert_to_wav(input_path, output_path):
try:
audio = AudioSegment.from_file(input_path)
audio = audio.set_frame_rate(16000).set_channels(1) # Convert to 16kHz, mono
audio.export(output_path, format="wav")
except Exception as e:
print(f"Error: {str(e)}")
raise Exception(f"Audio conversion failed: {str(e)}")
def is_silent_audio(audio_path):
audio = AudioSegment.from_wav(audio_path)
nonsilent_parts = detect_nonsilent(audio, min_silence_len=500, silence_thresh=audio.dBFS-16) # Reduced silence duration
print(f"Detected nonsilent parts: {nonsilent_parts}")
return len(nonsilent_parts) == 0 # If no speech detected
# Routes and Views
@app.route("/")
def index():
return render_template("index.html")
# Route for Registering a User
@app.route('/register', methods=['GET', 'POST'])
def register():
if request.method == 'POST':
data = request.form
name = data.get('name')
email = data.get('email')
phone = data.get('phone')
# Clean phone number: remove unwanted characters (commas, spaces)
phone = ''.join(e for e in phone if e.isdigit()) # Keep only digits
# Validate phone number to ensure it's exactly 10 digits
if len(phone) != 10:
return jsonify({"success": False, "message": "Phone number must be 10 digits."}), 400
if not name or not email or not phone:
return jsonify({"success": False, "message": "All fields are required."}), 400
try:
# Create a new record in Salesforce's Customer_Login__c object
customer_login = sf.Customer_Login__c.create({
'Name': name,
'Email__c': email,
'Phone_Number__c': phone
})
return redirect(url_for('login')) # Redirect to login page after successful registration
except Exception as e:
return jsonify({"success": False, "message": f"Registration failed: {str(e)}"}), 500
return render_template("register.html") # Registration page
# Route for Login Validation
@app.route('/login', methods=['POST'])
def login():
try:
data = request.form
login_email = data.get("email")
login_mobile = data.get("mobile")
# Clean phone number: remove unwanted characters (commas, spaces)
login_mobile = ''.join(e for e in login_mobile if e.isdigit())
if not login_email or not login_mobile:
return jsonify({"success": False, "message": "Missing email or mobile number"}), 400
query = f"SELECT Id, Name, Email__c, Phone_Number__c FROM Customer_Login__c WHERE Email__c = '{login_email}' AND Phone_Number__c = '{login_mobile}'"
result = sf.query(query)
if result['records']:
user_name = result['records'][0]['Name']
session['user_email'] = login_email # Store user email in session
return redirect(url_for('menu_page')) # Redirect to menu page after successful login
else:
return jsonify({"success": False, "message": "Invalid email or mobile number"}), 401
except Exception as e:
return jsonify({"success": False, "message": "Internal server error", "error": str(e)}), 500
# Route to Get Menu Items
@app.route("/menu", methods=["GET"])
def menu_page():
try:
menu_items = get_menu_items()
menu_data = [{"name": item['Name'], "price": item['Price__c'], "ingredients": item['Ingredients__c'], "category": item['Category__c']} for item in menu_items]
return render_template("menu_page.html", menu_items=menu_data)
except Exception as e:
return jsonify({"success": False, "message": "Error fetching menu items", "error": str(e)}), 500
# Route for Cart Items
@app.route("/add-to-cart", methods=["POST"])
def add_to_cart():
try:
data = request.get_json()
customer_id = data.get("customer_id")
item_id = data.get("item_id")
quantity = data.get("quantity")
if not customer_id or not item_id or not quantity:
return jsonify({"success": False, "message": "Missing required fields"}), 400
cart_item_data = {
"Customer__c": customer_id,
"Menu_Item__c": item_id,
"Quantity__c": quantity,
"Status__c": "In Cart",
}
sf.Cart_Item__c.create(cart_item_data)
return jsonify({"success": True, "message": "Item added to cart"})
except Exception as e:
return jsonify({"success": False, "message": "Error adding item to cart", "error": str(e)}), 500
# Route to Create an Order
@app.route("/order", methods=["POST"])
def place_order():
try:
data = request.get_json()
customer_id = data.get("customer_id")
items = data.get("items") # List of ordered items: [{"item_name": "Item 1", "quantity": 2}, ...]
if not customer_id or not items:
return jsonify({"success": False, "message": "Missing required fields"}), 400
order_data = {
"Customer__c": customer_id,
"Status__c": "New", # Example status
}
order_result = sf.Order__c.create(order_data)
order_id = order_result['id']
# Create related Order_Items
for item in items:
order_item_data = {
"Order__c": order_id,
"Menu_Item__c": item['item_id'],
"Quantity__c": item['quantity'],
}
sf.Order_Item__c.create(order_item_data)
return jsonify({"success": True, "message": "Order placed successfully", "order_id": order_id})
except Exception as e:
return jsonify({"success": False, "message": "Error placing order", "error": str(e)}), 500
# Route for Order History
@app.route("/order-history", methods=["GET"])
def get_order_history():
try:
customer_id = request.args.get("customer_id")
if not customer_id:
return jsonify({"success": False, "message": "Missing customer_id"}), 400
query = f"SELECT Id, Order_Date__c, Status__c, Total_Amount__c FROM Order_History__c WHERE Customer__c = '{customer_id}'"
result = sf.query(query)
# Prepare order history data
order_history = [{"order_id": item['Id'], "date": item['Order_Date__c'], "status": item['Status__c'], "total": item['Total_Amount__c']} for item in result['records']]
# Return the order history as JSON
return jsonify({"success": True, "order_history": order_history})
except Exception as e:
return jsonify({"success": False, "message": "Error fetching order history", "error": str(e)}), 500
# Route for Logout (Optional)
@app.route("/logout", methods=["GET"])
def logout():
session.clear() # Clear the session
return redirect(url_for('index')) # Redirect to home page
# Start Production Server
if __name__ == "__main__":
serve(app, host="0.0.0.0", port=7860)
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