AI Deep Dive Edition – Cloud Technical Series

This is a great resource to visit to dive deep on the Gen AI advanced topic: https://cloudonair.withgoogle.com/events/apac-cts-ai-2025

ASIA PACIFIC – Cloud Technical Series

AI Deep Dive Edition

Build your technical know-how through an immersive exploration of Generative AI and Gemini AI models. Packed with cutting-edge generative AI technologies to help you build a new generation of powerful apps including technical deep-dives in the art of prompt engineering, building intelligent AI agents, harnessing the full potential of Vertex AI, and more. Join us to up-level your AI skills and accelerate your career in the fast-growing field of AI. January 23, 2025 10:35 AM – 3:10 PM GMT+8

What are the topics that you would like to understand?

Vertex Gemini: Prompting and Evaluation Recipes for Solutions Architects
Deep dive into the art of effective prompting with Gemini AI models. Join our experts to gain insights into crafting powerful prompts, understanding design principles for Gen AI solutions with Vertex Gemini models, and learn how to rigorously evaluate prompt performance.

Vertex Gemini: Multimodal Mixology with Long Context Windows
Dive even deeper into the art of prompting Gemini AI models: Explore how to craft prompts for Gemini’s multimodal and long context window (2M tokens) capabilities, including: image, video, audio, and PDF inputs, and long form document and long video analysis, and what to consider when trying to decide between a RAG approach and a long context window approach for the same use case.

Beyond Chatbots: The World of AI Agents
AI agents are rapidly transforming how we interact with technology and the world around us. In this session, we’ll delve into the capabilities and potential of AI agents beyond chatbots, explore the following topics:

• The Building Blocks of AI Agents
• Agent Architectures
• LangChain in Action
• LlamaIndex for Information Retrieval
• Function Calling for Dynamic Interaction
• Low code

Building Custom RAG Pipelines with Vertex AI: A Deep Dive into the RAG Playground
RAG (Retrieval Augmented Generation) Playground is an open source solution for experimenting with and evaluating RAG pipelines on the Vertex AI platform. Learn how to customize pipelines by selecting and configuring ingestion, retrieval, and generation components from various first-party and third-party options.

We’ll highlight features such as side-by-side pipeline comparisons that help inform decision-making, as well as the platform’s expandability for integrating new RAG components. This session is a must for developers, data scientists, and AI enthusiasts looking to deepen their understanding of RAG technology.

Featured Demo: Gemini in BigQuery – your data sidekick in action
Tired of wrestling with complex SQL queries and endless data wrangling? Witness the future of data analysis in this live Demo session! We’ll showcase how Gemini in BigQuery empowers data engineers and analysts to effortlessly explore data, extract insights, and make data-driven decisions faster than ever before.

Unlock AI & Cloud: Intro to Gen AI & Gemini for Google Cloud
Embark on the AI Skills Quest and unlock the transformative potential of generative AI. In this session, we’ll kickstart the program with an introduction to generative AI for developers and the applications of Gemini in Google Cloud. Discover how to generate new data like text, images, code and learn how Gemini’s chat interface can revolutionize your cloud workflow.
The AI Skills Quest offers three skill badges and expert guidance to help you:

• Grasp the fundamentals of generative AI.
• Utilize Google’s powerful generative AI dev tools.
• Get hands on with Gemini’s cloud and coding features
• Accelerate your career in the fast-growing field of AI