AI agents have quickly emerged as the next ‘hot thing’ in AI, but what constitutes an AI agent and do they live up to the hype? Join Brian Raymond, founder & CEO at Unstructured.io, Bob van Luijt, co-founder & CEO at Weaviate, and João Moura, founder at crewAI as they discuss the shift to agentic workflows, dissect their architecture, and tackle real-world challenges in agent deployment. From data management tips to generative feedback loops, this episode is your essential guide to operationalizing agents effectively. Chapters: 00:00 Defining AI Agents 01:16 Components of Agentic Architecture 02:16 Challenges and Solutions in Agent Deployment 03:58 Data Management and Quality Issues 05:23 Operationalizing Agents in Production 06:56 API and Security Considerations 09:04 Multimodal Information and Agentic Workflows 12:42 Future of Agentic Workflows 20:20 Best Practices for Agentic Strategies 25:30 Generative Feedback Loops 28:29 Agentic Evaluations Follow: Yash Sheth: https://www.linkedin.com/in/yash-sheth- Bob van Luijt: https://nl.linkedin.com/in/bobvanluijt Brian Raymond: https://www.linkedin.com/in/brian-s-raymond ⁠⁠⁠⁠⁠⁠⁠João Moura: https://br.linkedin.com/in/joaomdmoura Show notes: ⁠⁠⁠Watch all of Productionize 2.0: https://www.galileo.ai/genai-productionize-2-0

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