Telegram chat-bot

Hi everyone, this is repository for my personal demo project on connecting Telegram and OpenAI to provide answers to all the users questions using OpenAI GPT-3. This is written in Python and served with Flask. This bot can only handle:

• text messgaes
• it has a built-in menu options as well

You can interact with this bot here.

Youtube

I have recorded a quick video on the setup of this chat-bot, in case you want to replicate the work, you can watch it here.

What you will need

There are couple of things that you need before you get started following this repository.

• OpenAI API key, since it is open to all, you can create an account here and access the key.
• You need a telegram bot API key as well, you can get it with interacting with Botfather on Telegeram here. Alternatively, you can one of my video on how to create a Telegram bor here.
• Mongodb Atlas account for saving all the messages to mongodb.
• API requesting application like Postman, Insomnia, etc.
• NGROK for local testing.

How to use it

To replicate the work of this repository and run it locally, you need to follow these steps:

• create a .env file inside the root directory, create these environmental variables:

  TOKEN=YOUR TELEGRAM BOT API KEY
  HEADER_TOKEN=A RANDOM STRING FOR SECURITY
  OPENAI_API_KEY=OPENAI API KEY
  ME=YOUR TELEGRAM ID
  CONNECTION_STRING=mongodb+srv://USERNAME:PASSWORD@SOMETHING.mongodb.net
  DB_NAME=MONGODB DB NAME
  COLLECTION_NAME=MONGO DB COLLECTION NAME
  

• create a virtual environment and activate it before installing the packages
• install all the required dependencies from the requirements.txt file

pip install -r requirements.txt

• run the server with either of the following commands

python run.py

gunicorn run:app

• start NGROK engine on the same port as the python application is running.
• set the webhook by sendin a POST request on the following url

http://localhost:5000/set-telegram-webhook

pass the following body with the request in raw json format

{
    "url": "YOUR NGRK URL/telegram",
    "secret_token": "HEADER_TOKEN DEFINED IN THE .env FILE"
}

• in case you want to set menu for the Telegram bot, you can send a POST request on the following url

http://localhost:5000/set-telegram-menu-commands

pass the following body with the request in raw json format

{
	"commands": [
		{
			"command": "/contactme",
			"description": "Contact me"
		},
		{
			"command": "/youtube",
			"description": "My youtube"
		}
	]
}

About me

I am Raj Kapadia, I am passionate about AI/ML/DL and their use in different domains, I also love to build chatbots using Google Dialogflow ES/CX, I have backend development experience with Python[Flask], and NodeJS[Express] For any work, you can reach out to me at...

• LinkedIn
• Fiverr
• Upwork
• Youtube