LLMOps

Operate LLM applications in production — evals, prompt versioning, and observability.

advanced 🏭 MLOps & LLMOps

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After this skill you can…

Set up LangSmith or Langfuse for LLM tracing
Version and test prompts in a CI pipeline
Monitor token costs, latency, and quality metrics

Prerequisites

Model Monitoring

Learn this skill (10 videos)

GKE Inference Reference Architecture, Your Blueprint for Production-Ready Inference

Google Cloud Tech · advanced

Founding, Funding, and the Future of MLOps // Mihail Eric // MLOps Podcast #200

MLOps.community · intermediate

Who's MLOps for Anyway? // Jonathan Rioux // MLOps Podcast #261

MLOps.community · intermediate

Generative AI Governance Emerging // Sophia Rowland // MLOps Podcast #247 clip

MLOps.community · beginner

Extending AI: From Industry to Innovation // Sophia Rowland & David Weik // MLOps Podcast #247

MLOps.community · intermediate

Best LLMOps Tools #ai #llmops #langsmith #shorts #shortsvideo #youtube #youtubeshorts #aishorts #llm

AI Anytime · intermediate

W&B's LLMOps London event on April 20, 2023

Weights & Biases · beginner

Live stream: W&B's LLMOps London event

Weights & Biases · beginner

Navigating the Emerging LLMOps Stack // Hien Luu // AI in Production Conference Lightning Talk

MLOps.community · intermediate

LLMOps: The Key to Scaling & Managing Large Language Models

Analytics Vidhya · beginner