Application Development with LLMs on Google Cloud

Module 1: Introduction to Generative AI on Google Cloud

• Explore the different options available for using generative AI on Google Cloud.

Module 2: Vertex AI Studio

• Use Vertex AI Studio to test prompts for large language models.

• Understand how Vertex AI Studio keeps your data secure.

Module 3: LangChain Fundamentals

• Understand basic concepts and components of LangChain.

• Develop LLM-powered applications using LangChain and LLM models on Vertex AI.

Module 4: Prompt Engineering

• Apply prompt engineering techniques to improve the output from LLMs.

• Implement a RAG architecture to ground LLM models.

Module 5: Creating Custom Chat Applications with Vertex AI Gemini API

• Understand the concept of memory for multi-turn chat applications.

• Build a multi-turn chat application by using the Gemini API and LangChain.

Application developers and others who wish to leverage LLMs in applications.