Google Generative AI resources

A collection of videos, codelabs, courses, repositories, articles that help everyone learn more about Google Generative AI offerings.

Please submit additional resources in any of the sections below via the Issues tracker.

Official Documentation

• Generative AI on Google Cloud

Join Trusted Tester Program

Several products in Google Generative AI offerings are currently available for Trusted Testers only. Take a look at the products available for Trusted Testers and sign up here.

Products

• Generative AI support on Vertex AI
  • Overview
  • Generative AI Studio
  • Available Models
    • Language Models (Text, Code, Chat)
    • Image Models (link)
    • Speech Models (Text-to-Speech , Speech-To-Text)
  • Model Garden
  • Pricing
• Vertex AI Search and Conversation (formerly known as Gen AI App Builder) ([https://cloud.google.com/generative-ai-app-builder])
• Duet AI for Google Workspace (https://workspace.google.com/solutions/ai/)
• Duet AI for Google Cloud (https://cloud.google.com/duet-ai)
• Generative AI for Developers
  • Palm API for Developers
  • MakerSuite
  • Guide
  • Prompt Gallery
  • Sample Apps
  • API Reference
  • Firebase Extensions

YouTube Videos

• Generative AI for Developers - Playlist
  • Introduction to Machine Learning on Vertex AI
  • Prototyping Language Apps with Generative AI Studio
  • How to tune LLMs in Generative AI Studio
  • Introduction to foundational models on Google Cloud
  • Enterprise Search via Generative AI App Builder
  • Generate and edit images with Generative AI Studio
  • Introduction to Vertex AI Model Garden
• Introduction to Large Language Models
• Introduction to Generative AI
• Which AI/ML solution on Vertex AI
• Introducing Duet AI for Code Assistance
• How would AI impact the future of ML Engineers

Cloud Skills Boost

• Generative AI Learning Path
  • Course : Introduction to Generative AI
  • Course : Introduction to Large Language Models
  • Course : Introduction to Responsible AI
  • Course : Generative AI Fundamentals
  • Course : Introduction to Image Generation
  • Course : Encoder-Decoder Architecture
  • Course : Attention Mechanism
  • Course : Transformer Models and BERT Model
  • Course : Create Image Captioning Models
  • Course : Introduction to Generative AI Studio
• Course : Generative AI Explorer - Vertex AI

Github Repositories

• Google Cloud Generative AI repository: This repository contains notebooks and content that demonstrate how to use, develop and manage generative AI workflows using Generative AI, powered by Vertex AI on Google Cloud.
• Google Cloud Gen AI Templates: This repository contains sample applications to kickstart Generative AI Application Development on Google Cloud.

Articles (Google.com Blog)

• New Introducing Duet AI in Apigee API Management and Application Integration
• New Harnessing the power of PaLM in BigQuery
• New Vertex AI extends enterprise-ready generative AI development with new models, tooling
• New Vertex AI Search and Conversation is now generally available
• New Expanding Duet AI, an AI-powered collaborator, across Google Cloud
• What is Multimodal Search: "LLMs with vision" change businesses
• Tips to enhance your prompt-engineering abilities
• 4 key learnings to kickstart your startup's generative AI journey
• Building Generative AI applications made easy with Vertex AI PaLM API and LangChain
• Cloud Speech-to-Text V2 API and Chirp are now Generally Available with new lower pricing tier
• SQL-only LLM for text generation using Vertex AI model in BigQuery
• Unlock real-time observability for Vertex AI with Datadog
• Google Cloud expands availability of enterprise-ready generative AI
• Conversational AI on Gen App Builder unlocks generative AI-powered chatbots and virtual agents
• The rise of GenEng: How AI changes the developer role
• Building AI-powered apps on Google Cloud databases using pgvector, LLMs and LangChain
• Generative AI: The next phase of cloud transformation for communications service providers
• Generative AI support on Vertex AI is now generally available
• Helping businesses with generative AI
• Improving search experiences with Enterprise Search on Gen App Builder
• Vertex AI Embeddings for Text: Grounding LLMs made easy
• Bringing the power of large models to Google Cloud’s Speech API
• Seven new no-cost generative AI training courses to advance your cloud career
• Introducing Duet AI for developers: The next frontier in AI-powered developer productivity
• Supercharging Search with Generative AI

Developer Blog Posts + Videos (Google Cloud Medium Community and other places)

• New How Google Cloud Is Leveraging Generative AI To Outsmart Competition
• New Vertex AI Workbench Tips
• New Powering Q&A Chatbots with AlloyDB and GenAI Models
• New Automating Log Analysis and Troubleshooting with PaLM API
• New Generative AI — Deploy and inference of Llama 2 in Vertex AI Prediction
• New Writing a Slack Slash Command for Text Summarization using Vertex AI Text Bison Model
• New Build Your Own SQL Analyst Bot
• New Understanding the pricing for Vertex AI Text Bison Foundation Model
• The Science of Architectural Design: How Foundational Models can help to group building styles
• The Ultimate Guide to Using Generative Fallbacks in Dialogflow CX
• Getting Started with Generative AI in Angular
• Using Vertex AI to perform Semantic Searches for images
• Govern Vertex AI Generative AI / Large Language Model Access With Quotas
• Building a GST FAQs Appwith Streamlit, Langchain, HuggingFace and VertexAI Palm APIs
• How to quickly build a voice-activated chatbot to interact with Vertex AI models
• Ease into similarity search with Google’s PaLM API
• Build a chatbot with Google’s PaLM API
• Competitor Analytics with Langchain Agents and Vertex Palm API
• Deploy your custom Knowledge Base Assistant powered by Vertex AI and Pinecone
• Build your own Ask-Me-Anything using VertexAI + LangChain + Streamlit
• Generative AI — Protect your LLM against Prompt Injection in Production
• Generative AI app development using Vertex AI and Golang
• Getting started with Google’s PaLM API
• Video - Google Bard and a Gentle Introduction to Generative AI - AwesomeGCP
• Video - Detailed Code Generation Prompts for Google Bard 0- AwesomeGCP
• Getting Started with PaLM 2 for Developers
• Generative AI - Image Generation using Vertex AI Imagen
• Google Cloud for Education: Strategy Segmentation using Generative AI
• Generative AI - Learn the LangChain Basics by Building a Berlin Travel Guide
• Deploying a Google Cloud Generative AI App in a Website with Cloud Run
• Q&A With Your Docs: A Gentle Introduction to Matching Engine + PaLM
• Summarize Audio Like a Maestro with Langchain, Chirp, and PaLM2 on Vertex AI
• How to avoid prompt injection attack by following prompt engineering best practices?
• Influencer Analytics with Vertex AI PaLM APIs & Langchain
• Question a Web Page using Google’s Vertex AI PaLM API, LangChain and StreamLit
• Use Google Palm with Golang
• Generative AI - Understand and Mitigate Hallucinations in LLMs
• Generative AI - Mastering the Language Model Parameters for Better Outputs
• BigQuery Breaking News — Generative AI
• Generative AI Learning Path Notes — Part 1 and Part 2
• Highlight your generative AI skills by earning the new no-cost skill badge
• Google’s Generative AI Stack: An In-Depth Analysis
• Generative AI - Document Retrieval and Question Answering with LLMs
• Pulumi AI — Leveraging LLMs for IaC with GCP
• Generative AI - Best Practices for LLM Prompt Engineering
• How to Use LLMs to Generate Concise Summaries of Text
• Generative AI — PaLM-2 model deployment with Cloud Run
• Getting Started with Generative AI Studio on Google Cloud
• How to add rate limit and progress bar to Google Cloud Generative AI API calls ?
• Getting Started with Palm2