Generative AI Masterclass

Description

In this full-day training, attendees learned how to leverage Google's new Generative AI platform using the then-new Google AI Studio and the just-released Gemini APIs. The workshop provided hands-on, practical experience building the next generation of AI-enabled applications and powerful chatbots with Angular v17. Additionally, it offered an overview of all the latest advancements and ideas at the time.

Topics

Introduction to Generative AI, Google AI Studio and Gemini models
Common risks and mitigations: prompt attacks, biases and facts grounding
Using the Google AI Client for Gemini from Angular, Auth access and best practices around error handling
Using Gemini Pro API
Prompt techniques and how to use temperature, topK and topP
Lab: prompt design best practices
Using Gemini Pro Vision API
Introduction to LangChainJS, embeddings and RAG vector databases
Lab: building a Bard clone
Foundational Models: text, code, images, video and voice.
Lab: adding code highlighting to our Bard clone
Bonus: Embeddings, LangChainJS and AI Agents
Lab: building an AI Agent with access to tools (calculator, search and runtime)
Responsible AI principles in practice: traceability and monitoring

Requirements

Intermediate Angular v17
Basic knowledge of Node
VPN access (VPN Express, or similar). Beta access only available in US. Eg: NordVPN monthly plan with 30 days free guarantee ($12.99)

Target audience

Anyone who wants to experiment with cutting edge Generative AI into their apps or websites using the latest Angular. No previous experience with artificial intelligence is necessary.

Speaker

Gerard Sans

Generative AI GDE

Google’s latest Generative AI Masterclass using Google AI Studio, Gemini & Angular

Description

Topics

Requirements

Target audience

Speaker