Build your RAG with Gemma and n8n

Time
2025年8月09日 13:30 ~ 14:00
Speaker
徐方繹, Kevin
Room
AU
Collaborative Notes
https://hackmd.io/ByZf65-_xe
MandarinElementary
Google Developer Party

Abstract

Module 1: The Golden Combination of Automation × AI × Real-time Communication [📌] Why do we need automation? From Repetitive Labor to Intelligent Assistants [🤔] What are n8n, Gemma, and RAG? A basic introduction that even a novice can understand in a second. [⚡️] The goal of this course: to build a data-aware, responsive, and learning Telegram robot.

Module 2: n8n First Experience - Building an Automated Process from 0 to 1 [🔨] 10 Minutes to Get Started: Basic n8n Concepts and Interface Operation [🛠] Hands-on: Telegram for the first time! ▸ Create a Telegram Bot and connect to n8n ▸ Setting up commands and replying to basic messages [📤] Basic Logic of Trigger and Action Action [🌍] Simple Comparison of Local Installation vs Cloud Service

Module 3: Getting to Know Gemma × RAG - Letting AI Help You Think and Search [🌟] What is Gemma? How to Call Gemma Chat/Q&A via APIs [🔎] What is RAG (Retrieval-Augmented Generation)? ▸ Simple: prepare your own database + AI finds the answers for you! [📚] Build your own knowledge base (upload PDFs, notes, FAQ sets) [🧠] How do I get Telegram to read this knowledge? Step-by-step instructions

Module 4: Creating Your Own Telegram Smart Assistant [🛠] Basic Chatbot → Let the Bot answer a specific question. [🔍] Access the RAG Knowledge Base → look up data, automatically answer new questions [🖇] Multi-function extension → push alerts, announcements, and automatic question collection with one click (Notice: The English content is automatically translated and may contain inaccuracies or misinterpretations. Please refer to the original version for the most accurate information.)

About the Speaker

徐方繹

徐方繹

Fngi專長GenAI 應用與資安技術整合,具多年金融業與區塊鏈資安實務經驗,涵蓋 雲端、 合規、技術與治理。近年專注於 RAG 架構導入,希望結合 Gemini 與 n8n 打造低門檻、可複製的知識應用流程,實際應用於客服問答、資安知識查詢等場景。超過十年投入開源社群與技術推廣,現任GDG Taipei月會負責人, 兼任 GDG 「Build with AI」講者,推動企業內訓與跨部門落地實作。此外也經營技術內容,涵蓋 GCP/AWS、Gemini/Gemma、n8n 自動化與 AI 資安實戰,致力於幫助開發團隊用得懂、部署快、顧得了風險。 常在GDG Devfest, COSCUP, MOPCON, INFOSEC, ISC2, 資安大會等大型研討會分享與發表.

Kevin

Kevin

AI GDE GDG Taipei Organizer