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
22:42 Final Thoughts and Conclusion
Show Notes: