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Evaluating AI Agents https://WebToolTip.com Published 5/2025 MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch Language: English | Duration: 1h 5m | Size: 1.1 GB Master quality, performance & cost evaluation frameworks for LLM agents using Patronus, LangSmith tools What you'll learn Explain the core components of AI agents (prompts, tools, memory, and logic) and how they work together to accomplish tasks Build a simple AI agent from scratch using Python and modern AI frameworks Design comprehensive evaluation metrics across quality, performance, and cost dimensions Implement effective logging systems to track agent metrics in real-time Conduct systematic A/B testing to compare different agent configurations Use specialized tools like LangSmith, Patronus, and PromptLayer to trace and debug agent workflows Set up production monitoring dashboards to track agent performance over time Make data-driven optimization decisions based on evaluation insights Requirements Basic understanding of Python programming Familiarity with AI/ML concepts is helpful but not required No prior experience with AI agents is necessary - we'll cover the fundamentals
Filename Size ~Get Your Files Here !/1 - Introduction/1 -Introduction.mp4 45.7 MB ~Get Your Files Here !/1 - Introduction/2 -What Are AI Agents.mp4 26.4 MB ~Get Your Files Here !/1 - Introduction/3 -Agent & LLM Evaluations 101.mp4 112.2 MB ~Get Your Files Here !/1 - Introduction/4 -Building Blocks of AI Agents.mp4 30.1 MB ~Get Your Files Here !/1 - Introduction/5 -Why Evaluate AI Agents.mp4 31.3 MB ~Get Your Files Here !/1 - Introduction/6 -Build a Simple AI Agent (Hands-on).mp4 172.1 MB ~Get Your Files Here !/2 - How to evaluate your Agents/1 -Evaluation Metrics for your Agents.mp4 34.6 MB ~Get Your Files Here !/2 - How to evaluate your Agents/2 -Designing Agent Metrics.mp4 37.7 MB ~Get Your Files Here !/2 - How to evaluate your Agents/3 -Popular tools for Agent Evaluation.mp4 172.1 MB ~Get Your Files Here !/2 - How to evaluate your Agents/4 -Implementing Patronus Evaluation for our Agent.mp4 110 MB ~Get Your Files Here !/3 - Advanced Evaluation Techniques/1 -Tracing & Observability.mp4 123.6 MB ~Get Your Files Here !/3 - Advanced Evaluation Techniques/2 -LLM as a Judge.mp4 98.5 MB ~Get Your Files Here !/3 - Advanced Evaluation Techniques/3 -Structural Evaluations.mp4 114 MB ~Get Your Files Here !/3 - Advanced Evaluation Techniques/4 -Summary.mp4 23.7 MB ~Get Your Files Here !/Bonus Resources.txt 70 B