Okay, so very quick notes about a function calling and OpenAI functions.
In my opinion, this is the area with most potential for LLM applications in startups, for example.
Because this is where you can invent new ways of doing things.
This is when this is where a engineers are going to apply, not just the technique, also the creativity.
So with OpenAI functions, you are adding functionality to the default functionality of ChatGPT.
It is extremely powerful.
But be careful because it can also be very expensive.
So you need to be very, very aware of the cost, uh, and how to control and monitor it.
We will talk more about that later.
But in my opinion this is a the area where the startup teams need to focus more because this is where
you can invent new things and new products.
If you are using Rag and other more solid and established techniques, you are in a very good position
to create, you know, applications for enterprise, for, for companies, etc., etc. but in this area
is where you can invent new things.
So it's especially interesting for startups also for other kinds of organizations and, and companies.
But startups, in my opinion, need to pay close attention to this section.
So we have provided you some exercises in the notebooks about this, but most of all, come here.
Come to the function calling section in the documentation.
And especially come here to this area where you can find examples demonstrating function call.
And this is where you are going to experiment.
If this is the area that uh, that is going to be the one for you.
Okay.
So my last comment regarding, uh, OpenAI API.
It is.
Very important to have it in mind.
Even when you decide to go with launching or lemme index with your applications.
Do not, uh, forget this, uh, documentation and think that this can be the way for you in many cases.
And let's pay close attention to how this, uh, platform evolves.
So let's pay close attention to how launching Llama Index and also the OpenAI API evolve because as,
as as we mentioned before, they are very, very, uh, they are playing in a very similar ground.
So let's see what happens in the, in the next future with them.