Which is the best way to generate passage using given words?

Prompting
1

Hello.
I’m developing a simple GPT app.
One of the requirements of the app is to provide a list of words and have GPT generate the output using those words.

The list of words is too vast to include in the prompt, and the list is user-selectable.

I thought the way to do this was to embed the list of words via VectorDB, but I don’t know if storing the list of words in VectorDB and searching it would give the intended result.

I would like to know what would be the best way to accomplish this requirement.

Thanks.

2

Hi and welcome to the Developer Forum!

Another user asked this exact question yesterday, if your list of words is very large then I do not see a practical way of achieving this, fine tuning will make the model use specific words but will not block others, embeddings are a way to look up semantically similar information and a list of words typically has no semantic meaning.

So I don’t see a way to do this, perhaps others may have a solution.