LLMs without the Hype — How to Leverage LLMs as a Software Developer
'LLMs without the hype' is a concise guide for software developers on building applications with Large Language Models (LLMs). We will cover effective prompting for optimal model output, retrieval-augmented generation for context-rich responses, the integration of vector databases for rapid data retrieval, and strategies for running LLMs locally to enhance performance and data privacy. The session is designed to provide developers with actionable techniques for utilizing LLMs in application development, cutting through the noise to focus on pragmatic approaches.
Target Audience: Software Developer, Engineering Manager, Product Manager
Prerequisites: None, I will explain the basics
Level: Basic
Felix Müller is a seasoned developer and software architect who strives to make complex technical concepts accessible. Working at Stack Overflow, he navigates the forefront of Large Language Models (LLMs) with a focus on backend systems, harnessing the JVM and C#/.NET framework, along with a proficiency in Python. With a passion for knowledge-sharing, Felix excels at breaking down advanced topics into understandable lessons, bridging the gap between cutting-edge technology and practical application.
