LangSmith Intro – Monitor and Debug Any AI App with LangSmith Traces and Metadata скачать в хорошем качестве

LangSmith Intro – Monitor and Debug Any AI App with LangSmith Traces and Metadata

In this video, we kick off the new series with LangSmith Intro – Monitor and Debug Any AI App with LangSmith Traces and Metadata, where you’ll see how to track, debug, and understand what’s really going on inside your AI apps — even if you’re not using LangChain or LangGraph. This is a beginner-friendly LangSmith tutorial that walks you through the basics of monitoring OpenAI-based apps. You’ll learn how to trace runs, inspect metadata, and spot performance bottlenecks. It’s a practical guide for anyone curious about how to monitor AI apps, how to make or build AI agents, and how LangSmith fits into the LangChain ecosystem. I get it—tech content takes time to research, code, and polish. If my videos have helped you save time, avoid headaches, or just made debugging less painful, a coffee would be highly appreciated! https://buymeacoffee.com/grabduck 00:00 – What is LangSmith and why it matters 01:00 – Building a Simple AI App: retriever, vector DB, OpenAI call — and the visibility problem 04:24 – Intro to LangSmith primitives: project, trace, run 06:12 – Connecting LangSmith: using @traceable and exploring runs in the dashboard 09:33 – Performance insights and latency analysis 10:53 – Inspecting run details: inputs, outputs, and auto-tracked metadata 11:15 – How to add your own custom metadata 12:48 – Adding runtime metadata dynamically 🌟 Related Courses & Tutorials • LangGraph Into – Want to explore more about creating agentic AI application using LangGraph? Check out other videos in this tutorial series!    • LangGraph Intro   💡 Explore More: Check out the GitHub repo with all the code we used in this session: https://github.com/esurovtsev/langsmi... #aidevelopment #aiintegration #aiprogramming ============================= Hi, I’m Evgeny, a freelance software engineer passionate about solving complex problems with technologies like Java, Kotlin, Spring Boot, TypeScript, Python, and Node.js. On this channel, you’ll find content centered around AI, search technologies, and security, with in-depth coding sessions and theoretical discussions to enhance your knowledge. Join me as we explore the latest innovations in backend development and beyond. ============================= Just Meditate It is our own mindfulness & design brand. Operated by ECONOR s.r.o., Czech Republic. Legal Notice: Operated by ECONOR s.r.o., Czech Republic This channel and website are intended for an international English-speaking audience.