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Ansh
Ansh

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Explaining Code with GPT-3

#nlp #python #github #gpt

Hello everyone,In this post I'm gonna show you can build one of the most amazing application out of GPT-3.

A tool which can explain you code so you can roam freely in an unknown territory.
It will be able to explain you code in any major programming language like C,C++,Java,Python, Javascript, Assembly,Golang etc.
So without wasting any time let's start with the coding part.

Part-1:Connecting the API 

pip install openai
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import os
import openai

openai.api_key = input("API-KEY:")

def result(code):
  response = openai.Completion.create(
    engine="text-davinci-002",
    prompt="Explain this code line by line "+code,
    temperature=0.7,
    max_tokens=100,
    top_p=1,
    frequency_penalty=0,
    presence_penalty=0
  )
  return response['choices'][0]['text']
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Part-2:Building Gradio Interface 

pip install gradio
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import gradio as gr

demo = gr.Interface(
  fn=result,
  inputs=gr.Textbox(lines=10),
  outputs="text",    
)
demo.launch(debug=True)
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Here's the link to the Colab Notebook:

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