The Sched app allows you to build your schedule but is not a substitute for your event registration. You must be registered for KubeCon + CloudNativeCon + Open Source Summit + AI_Dev China 2024 to participate in the sessions. If you have not registered but would like to join us, please go to the event registration page to purchase a registration.
Please note: This schedule is automatically displayed in Hong Kong Standard Time (UTC +8). To see the schedule in your preferred timezone, please select from the drop-down menu to the right, above "Filter by Date." The schedule is subject to change and session seating is available on a first-come, first-served basis.
亲临现场
2024年8月21-23日
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Sched应用程序允许您创建自己的日程安排,但不能替代您的活动注册。您必须注册参加KubeCon + CloudNativeCon + Open Source Summit + AI_Dev China 2024,才能参加会议。如果您尚未注册但希望加入我们,请访问活动注册页面购买注册。
In day-to-day work, both SREs and developers often struggle when working with the observability tools like Prometheus, mainly due to the complex PromQL syntax and disorganized metrics. This talk will showcase how to build Agent. It will have the ability to think, act, and analyze like a human, and it will solve user issues through conversation. This talk presents two main standout ideas: 1. Leveraging RAG technology, it performs multi-path retrieval from local metric knowledge, Prometheus API, Request Logs, and public domain knowledge to produce a consolidated answer. 2. Using the ReAct method, it engages in multi-round dialogues to refine and generate the correct PromQL, call api, and render the dashboard return. This talk, we hope the audience will learn: 1. How to integrate LLM effectively within the observability space. 2. The steps to create an easy-to-use and practical Prometheus AI Agent. 3. Gain experience and insights from practical examples of the Prometheus AI Agent.