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In this hands-on demo, see how Agent Bricks makes it easy to build high-quality, production-ready AI agents—without wrangling infrastructure or writing complex code. We’ll walk through how to: Build a knowledge assistant for an R&D team to query PDFs of energy drink formulas Evaluate performance automatically using MLflow traces and custom metrics Improve answers with natural language feedback using agent learning—no retraining needed Orchestrate expert agents from multiple departments (R&D, marketing, finance) into a multi-agent supervisor that can answer your CEO’s toughest questions, like “What flavor should we launch next?” You’ll learn how to unify unstructured data, automate evaluation, and streamline agent tuning—all from a simple declarative interface. :chart_with_upwards_trend: From one agent to a full AI system, Agent Bricks lets you build fast, iterate faster, and scale with confidence. :link: Learn more at databricks.com/product/artificial-intelligence/agent-bricks