Retrieval as a Tool, Not a Destination – with Clare from AWS
Автор: Striim
Загружено: 2025-07-17
Просмотров: 90455
Описание:
In this episode of What’s New in Data, we’re joined by Clare from AWS to dig into the evolving role of retrieval in modern AI systems. Clare unpacks why retrieval shouldn’t just be thought of as a technique to get documents — it’s a strategic tool that can unlock smarter, more adaptive agents.
We also explore how AWS is thinking about orchestration, what actually counts as “reasoning,” and why the real power lies in combining structured memory with real-time context. If you’re building with agents, this one’s packed with insight.
:link: Show Notes
:bulb: Get started with Strands Agents: https://github.com/strands-agents
Follow Clare on LinkedIn: / clareliguori
00:00 - Intro: What’s New in Data with Clare from AWS
01:45 - How AWS Approaches AI Agent Architectures
06:20 - Why Retrieval Is a Tool, Not the Goal
10:40 - Building for Reasoning vs. Multi-Hop Chaining
14:25 - Challenges in Orchestration and Planning
18:05 - The Role of Memory and Context in Agents
22:15 - What Developers Should Focus on First
26:10 - Clare’s Advice to Builders in the AI Space
30:00 - Getting Started with Strands Agents
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