Q&A based on docs and pre-defined answers

Vava · 2022-02-04T06:06:13.718Z

Hi!

I’m wondering if I could use GPT-3 for my usecase.

My goal is to create a “support chatbot” based on both:

A set of docs
History of previously answered questions

From what I’ve gathered I could either fine tune my own model with my set of docs or I could use the /answers enpoint with the set of previously answered questions. Is there a way to combine these two? Can I for example give the previously answered questions as documents for the fine tuning?

The docs and the questions span a variety of topics.

Vava · 2022-02-04T07:21:34.682Z

Thanks for the response!

m-a.schenk:

Interesting to carefully assess the performance as your past history probably already contains your documents.

Yes there probably are a lot of similarities. Have to see how the model would perform with the questions and without.

m-a.schenk:

Maybe you can also consider embeddings for your task.

Thanks for the tip! I’ll have to do a bit of reading on embeddings.