How to Create a ChatGPT Website with HTML, Python, and OpenAI
To set up a simple chatbot website with HTML and Python, you can follow these steps:
- Create a new folder on your computer and name it something like 'chatbot_website'.
- Inside that folder, create two new files: 'index.html' and 'app.py'.
- Open 'index.html' in a text editor and add the following code:
<!DOCTYPE html>
<html>
<head>
<title>Chatbot Website</title>
</head>
<body>
<h1>Welcome to my chatbot website</h1>
<form method='POST'>
<label for='prompt'>Enter your question:</label>
<input type='text' name='prompt' id='prompt'>
<input type='submit' value='Ask'>
</form>
<p>Answer:</p>
<textarea id='answer' rows='5' cols='50' readonly></textarea>
<script src='https://ajax.googleapis.com/ajax/libs/jquery/3.5.1/jquery.min.js'></script>
<script>
$(function() {
$('form').on('submit', function(event) {
event.preventDefault();
$.ajax({
data: {
'prompt': $('#prompt').val()
},
type: 'POST',
url: '/process'
})
.done(function(data) {
$('#answer').val(data.answer);
});
});
});
</script>
</body>
</html>
This code creates a simple HTML form with a prompt textbox, an answer textbox, and a submit button. It also includes jQuery, which we'll use later to make an AJAX request to our Python script.
- Open 'app.py' in a text editor and add the following code:
from flask import Flask, render_template, request
import openai
app = Flask(__name__)
openai.api_key = 'YOUR_API_KEY'
def generate_answer(prompt):
response = openai.Completion.create(
engine='davinci',
prompt=prompt,
temperature=0.5,
max_tokens=1024,
top_p=1,
frequency_penalty=0,
presence_penalty=0
)
answer = response.choices[0].text.strip()
return answer
@app.route('/')
def index():
return render_template('index.html')
@app.route('/process', methods=['POST'])
def process():
prompt = request.form['prompt']
answer = generate_answer(prompt)
return {'answer': answer}
if __name__ == '__main__':
app.run(debug=True)
This code uses the Flask framework to create a simple web server. It also uses the OpenAI API to generate an answer to the user's prompt. You'll need to replace 'YOUR_API_KEY' with your actual API key.
- Install the OpenAI library by running the following command in your terminal:
pip install openai
- Run the web server by running the following command in your terminal:
python app.py
This will start the web server on your local machine.
- Open your web browser and type 'http://localhost:5000' into the address bar. This should take you to your chatbot website.
That's it! You now have a simple chatbot website that uses the OpenAI API to generate answers to user prompts.
If you don't want to use Apache as your web server, you could also try using Flask's built-in development server, which is what we're using in this example. It's not recommended for production use, but it's great for development and testing.
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