Building a Chatbot Using GPT-4: Types and Considerations
Building a chatbot using GPT-4 can be an exciting undertaking for organizations or individuals looking to incorporate a chatbot into their proprietary applications. However, before deciding to build a chatbot, it's important to consider the type of chatbot you want to create. The process of building a chatbot can be categorized into five types, and each type requires different considerations.
Chatbot Type 1: Humorous Chatbot
If you're looking to build a chatbot that entertains users with humorous sentences, like the example below, using GPT-4 can be relatively simple.
However, relying solely on GPT-4 to answer user questions can be risky, as the language model may give false information with confidence. It's important to consider injecting your own information into the chatbot, especially if you're building a custom Q&A chatbot that uses proprietary information to answer user questions.
Chatbot Type 2: Custom Q&A Chatbot
To build a custom Q&A chatbot, you'll need to inject your own information into the system prompt to GPT-4. However, there are limitations to this approach, including the risk of incorrect information being provided to users when there is no match in the FAQ list. Additionally, the scalability of this approach is limited, as GPT-4 has a maximum limit of taking in 8192 tokens, which is approximately 200 Q&A pairs.
To build a scalable and useful custom Q&A chatbot, it's important to consider a real-time monitoring system to track when the chatbot fails to answer user questions and provide options for the user to continue the conversation or receive a notification. It's also important to consider implementing a system that allows for ongoing updates to the chatbot without interrupting ongoing conversations.
Chatbot Type 3: Interview Chatbot
Another type of chatbot that can be built using GPT-4 is an interview chatbot, which can be used for social research studies, personality assessments, and job interviews. However, the process of building an interview chatbot requires careful consideration of design decisions, such as the list of interview questions, how to handle user responses, and how to provide feedback to the user.
Conclusion
In summary, building a chatbot using GPT-4 can be an exciting and useful undertaking, but it requires careful consideration of the type of chatbot you want to create and the design decisions necessary to create a scalable and useful chatbot.
