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Explore how to build production-grade knowledge agents that automate document workflows in this 33-minute conference talk by Jerry Liu, Co-founder and CEO of LlamaIndex, presented at Databricks. Learn about the highest-value knowledge agent use cases being deployed across enterprises, including multi-step document research, automated document extraction, and report generation. Discover the core architectural components required for knowledge management and agent orchestration to successfully implement these use cases. Understand the technical concepts behind moving beyond basic chatbots to create AI systems that can handle complex unstructured data workflows. Gain insights into the return on investment potential when deploying these knowledge automation solutions in production environments, and learn how to overcome common challenges AI engineers face when building enterprise-grade document processing agents.
