Removal of context from PHP code

[orlyjamie]

Hi @unconv I noticed that in the following commit 066c33b you removed the context from the code in favour of using simply $msg as the context.

Was there something wrong with the old way?

How can I best provide context for the PHP app as I want users to be primed with some context.

[unconv]

Hi! In that commit I updated the code to use the new ChatGPT API (gpt-3.5-turbo model) instead of the text-davinci-003 model. The ChatGPT API is already primed so that it will answer programming questions formatted with Markdown, just like the real ChatGPT, so I don't need to give it any context in this case.

You can watch me make these changes in this video.

After this commit, you can set a system message in the settings.php file. This will provide context to the chatbot, in case you want it to answer in a specific way. You can watch this video where I make the chatbot create content on a WordPress website to get some ideas as to how you can prime the chatbot.

[orlyjamie]

Thanks @unconv cleared that up for me!

I have two more questions.

1. Does this support multiple system messages stacked or in an array?
2. Have you experimented with fine-tuning? I'd love to be able to select one of my fine-tune models in the settings.php

[unconv]

I think there can only be one system message. Not sure why you would like to add more than one, anyway. You can always add more content to the system message.

There does not seem to be much difference between setting a system message and just sending a regular message, though. So you can change the style of answer also by your own messages (which is also why you need to worry about "prompt injection")

I haven't tried fine-tuning yet, but it does sound interesting. When I do, I might add a possibility to use the fine-tuning models in the settings. Good suggestion!