Chain of Thought | AI Agents, Infrastructure & Engineering | Got Agents? Agentic Workflows & Architecture

Got Agents? Agentic Workflows & Architecture | Weaviate, Unstructured & CrewAI

November 13, 2024 / 31:17/S1 E2

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. Chain of Thought is hosted by Conor Bronsdon.

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