So in this detailed video we are going to see very interesting advanced tips regarding the Lamb-smith
platform, for example.
Deploying multiple versions of the LM app to production and monitor performance.
You can.
So how to do that?
How to deploy multiple versions of your application to production and monitor the performance of these
multiple versions.
So you can route percentages of the traffic to different versions of your application in production.
Or you can route all the traffic to just one production app and clone that traffic in a shadow pipeline
with a different version.
Super interesting.
Okay, so just one quick tip about that.
Second, what LM models can you use with Lang Smith?
In principle, the Lang Smith team tells us that you can work with any LM model.
Third tip, can you use Lang Smith if your LM application is not developed using Lang Chain again?
Yes.
You have different ways to use Lang Smith via the API and via the SDK, Python or TypeScript.
Just a reminder, we said this before, but I think it's interesting to remark this to highlight this.
Next, can you use Lang Smith with a multimodal application?
This is.
This is super interesting.
And, uh, we are you will see that we are going to include, uh, a section about this later.
Uh, so can you use Lang Smith with multimodal applications?
Lang Smith is starting to experiment with this.
It currently works with ChatGPT for vision.
Super interesting because I bet we are going to see a lot of multimodal applications in the coming months.
So it's very good to know that Lang Smith is preparing for that.
And finally, how to deploy your project to Lang Serve.
Just a reminder, this option is in beta and only available for plus, plus and enterprise versions.
Okay, so you can do it is still in beta and it is only available for the Plus and Enterprise versions.
Remember that we are going to see this in detail in the next lesson, but a Lang Smith currently has
three versions the developer, the plus, and the enterprise.
The developer is the free version.
And this option, uh, the one click deployment in Lang Serve is just available for the two higher versions,
plus an enterprise.
Okay.
And it's still in beta, but the Lang Smith team tell us that a they are going to invest in this, uh,
feature.
And I, I expect to have it ready and better very soon.
Okay.
In the next in the next lesson we are going to talk about some guides and recommendations that the Lang
Smith team has shared with us and I think are very interesting to know.
So let's see that in the next lesson.