Generative AI Masterclass with MakerSuite, PaLM 2 & Angular

Course Program:

• Introduction to Generative AI, MakerSuite and PaLM 2
• Common risks and mitigations: prompt attacks, biases and facts grounding
• Building a REST PaLM API client for Angular, Auth access and best practices around error handling
• Using PaLM 2 for Text
• Prompt techniques and how to use temperature, topK and topP
• Lab: prompt design best practices
• Using PaLM 2 for Chat
• Introduction to LangChainJS, embeddings and vector databases
• Lab: building a Bard clone
• Foundational Models
• 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

Duration:

• 2 day
• 9:00 am to 5:00 pm
• 1 hour lunch break included at the hotel's restaurant
• 15 min coffee break every morning and afternoon

Language:

The whole workshop will be delivered in English.

Audience:

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

Technical Requirements:

Each attendee is required to bring their own laptop equipped with the at least the following software configuration:

• VPN access (VPN Express, or similar). Beta access only available in US. Eg: NordVPN monthly plan with 30 days free guarantee ($12.99)
• Intermediate Angular v16
• Basic knowledge of Node
• Prompt guide: https://www.promptingguide.ai/course