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Got Agents? | Weaviate, Unstructured & crewAI
Manage episode 451168132 series 3617425
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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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