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Okay.

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So let's talk about what is coming to the Lamb-smith platform.

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What are the next features?

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And uh, let's, uh, dig a little bit, uh, into each of them.

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So one of the interesting features that is coming is support for regression testing.

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This means closer integration with a CI, CD pipelines.

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So you can run lamb-smith tests in GitHub actions or GitLab, etc..

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So this can be very interesting.

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And also they want to make it very simple for people to make corrections on scores that were submitted

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by LM evaluators.

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This can be super interesting if you can run Lang Smith test in GitHub actions or GitLab, etc. so keep

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this in mind.

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Second, online evaluation.

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On a sample of production data, we will be able to configure an online evaluator in a very simple manner.

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Next better filtering and conversation support.

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Now you can do it with metadata filters, but in the future, Language myth will have a more simple

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and intuitive way of filtering traces from chat conversations.

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Interesting because chat conversations are very, very frequent in our applications.

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Easy development of applications with hosted land serve.

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We already talk about this.

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And finally, enterprise features to support the administration and security needs for our largest,

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largest customers.

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Permissioning, for example, who in the team has permission to make annotations?

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Okay, so I, I wonder if a the language myth team is going to be focusing on the enterprise customers,

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or in the small and mid-sized customers.

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Let's see what happens in the in the following months.

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So.

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We have.

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We have covered a lot in this block.

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We have seen Lang Smith in depth from zero to advanced operations.

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I think this is one of the most complete.

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Courses you have seen on Lang Smith until now, so we will try to keep you informed on any new thing

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in the future.

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And in the next block we are going to see the Lang Smith versions, and after that we will see Lang

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Smith in action in a basic project and also in a professional project.

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So stay tuned because next lessons are going to be very, very interesting as well.