Flashcards on Creating a Website with Chatbot using GPT
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What is GPT?
GPT stands for Generative Pre-trained Transformer.
What is a chatbot?
A chatbot is a computer program designed to simulate human conversation.
What is the purpose of GPT in a website with chatbot?
GPT is used to generate responses for the chatbot based on user input.
What programming language can be used to create a website with GPT chatbot?
Python is commonly used for developing websites with GPT chatbots.
What are some popular frameworks for building websites with chatbots?
Some popular frameworks include Django, Flask, and Node.js with Express.
What is an API?
An API (Application Programming Interface) is a set of rules and protocols for building software applications.
How can you integrate a GPT chatbot into a website?
You can integrate a GPT chatbot using the GPT API and the web development framework of your choice.
What are some considerations for designing the user interface of a chatbot?
Considerations include simplicity, clear instructions, and intuitive user interactions.
What are some techniques for improving the performance of a GPT chatbot?
Techniques include fine-tuning the model, limiting response length, and optimizing backend infrastructure.
How can you ensure data privacy and security in a GPT chatbot?
Ensure secure transmission and storage of user data, implement user authentication, and follow best practices for data handling.
What are some ethical considerations when deploying a GPT chatbot?
Ethical considerations include bias in training data, monitoring for harmful or inappropriate content, and transparency with users about the use of AI.