To create a functional program that connects HTML, OpenAI, and Python, follow the steps below:

  1. Install Flask and OpenAI:

    • Flask: Flask is a micro web framework written in Python. It is used to create web applications quickly and easily. To install Flask, use the following command in your command prompt or terminal:

      pip install Flask
      
    • OpenAI: OpenAI is an artificial intelligence research laboratory consisting of the for-profit corporation OpenAI LP and its parent company, the non-profit OpenAI Inc. To install OpenAI, use the following command:

      pip install openai
      
  2. Create an HTML file:

    • Create a new file named 'index.html' in your preferred text editor.

    • Add the following code to create a textbox for prompt and a textbox for answer:

      <form method='POST' action='/'>
         <label for='prompt'>Enter your prompt:</label>
         <input type='text' id='prompt' name='prompt'><br>
      
         <label for='answer'>Answer:</label>
         <input type='text' id='answer' name='answer'><br>
      
         <input type='submit' value='Submit'>
      </form>
      
  3. Create a Python program:

    • Create a new file named 'main.py' in your preferred text editor.

    • Add the following code to import the necessary libraries and create a function to generate the response using OpenAI:

      import openai
      import os
      from flask import Flask, request, render_template
      
      app = Flask(__name__)
      
      # Set up OpenAI API key
      openai.api_key = os.environ['OPENAI_API_KEY']
      
      # Function to generate the response using OpenAI
      def generate_response(prompt):
         response = openai.Completion.create(
            engine='davinci',
            prompt=prompt,
            temperature=0.5,
            max_tokens=1024,
            n=1,
            stop=None,
            timeout=10,
            frequency_penalty=0,
            presence_penalty=0
         )
         return response.choices[0].text.strip()
      
      # Route for index page
      @app.route('/', methods=['GET', 'POST'])
      def index():
         if request.method == 'POST':
            prompt = request.form['prompt']
            answer = generate_response(prompt)
            return render_template('index.html', prompt=prompt, answer=answer)
         else:
            return render_template('index.html')
      
  4. Create a Flask application:

    • Create a new file named 'app.py' in your preferred text editor.

    • Add the following code to run the Flask application:

      from main import app
      
      if __name__ == '__main__':
         app.run(debug=True)
      
  5. Store all files:

    • Create a directory named 'templates'.
    • Store the 'index.html' file in the 'templates' directory.
    • Store the 'main.py' and 'app.py' files in the same directory as the 'templates' directory.
  6. Run the program:

    • Open your command prompt or terminal and navigate to the directory where the files are stored.

    • Run the following command to start the Flask application:

      python app.py
      
  7. Use the program:

    • Open your web browser and go to http://localhost:5000/.
    • Enter a prompt in the textbox provided and click the Submit button.
    • The answer generated by OpenAI will be displayed in the answer textbox.
Build a Functional AI Chatbot with HTML, OpenAI, and Python

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