WhatsApp ChatGPT is a chatbot that uses the Twilio API to send and receive messages via WhatsApp. It is built using the OpenAI GPT-3 language model, which allows the chatbot to understand and generate human-like responses to user messages.
ChatGPT Twilio Whatsapp Bot OpenAI 🤖
Here is a general outline of how a WhatsApp ChatGPT bot may work:
- A user sends a message to the chatbot through WhatsApp.
- The chatbot receives the message and processes it using the GPT-3 language model.
- Based on the content of the message and its understanding of the conversation context, the chatbot generates a response.
- The chatbot sends the response back to the user through the Twilio API.
- The conversation continues in this manner, with the chatbot responding to user messages and engaging in natural, human-like conversation.
WhatsApp ChatGPT bots can be used for a variety of purposes, such as customer service, information dissemination, or simply as a conversational companion. They are a convenient and efficient way for businesses and organizations to communicate with their customers and stakeholders through the popular messaging platform.
Code is based on two categories of Twilio:
- Free Account
- Pro Account
Choose your's based on your Twilio Account
REQUIREMENTS:
- TWILIO ACCOUNT
- TWILIO - ACCOUNT SID AND AUTH TOKEN
- OPEN AI - API-KEY
Twilio - https://www.twilio.com/ OpenAI - https://openai.com/
REQUIRED PYTHON LIBRARIES: requests==2.22.0 twilio openai flask
INSTALLATION OVERVIEW:
-
Sign up for a Twilio account: You will need to create a Twilio account in order to use the Twilio API to send and receive messages via WhatsApp.
-
Set up a WhatsApp sandbox: In order to test your chatbot, you will need to set up a WhatsApp sandbox, which is a testing environment provided by Twilio.
-
Set up a Twilio phone number: You will need to purchase a Twilio phone number that will be used to send and receive messages through WhatsApp. (PRO)
-
Install the necessary libraries: You will need to install the Twilio and OpenAI libraries in order to use their APIs in your chatbot.
-
Set up your chatbot: You will need to create a chatbot using the OpenAI GPT-3 language model and integrate it with the Twilio API.
-
Test your chatbot: Once you have set up your chatbot, you can test it by sending and receiving messages through the WhatsApp sandbox.
-
Deploy your chatbot: Once you have tested your chatbot and are satisfied with its performance, you can deploy it to production by connecting it to your Twilio phone number and enabling it to send and receive messages through WhatsApp.
INSTALLATION PROCESS:
TWILIO SETUP:
-
Go to https://www.twilio.com/
-
Go to Messageing -> Send A Whatsapp Message Continue With The Steps Given Below
-
You have connected your account.
-
Then go to Settings -> Whatsapp Sandbox Settings -> Paste your bot hosted link in When A Message Comes In.
-
Paste your http link followed by /bot ( In Code )
PROCESS:
- $ mkdir ChatGPT
- $ cd ChatGPT
- $ python3 -m venv venv ( or python )
- $ venv\Scripts\activate or $ source venv/bin/activate
- (venv) $ pip install openai twilio flask
- Create file main.py
- Paste the code from the repository
- Use your OPEN-API KEY, TWILIO ACCOUNT SID AND TWILIO AUTH TOKEN
HOSTING THE BOT:
You can host the bot 24/7 in pythonanywhere.com with the similar steps.
Hope It Helps ❤️!
Enjoying It? Please donate https://www.buymeacoffee.com/thirumalaikg 💞