A Brief Introduction to Generative AI Engineer: A Guide for Rubyists
Wen Tien Chang • December 16, 2023 • Taipai, Taiwan • Chinese • Talk

#rubyconftw 2023

淺談 Generative AI Engineer: 給 Rubyist 的上手指南 / A Brief Introduction to Generative AI Engineer: A Guide for Rubyists

在這場分享中，我們將新定義 Generative AI Engineer (生成式 AI 工程師) 這一新興職位。除了 LLM 模型本身之外，要真正開發 AI 應用，我們還需要面對許多的挑戰和工作。隨著開發 AI 應用的門檻逐漸降低，許多原先沒有 AI 背景的應用軟體工程師，現在也能透過呼叫 LLM API 轉型成為 AI 工程師，不再需要從零開始學習訓練機器學習模型，而是專注在 Prompt Engineering (提示工程) 和開發各種 AI 應用，如 Chatbot、Retrieval Augmented Generation(RAG)、Vector Search、Agents 和 OpenAI Function Calling 等。歡迎一起探索這個新時代的 AI 工程師角色。

In this talk, we redefine the emerging role of Generative AI Engineer. Beyond just the LLM itself, developing AI applications presents many challenges and tasks. Now software developers can build AI apps by using LLM APIs and don’t have to start learning machine learning from the beginning. We can focus on Prompt Engineering, Retrieval Augmented Generation(RAG), Vector Search, Agents, and OpenAI Function Calling. Join us in exploring the role of AI engineers in this new era.

RubyConf Taiwan 2023