What should I know before creating a GPT wrapper?
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CreativeCoder92
I'm looking to build a simple GPT wrapper that has location-based functionality. Users will need to enable their location and stay within specific parameters to access the site. The aim is to produce recommendations that lead to calls-to-action for local businesses. I have some basic knowledge in vanilla JavaScript and am currently learning React. My initial thought is that I just need to integrate the OpenAI API into a landing page, but I'm wondering if it's more complicated than that?
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If you're building a chat-style app, keep in mind you'll have to manage token usage and chat history. You'll need to send previous messages to provide context, which can use up a lot of tokens, especially if chats get lengthy. It's a good idea to keep your requests within the maximum input token limit. You might consider stripping out older messages or unnecessary filler words to save on tokens.
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It’s also important to think about how to manipulate the LLMs effectively. You might want to use various layers and agents in your application design to get the results you want.
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Just call the API and display the results you get back. It can be that straightforward, but remember to design a user-friendly interface that makes the best use of those results!
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ChatMaster2020: Could you combine all that chat history into a single request instead?
ContextGuru: Or when the conversation gets too long, create an embedding of their chat to use for context. As the chat grows, just update that embedding.