{"type":"rich","version":"1.0","provider_name":"Transistor","provider_url":"https://transistor.fm","author_name":"Chain of Thought | AI Agents, Infrastructure & Engineering","title":"Got Agents? Agentic Workflows & Architecture | Weaviate, Unstructured & CrewAI","html":"<iframe width=\"100%\" height=\"180\" frameborder=\"no\" scrolling=\"no\" seamless src=\"https://share.transistor.fm/e/d35a1ff1\"></iframe>","width":"100%","height":180,"duration":1877,"description":"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?\r\nJoin 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. \r\nFrom data management tips to generative feedback loops, this episode is your essential guide to operationalizing agents effectively. \r\n\r\nChapters:\r\n00:00 Defining AI Agents\r\n01:16 Components of Agentic Architecture\r\n02:16 Challenges and Solutions in Agent Deployment\r\n03:58 Data Management and Quality Issues\r\n05:23 Operationalizing Agents in Production\r\n06:56 API and Security Considerations\r\n09:04 Multimodal Information and Agentic Workflows\r\n12:42 Future of Agentic Workflows\r\n20:20 Best Practices for Agentic Strategies\r\n25:30 Generative Feedback Loops\r\n28:29 Agentic Evaluations\r\n\r\nFollow:\r\nYash Sheth: https://www.linkedin.com/in/yash-sheth-\r\nBob van Luijt: https://nl.linkedin.com/in/bobvanluijt\r\nBrian Raymond: https://www.linkedin.com/in/brian-s-raymond\r\n⁠⁠⁠⁠⁠⁠⁠João Moura: https://br.linkedin.com/in/joaomdmoura\r\n\r\nShow notes:\r\n⁠⁠⁠Watch all of Productionize 2.0: https://www.galileo.ai/genai-productionize-2-0","thumbnail_url":"https://img.transistorcdn.com/opYb_ogIEF0JJPpA1L13NhLPore7cUzGtcL8Okdgfg4/rs:fill:0:0:1/w:400/h:400/q:60/mb:500000/aHR0cHM6Ly9pbWct/dXBsb2FkLXByb2R1/Y3Rpb24udHJhbnNp/c3Rvci5mbS81YjBh/ODMzMTY3ZjQ0MjBj/YTE1ODMwYTZlNDgx/Mjc2Mi5qcGc.webp","thumbnail_width":300,"thumbnail_height":300}