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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...