© The Author(s), under exclusive license to APress Media, LLC, part of Springer Nature 2024
A. KansalBuilding Generative AI-Powered Appshttps://doi.org/10.1007/979-8-8688-0205-8_7

7. Monitoring

Aarushi Kansal1  
(1)
Melbourne, Australia
 

In Chapter 6, you learned how to fine-tune Llama 2 with using LoRA, a technique to make your model knowledgeable in a new domain, one it hasn’t specifically been trained on.

In this chapter, you’re going to learn monitoring, testing, debugging, and tracing LLM-powered applications using LangSmith. This is an end-to-end observability platform from the creators of LangChain, designed to facilitate creating reliable, explainable, debuggable applications.

You’ll learn how to make your debugging and testing during the development ...

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