Find out how ZachXBT traced the donation here:https://t.co/19Q2rACiTe ...

RT Avi Chawla (@_avichawla)A Python decorator is all you need to trace LLM apps (open-source).Most LLM evals treat the app like an end-to-end black box.But LLM apps need component-level evals and tracing since the issue can be anywhere inside the box, like the retriever, tool call, or the LLM itself.In @deepeval, you can do that with just 3 lines of code:- Trace individual LLM components (tools, retrievers, generators) with the "@ observe" decorator.- Attach different metrics to each part.- Get a visual bre ...

If you found it insightful, reshare it with your network.Find me → @_avichawlaEvery day, I share tutorials and insights on DS, ML, LLMs, and RAGs.Avi Chawla (@_avichawla):A Python decorator is all you need to trace LLM apps (open-source).Most LLM evals treat the app like an end-to-end black box.But LLM apps need component-level evals and tracing since the issue can be anywhere inside the box, like the retriever, tool call, or the LLM itself. https://t.co/dWXyJb3DNs ...

A Python decorator is all you need to trace LLM apps (open-source).Most LLM evals treat the app like an end-to-end black box.But LLM apps need component-level evals and tracing since the issue can be anywhere inside the box, like the retriever, tool call, or the LLM itself.In @deepeval, you can do that with just 3 lines of code:- Trace individual LLM components (tools, retrievers, generators) with the "@ observe" decorator.- Attach different metrics to each part.- Get a visual breakdown of what’s working an ...

Hello, my name is Robert and I'm an engineer at Langjang. Welcome to our intro to Langmith. Langmith is an observability and evaluation platform for AI applications.And today we'll be using Langmith to peak under the hood of application that we've made using a feature called tracing. Let's get started. To use Langmith, the first thing you need to do is create an account.I've already connected my Google account, so I'll be using that. Once you've logged into Langmith, you should see a screen that looks like ...

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