Hands-on Workshops: AI Prompt From Basics to Automation 🚀+ Multimodal RAG with ollama & Milvus
Together with AWS Vietnam, Plantis.AI (creator of AI BuildCamp), and Viet Engineers Stories, we're excited to invite the community of AI enthusiasts, aspiring AI engineers, and AI practitioners to a learn AI by doing via 2 hands-on workshop on Saturday 5th April 2025 at AWS Vietnam office.
These workshops aim to cut through the noise of AI hypes to help you understand what are truly important for you to learn, offering attendees a unique opportunity to learn from industry leaders and people who really built and operated AI & ML systems in production.
See our previous work here:
Interview with Tony Dinh - the solopreneur who made $1million ARR with his TypingMind product
The first workshop focused on the foundation of AI Agents: prompt engineering!
Language of this workshop: Vietnamese
Pre-requisites for the Hands-on Workshop:
To make the most of this workshop, please ensure you have the following:
💻 Your Own Workstation: Bring your laptop!
🐍 Python Programming Experience: Some familiarity with Python is essential.
Workshop Agenda:
(All times are in local Vietnam time - Consider adding the timezone (e.g., GMT+7) for clarity)
8:00 AM - 9:00 AM: Check-in & Networking ☕🤝
Arrive, grab some coffee, and connect with fellow attendees and speakers.
09:00 AM - 09:10 AM: Welcome & Introductions 👋
A brief welcome from the organizers, setting the stage for the day.
09:10 AM - 10:40 AM: Prompt Optimization: From Fundamentals to Advanced Techniques 🚀
Speaker: Thai Tang (Former Lead ML Engineer at MoMo)
Session Description: Dive deep into the art of prompt engineering! This hands-on session will cover everything from basic prompt design to advanced optimization strategies. Learn how to craft prompts that unlock the full potential of your AI models.
Reference: Promptimize on GitHub
10:40 AM - 11:00 AM: Toilet break
11:00 AM - 12:30 PM: Multimodal RAG with ollama & Milvus
Language of this workshop: English
This is the hands-on session on Milvus lead by Ivan Tang - senior Solutions Architect from Zilliz.
Ivan Tang will guide you through creating a Multimodal RAG with Milvus and ollama.
By leveraging the power of an open-source vector database combined open-source LLM inference, you can design a system capable of processing and understanding multiple types of data—text, images, audio, and even videos.
This approach not only puts you in complete control of the technology but also ensures a system that's both powerful and versatile, surpassing traditional text-based solutions.
More details will be updated in coming weeks. Stay tuned.
Reference: https://zilliz.com/learn/milvus-notebooks
About speaker
Ivan is part of the founding team at Zilliz APAC, where he helps customers adopt Zilliz Cloud and Milvus to power innovative (Gen)AI-driven use cases. With prior experience at Databricks and GIC as a data scientist, he has extensive expertise in distributed systems, big data, and AI.
12:30 PM - 2:00 PM: Networking & Happy Hour 🎉🍻
Continue the conversations, connect with speakers, and enjoy some drinks and snacks.
2:00 PM: Event Concludes 🚪
The landscape of GenAI and ecosystem for founders at Block71 Saigon on Friday 4th April 2025
Together with Block71 Saigon, Plantis.AI (creator of AI BuildCamp), and Viet Engineers Stories, we're excited to invite the community of AI enthusiasts and startup founders to learn the overall of GenAI landscape and ecosystem
This workshop aims to cut through the noise of AI hypes to help you understand what are truly important for you to be aware of within the GenAI ecosystem, offering attendees a unique opportunity to learn from a data & AI professional who has been working on various industrial use cases in APAC.
RSVP here https://lu.ma/12iq14hz