How To Use ChatGPT API In Python

Introduction

Do you wish to make your chatbots extra conversational and clever? Then, look no additional than ChatGPT by OpenAI. ChatGPT is a state-of-the-art conversational AI that may perceive pure language queries and reply in a human-like method. This text will information you to entry this highly effective device utilizing the ChatGPT API utilizing openAI library.

How To make use of ChatGPT API with Python

Now test all of the steps intimately

Accessing the API

Step one to accessing the ChatGPT API is creating an API key. To create an API key, observe these steps:

1. Go to https://platform.openai.com/account/api-keys.
2. Click on on the ‘Create new secret key’ button.
3. After getting created an API key, copy it and use it in your Python script to entry the API.

Putting in the openai Library

To make use of the ChatGPT API, you want to set up the ‘openai’ library in Python. You possibly can run the next command in Jupyter Pocket book to put in it:

!pip set up openai

Utilizing the ChatGPT API

Now that you’ve got put in the ‘openai’ library and generated an API key, you might be prepared to make use of the API. Right here’s how you should use it in your Python script.

1. Import the mandatory libraries:

import openai

import os

import pandas as pd

import time

2. Set your API key:

openai.api_key = '<YOUR API KEY>'

3. Outline a perform that can be utilized to get a response from ChatGPT:

def get_completion(immediate, mannequin="gpt-3.5-turbo"):

messages = [{"role": "user", "content": prompt}]

response = openai.ChatCompletion.create(

mannequin=mannequin,

messages=messages,

temperature=0,

)

return response.selections[0].message["content"]

We’re utilizing the “gpt-3.5-turbo” mannequin within the above code. This mannequin makes use of GPT 3.5, which is a extra highly effective model of GPT-3. You need to use every other mannequin of your selection. To view numerous fashions obtainable, take a look at this web page: https://platform.openai.com/docs/fashions/gpt-4

4. Question the API:

immediate = "<YOUR QUERY>"

response = get_completion(immediate)

print(response)

Conclusion

Utilizing the ChatGPT API is straightforward and easy. By following the steps outlined on this article, you’ll be able to entry the ability of ChatGPT out of your Python scripts and make your chatbots extra clever and fascinating. So why wait? Begin utilizing the ChatGPT API at this time and take your chatbots to the subsequent stage!

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