Connect OpenAI to Dialogflow CX/ES

Hey everyone, if you are looking for a connection between OpenAI and Dialogflow CX/ES, then read more. You will learn how to connect your existing Dialogflow CX/ES agent to openAI.

Youtube

I have recorded a quick tutorial on this topic, you can watch it here.

Things you will need

• Dialogflow CX and ES agent

  some knowledge of Dialogflow CX and ES as well

• OpenAI account and API Key

  create an account here

• NGROK for exposing our local server to internet for testing

  get it from here

• Python as a programing tool

  install it from here

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:

  OPENAI_API_KEY=YOUR OPENAI API KEY
  

• 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

• add the webhook url to Dialogflow

  CX: YOUR NGROK URL/dialogflow/cx/receiveMessage

  ES: YOUR NGROK URL/dialogflow/es/receiveMessage

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