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Chain of Thought

Got Agents? | Weaviate, Unstructured & crewAI

13 Nov 2024

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? 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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