How to Utilize ChatGPT API in Python?

ChatGPT and its inescapable applications. Day by Day whatever around us appears to be getting automated by a number of AI designs utilizing various AI and Artificial intelligence methods and Chatbot with Python, there are many usages of Chat GPT and among its helpful applications we will be going over today. So, prior to relocating to its application let’s understand a little about what Chat GPT is.

How to Use ChatGPT API in Python?

ChatGPT is established by OpenAI It is a big language design based upon the GPT-3.5 architecture. It is a kind of AI chatbot that can take input from users and produce services comparable to human beings. ChatGPT is well trained AI that is trained on a big dataset, utilizing that training it can able to carry out a large range of jobs. It is developed to mimic a discussion with a human, making it an important tool for customer support, individual assistants, and other applications where natural language processing is needed. There are a number of applications of Chat GPT such as Material Production, Client Service, Help, and Automation

How to utilize ChatGPT API with Python?

Here we are visiting all actions needed to utilize ChatGPT API in Python Utilizing ChatGPT API we have the ability to utilize the functions of ChatGPT utilizing Python code which indicates we are not needed to go to the website of ChatGPT to ask any concerns.

Action 1: Produce an account on OpenAI and log into an account.

Action 2: After login click ‘ Individual‘ on the top-right side and after that click ‘ View API secrets‘ as seen in the listed below image.

View API Keys

Action 3: After following action 2 a page of API secrets is opened and we can see the button ‘ Produce brand-new secret key’ click that and a secret key is produced copy that crucial and wait on Note pad or anywhere else due to the fact that it is needed in upcoming actions.

API crucial produced

Action 4: Now, open any code editor or online note pads such as Google Colab or Jupyter Note Pad Here, we are utilizing Google Colab note pad and setting up the Open Ai library in Python utilizing the below command.

! pip set up -q openai

If you are utilizing any other code editor you can set up the openai library in Python by performing the below command in the terminal or command trigger.

 pip set up openai

Step 5: Import openai library and Shop the type in a variable that we have actually produced in Action 3 as provided listed below.

Python3

import openai

openai.my _ api_key = ' YOUR_API_KEY'

Action 6: Set a context for the ChatGPT API that is utilized to inform the API what is it expected to do utilizing the JSON file. In this, we have actually specified the function as a system due to the fact that we are developing this for users and this ChatGPT is a system and likewise specified the material.

Python3

messages = [ {"role": "system", "content": "You are a intelligent assistant."} ]

Action 7: Here is the remainder of the code where

  • We are utilizing an infinite while loop so that we can talk with the ChatGPT API consistently without performing the code once again and once again.
  • In the 2nd line we a taking input from the user and shop it in a variable ‘message’.
  • If a user inputs any concern then just we go into the if condition and make a JSON of file and add it to the JSON file that we have actually developed in action 6 after that produce the chat utilizing openai.ChatCompletion.create()
  • Shop the response in the variable ‘ reply’ and print that respond utilizing the print() function.

Python3

while Real:

message = input(" User: ")

if message:

messages.append(

{" function": " user", " material": message},

)

chat = openai.ChatCompletion.create(

design =" gpt-3.5- turbo", messages = messages

)

reply = chat.choices[0] message.content

print( f" ChatGPT: {reply} ")

messages.append( {" function": " assistant", " material": respond} )

Below is the Total Application:

Python3

import openai

openai.api _ crucial = ' YOUR_API_KEY'

messages = [ {"role": "system", "content": 

              "You are a intelligent assistant."} ]

while Real:

message = input(" User: ")

if message:

messages.append(

{" function": " user", " material": message},

)

chat = openai.ChatCompletion.create(

design =" gpt-3.5- turbo", messages = messages

)

reply = chat.choices[0] message.content

print( f" ChatGPT: {reply} ")

messages.append( {" function": " assistant", " material": respond} )

Output: After running the above code we need to input any inquiry as in the listed below output inquiry is ‘ What is geeks for geeks’,’ Which is finest DSA course on gfg ‘ and we are getting the output from ChatGPT and as the while loop is boundless it once again asks input from the user.

OpenAI API With Python

OpenAI API with Python

ChatGPT Output:

We can likewise inspect the output from OpenAI (Chatgpt) it will like our Python code output.

Chat GPT output

Conclusion

We covered a number of actions in the entire short article for incorporating ChatGPT API utilizing Python which would absolutely assist you in effectively attaining the last result. There are numerous usages of Chat GPT of which some we know and some we aren’t.

To read more about Chat GPT, you can describe:

Frequently Asked Questions

1. Can you utilize ChatGPT as an API?

Chat GPT API is now readily available for business and research study functions by Open Ai. To access it you require to follow these actions:

  • Produce an account on OpenAI
  • After login, click ‘ Individual‘ and after that click ‘ View API secrets‘.
  • ‘ Produce brand-new secret key’
  • Open any code editor
  • Import the Openai library and Shop the type in a variable
  • Follow the above actions

2. Is ChatGPT attended to complimentary?

Sure, Chat GPT is an Open Source application that is totally complimentary for typical use, anybody can utilize Chat GPT for an unrestricted time period on a specific day. There is a membership to Chat GPT referred to as Chat GPT Plus which costs $20 per user month-to-month.

3. What is the distinction in between Chat GPT and ChatGPT API?

Generally, Chat GPT is an application that can be straight utilized by the user from the web browser. Whereas, ChatGPT API is an Application Programs User interface that can be brought utilizing any programs language by designers in their code.

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