use operai class, html, python to form website, which can ask question, and answer, please include simple beginner code, name every file, how to install openai, as simple as possible, as easy as possible, apache server will be used
To create a website that uses OpenAI to ask and answer questions, we will need to use the following tools:
- HTML/CSS for the website layout and design
- Python for the backend code that interacts with OpenAI
- OpenAI API key for accessing the OpenAI GPT-3 language model
- Flask web framework for creating the web application
- Apache web server for hosting the website
File Structure:
index.html- This file will contain the website's HTML and CSS code.app.py- This file will contain the backend Flask code.requirements.txt- This file will list all the Python dependencies needed for our application.
Installation:
- Install Python and pip on your computer.
- Create a new directory for your project and navigate to it in the terminal.
- Install Flask and the OpenAI Python package using pip:
pip install Flask openai
- Create a new file called
app.pyin your project directory and paste the following code:
from flask import Flask, render_template, request
import openai
openai.api_key = "YOUR_API_KEY"
app = Flask(__name__)
@app.route('/')
def index():
return render_template('index.html')
@app.route('/ask', methods=['POST'])
def ask():
question = request.form['question']
answer = openai.Completion.create(
engine="text-davinci-002",
prompt=f"Q: {question}\nA:",
max_tokens=1024,
n=1,
stop=None,
temperature=0.5,
).choices[0].text.strip()
return render_template('index.html', question=question, answer=answer)
if __name__ == '__main__':
app.run()
- Create a new file called
index.htmlin your project directory and paste the following code:
<!DOCTYPE html>
<html>
<head>
<title>OpenAI Q&A</title>
</head>
<body>
<h1>OpenAI Q&A</h1>
<form method="POST" action="/ask">
<input type="text" name="question" placeholder="Ask your question...">
<button type="submit">Ask</button>
</form>
{% if question %}
<h2>Your question:</h2>
<p>{{ question }}</p>
<h2>Answer:</h2>
<p>{{ answer }}</p>
{% endif %}
</body>
</html>
- Save the
requirements.txtfile with the following contents:
Flask==2.0.2
openai==0.10.0
- Run the following command in the terminal to start the Flask app:
export FLASK_APP=app.py
flask run
- Open your web browser and navigate to http://localhost:5000 to view the website. You should now be able to ask a question and get a response from OpenAI.
Note: Replace YOUR_API_KEY with your actual OpenAI API key in app.py. You can get an API key by signing up for OpenAI at https://beta.openai.com/signup/.
Congratulations, you have just created a simple Q&A website using OpenAI and Flask!
原文地址: https://www.cveoy.top/t/topic/g39 著作权归作者所有。请勿转载和采集!