
Introduction
The app will essentially take a prompt and generate a continuation of the text based on that prompt. We'll be using Flask, a Python web framework for our application, and OpenAI's GPT-4, specifically ChatGPT, for the content generation.
Prerequisites
Before we proceed, make sure you meet the following requirements:
Basic understanding of Python and Flask.
OpenAI API key. You can get this from OpenAI's website by creating an account.
Python3 installed on your computer, along with Flask and OpenAI's Python client.
Setting Up
We have to set up a basic Flask Application
Create an endpoint which take input statement
We need to integrate GPT-4 into our application. We will be using OpenAI's API for this purpose. ( make sure not to expose your API key publicly )
import openai
openai.api_key = 'your-api-key'
Let's make our application generate content. We'll do this by creating a new endpoint on our Flask application that accepts a prompt, and then uses OpenAI's GPT-4 to generate content.
@app.route('/generate', methods=['POST'])
def generate():
data = request.get_json()
# Get the prompt from the request data
prompt_title = data.get('title')
prompt_body = data.get('body')
# Make our prompt for chatgpt
prompt = f"Can you generate a blog post using the title: {prompt_title}\
and using the context of blog: {prompt_body}
Finally we add some HTML, CSS to make the web page better also don't forget to add the model code after the to get the response back and then display the response to the user
App Final UI
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