RAG & AI Agent Workshop
Workshop Facilitators:
Ye Fan: VP at Vital Mechanics Research, 11 years of engineering experience
Annie Wang: Software Engineer, Internal Career Coach at Google
Guest Speaker:
Noorain Panjwani: A.K.A. YourTechBud, Lead Consultant of Xebia
TA:
Toby Tobkin: Founding Engineer @ PermafrostAI | ex-Google Cloud AI
Time:
10:00am - 16:30pm PST
[ Free Food, Drink, Swag :) ]
Sponsorship:
Couchbase: Couchbase’s mission is to simplify how organizations develop, deploy and run modern applications – wherever they are.
Pizza sponsored by Jam.dev - one click bug reports devs love.
Event Details:
Hands-On Learning: Dive deep into the technical details of embeddings, vector search, and function calling within AI agents.
Build Real-World Applications: By the end of the workshop, you'll have practical experience in building your own AI agent, along with knowledge of how to integrate tools like Couchbase for retrieval tasks.
Event Agenda:
9:30 AM - 10:00 AM:
Set-Up & Check-In
10:00 AM - 12:00 PM:
Standalone LLM to RAG to AI Agent
RAG, Embeddings, and Vector Search
RAG to AI Agent Transition & Demo
Function Calling in AI Agents
Beyond RAG
12:00 PM - 1:00 PM: Lunch Break, Q&A, and Set-Up
1:00 PM - 1:40 PM:
AI Agent Demo & Hands-On Workshop
1:50 PM - 2:00 PM:
Couchbase Demo
2:00 PM - 3:00 PM:
Retrieval Hands-On Workshop
3:00 PM - 4:00 PM:
Embedding Demo & Hands-On Workshop
What You’ll Gain:
Comprehensive Understanding of AI Agents: Learn the evolution of AI from LLMs to RAG and AI agents, and how these technologies work in real-world applications.
Hands-On Experience: Build and deploy your own AI agents, gaining practical knowledge through live demos and interactive workshops.
Retrieval Techniques in RAG: Learn how to integrate retrieval methods, including Couchbase, to enhance AI performance.
Deep Dive into Embeddings and Vector Search: Understand and apply embeddings and vector search for multimodal AI tasks.
Practical Skills for Future Projects: Walk away with the skills and knowledge to leverage AI agents and advanced tools in your own projects.
Don’t miss this opportunity to enhance your AI skills and build real-life applications. Sign up now and take the next step in your AI journey!