Explore tips and tricks for leveraging OpenAI's Codex model to tackle coding challenges in this 38-minute conference talk from Microsoft Build 2022. Begin with an overview of GPT-3, Codex's predecessor, before delving into Codex's code generation capabilities. Learn effective strategies for eliciting accurate code from Codex, including an in-depth exploration of prompt engineering. Discover how to use Codex with BabylonJS for creating 3D scenes using natural language, and see a demonstration of teaching Codex with a Minecraft bot API. Gain insights into various Codex applications and future developments in finetuning for both OpenAI and Azure OpenAI.
Overview
Syllabus
Introduction.
Useful resources.
GPT3 demonstration.
Temperature parameter.
Codex demonstration.
Using Codex + BabylonJS to build 3D scenes using natural language.
Teaching Codex with a Minecraft bot API.
Codex applications.
Finetuning (OpenAI and Azure OpenAI roadmaps).
Closing Notes.
Taught by
Microsoft Developer
