Agentic Search 用于 Context Engineering
Hosted by Leonie Monigatti and Doug Turnbull
由 Leonie Monigatti 和 Doug Turnbull 主持
What you'll learn
您将学到什么
Why context engineering is 80% agentic search
为什么上下文工程是 80% 的 agentic search
Understand how retrieval evolved from passive RAG pipelines to agents that build their own context with search tools
理解检索如何从被动的 RAG 管道演变为使用搜索工具构建自己上下文的代理
The search tool landscape
搜索工具格局
Understand which search tools exist, how they work, and their trade-offs
了解哪些搜索工具存在、它们如何工作以及它们的权衡取舍
How to curate your agent's search tools
如何精选您的代理的搜索工具
Practical considerations for adding more search tools
添加更多搜索工具的实际考虑因素
Why this topic matters
为什么这个主题重要
Context engineering is 80% agentic search. Agents aren’t the passive recipients of context anymore. Today, they build it themselves. And the most important tools they have to do that are their search tools We'll cut through the current debate around filesystems, databases, and shell tools, and give you a practical framework for choosing the right search interface for your agent's actual needs.
上下文工程是 80% 的代理式搜索。代理不再是被动接收上下文。今天，它们自己构建它。而它们用来做这件事的最重要工具就是它们的搜索工具。我们将深入当前围绕文件系统、数据库和 shell 工具的争论，为您提供一个实用的框架来为您的代理的实际需求选择正确的搜索接口。
You'll learn from
您将向…学习
Doug Turnbull
Doug Turnbull
Search + Snuggie Enthusiast
Search + Snuggie 爱好者
In 2012, Doug got bit by the search bug and he's still trying to keep up. From full-text search, to Learning to Rank models, to search agents that generate their own code, he knows the overwhelming landscape first hand. Yet Doug still works to deeply understand the what / how / why, and help teams use these technologies practically, distinguishing hype from reality.
2012 年，Doug 被搜索虫咬了一口，他仍在努力跟上。从全文搜索，到 Learning to Rank 模型，到生成自己代码的搜索代理，他亲身经历了这个令人不知所措的领域。然而，Doug 仍然致力于深入理解 what / how / why，并帮助团队实际使用这些技术，区分炒作与现实。
He’s led search at Reddit, Shopify, and Wikipedia, authored Relevant Search and AI Powered Search, and advised 100+ organizations over the years - all in pursuit of the same question: how does search actually work?
他在 Reddit、Shopify 和 Wikipedia 领导搜索工作，著有 Relevant Search 和 AI Powered ...