Chat with Me and Get the PromQL You Want

Explore a solution for simplifying Prometheus monitoring through a conference talk that introduces an innovative chatbot powered by Large Language Models (LLMs). Learn how this tool converts natural language into PromQL queries, addressing the challenges faced by non-SRE developers, managers, and product managers when working with Prometheus. Discover the process of optimizing LLMs using local knowledge bases and prompt engineering techniques to meet specific requirements. Witness a demonstration of this efficient alternative that eliminates the need for extensive documentation reading or metric meaning queries, providing SREs and developers with an accurate and user-friendly approach to retrieving desired monitoring data from Prometheus.

Chat with Me and Get the PromQL You Want - Kunyi Chen, Alibaba Cloud