PyCon AU 2024

Wen Jie Teo

Throughout my tenure as a software engineer, technical lead, and engineering manager, I have navigated through public and private sectors, and fast-paced startups. Along this journey, I have delved into a broad spectrum of technologies from mobile and web, to data pipelines, cloud infrastructure, and automations. As a developer advocate at MongoDB, I would like to help fellow engineers make better design decisions with not just theoretical knowledge, but also a pragmatic mindset. On any typical day, you might catch me lost in thoughts with a cup of coffee in my hands.


Session

11-25
09:30
180min
Mastering RAG & Unlocking AI Potential: Build a RAG system using Python, Open-source LLMs & MongoDB Atlas
Wen Jie Teo

In this workshop, we will build a ChatBot based on Retrieval Augmented Generation (RAG). The ChatBot will leverage MongoDB Atlas, embedding models, Large Language Models (LLMs) to generate contextualized answers and textual content in accordance to users’ queries based on publicly available sources.

Main Conference
Chancellor 4 at the Grand Chancellor Hotel