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Optimizing Agentic AI Workflows - Metrics-Driven Evaluation with W&B Weave and NVIDIA

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Overview

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Learn to build, debug, and optimize agentic AI workflows where large language models drive multi-step reasoning and tool use in this conference talk from Fully Connected London. Discover how W&B Weave and the NVIDIA NeMo Agent Toolkit enable transparent, metrics-focused development of agentic applications through practical demonstrations by Rita Fernandes Neves, Sr. Solutions Architect at NVIDIA. Explore workflow instrumentation, evaluation, and visualization techniques across structured operations and open-ended research assistants. Master YAML-driven configuration, automated and human-in-the-loop evaluation methods, and intuitive dashboarding to benchmark models, diagnose bottlenecks, and iteratively refine AI agents for enhanced reliability and performance.

Syllabus

Optimizing agentic AI workflows: Metrics-driven evaluation with W&B Weave and NVIDIA - FC London '25

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Weights & Biases

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