We are building a chatbot for WhatsApp using the OpenAI API, which is intended to be able to answer any question asked to it. However, we are experiencing some issues when trying to integrate the OpenAI API with the WhatsApp Business API. Here is the code we are using for this integration:

import os import requests from flask import Flask, request import openai from Testbotgpt import generate_response app = Flask(__name__) def send_message(to, text):     data = {         "recipient_type": "individual",     "to": "whatsapp:{}".format(to),     "type": "text",     "text": {       "body": text     }     }     headers = {         'Content-Type': 'application/json',         'Authorization': 'Bearer <Access Token>'     }     api_url = 'https://api.whatsapp.com/v1/messages'     response = requests.post(api_url, json=data, headers=headers)     if response.status_code != 200:                raise ValueError('Error sending message: {}'.format(response.text)) @app.route('/bot', methods=['POST']) def bot():     incoming_msg = request.values.get('Body', '').lower()     from_number = request.values.get('From', '')     responded = False      # Check if the message contains a greeting     if 'hi' in incoming_msg:         send_message(from_number, "Hello! How can I help you today?")         responded = True     elif 'bye' in incoming_msg:         send_message(from_number, "Goodbye! Have a great day.")         responded = True        # Use the GPT model to generate a response based on the user's input     else:         response = generate_response(incoming_msg)         send_message(from_number, response)         responded = True           return 'OK' if __name__ == '__main__':   app.run() 

Could you please help us understand what we are doing wrong and suggest a solution to fix the issue?

I searched some forums about how to prevent sql injection in python and saw that there are ways to use a code like the following:

nome = "'Carlos' , idade = 80" cursor.execute("UPDATE cliente SET nome=%(nome)s WHERE idcliente=13", ({'nome': nome, }))

Most of the examples I see the variable 'cursor.execute' and an execute next to it, I would like to know how to replicate this in the Google ads API.

I want to know if have some 'cursor.execute' in Google Ads API...

Is it possible to use the WhatsApp business API to communicate with users and also allow them to forward content from WhatsApp directly to our application. For example enabling Web-hooks for different WhatsApp channels to receive the messages from those channels. If yes, can someone guide me how can we implement this feature? and how can we authorize those channels with our WA business account

Finding sources/documentation for developing needed feature

I want to know how this feature technically works:

As far as I understand, there is no official API to check it for now. Before v 2.43 API version there was an official way to check via /v1/contacts API of WhatsApp Business. But now it doesn't work.

So how do they do it now ?

I am running google ads and having invalid click issues my ad serve only in Dubai, problem i face my competitor click bomb my ad from UK, FRACE and other countries mostly from Europe and Britain, I excluded all the world expect Dubai but my competitor still able to see my ad and clicking them with some kind of bot till Dawn to Dusk.

I talked with google and they said our system filter invalid clicks but still 30 to 50 percent clicks google consider legit.

I come up with a solution by installing a plugin in WordPress and filtering traffic by filtering URL with "/?gclid=" parameter. But now I have to do it manually.

My question is there any automate rule in WordPress so I can block an IP address automatically if he click on my ad more then a couple of times.