T-ADLLM-IOfficial Google Curriculum
Application Development with LLMs on Google Cloud
1 dayInstructor-ledIntermediateLoading...
Overview
Dive into the details of using Large Language Models (LLMs) in your applications. Explore core principles of prompting LLMs, focus on Gemini models and their multimodal capabilities, and learn application development frameworks.
What You'll Learn
- Explore the different options available for using generative AI on Google Cloud
- Use Vertex AI Studio to test prompts for large language models
- Develop LLM-powered applications using generative AI
- Apply advanced prompt engineering techniques to improve the output from LLMs
- Build a multi-turn chat application using the Gemini API and LangChain
Who Should Attend
Customers, Partners
Prerequisites
Completion of "Introduction to Developer Efficiency on Google Cloud" or equivalent knowledge.
Products Covered
Vertex AIVertex AI StudioVertex AI Workbench
Course Modules
1
Introduction to Generative AI on Google Cloud
Topics
- What is generative AI
- Vertex AI on Google Cloud
- Generative AI options on Google Cloud
- Introduction to course use case
2
Vertex AI Studio
Topics
- Introduction to Vertex AI Studio
- Designing and testing prompts
- Data governance in Vertex AI Studio
Activities
Lab: Getting Started with the Vertex AI Studio User Interface
3
Generative AI Fundamentals
Topics
- Introduction to grounding
- Integrating the Vertex AI Gemini APIs
- Chat, memory and grounding
- Search principles
Activities
Lab: Getting Started with LangChain + Vertex AI Gemini API
4
Prompt Engineering
Topics
- Review of few-shot prompting
- Chain-of-thought prompting and thinking budgets
- Meta prompting, multi-step, and panel prompts
- RAG and ReAct
Activities
Lab: Advanced Prompt Architectures
5
Creating Custom Chat Applications with Vertex AI Gemini API
Topics
- LangChain for chatbots
- ADK for chatbots
- Chat retrieval
Activities
Lab: Implementing RAG Using LangChain
What's Not Covered
- Deep dive on topics around developing agents using Agent Development Kit and deployment of agents on Google Cloud using solutions such as Agent Engine
Get This Training
No public classes currently scheduled. Express interest below or request private training.
Course Details
- Course Code
- T-ADLLM-I
- Duration
- 1 day
- Format
- Instructor-led
- Level
- Intermediate
- Hands-on Labs
- 4
- Modules
- 5
- Activities
- 4
- Price
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Questions About This Course?
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