Embedded Files
Empowering the Next Generation of Leaders
Beginner Guides & Practical Workbooks
Beginner Guides & Practical Workbooks
Disclaimer & Copyright
Disclaimer & Copyright
Disclaimer: This repository contains a collection of educational resources. The whitepapers contained herein are the property of the respective owners and are provided for educational and reference purposes only.
The whitepapers (PDF files) in this repository are copyrighted.
This repository serves as a centralized resource for accessing these publicly available educational materials
The documents are maintained for educational purposes
This repository does not claim ownership of the whitepapers or any content created.
These documents can be used to supplement the Grow with Google courses.
MAIWFY_Workbook.pdfMake AI Work For You
Make AI Work For You
Grow with Google
An interactive worksheet helping business owners and students delegate tedious tasks and write effective prompts for generative AI tools.
gemini-for-google-workspace-prompting-guide-101.pdfGemini for Google Workspace Prompting Guide 101
Gemini for Google Workspace Prompting Guide 101
A quick-start handbook offering practical examples for writing effective prompts in Gmail, Docs, Drive, Sheets, and Slides.
Technical Whitepapers & System Design
Technical Whitepapers & System Design
whitepaper_Foundational Large Language models & text generation.pdfFoundational Large Language Models & Text Generation
Foundational Large Language Models & Text Generation
Explores transformer architectures, self-attention mechanisms, and the core fundamentals behind modern text-generation models.
22365_3_Prompt Engineering_v7.pdfPrompt Engineering
Prompt Engineering
In-depth technical breakdown covering zero-shot, few-shot, Chain of Thought (CoT), step-back prompting, and output configuration parameters like temperature and Top-P.
whitepaper_emebddings_vectorstores_v2(1).pdfEmbeddings & Vector Stores
Embeddings & Vector Stores
Technical guide detailing how text, image, and structured data are embedded into vector stores for search and retrieval applications.
neurips_evaluation.pdfEvaluating Large Language Models
Evaluating Large Language Models
Examines evaluation principles, point-wise vs. pair-wise metrics, human evaluation, and autorater systems presented at NeurIPS.
AI Agents & System Engineering
AI Agents & System Engineering
Introduction to Agents.pdfIntroduction to Agents and Agent Architectures
Description: Covers the transition from predictive AI to autonomous agents, outlining a taxonomy of agentic problem-solving from core reasoning to self-evolving systems.
a-practical-guide-to-building-agents.pdfA Practical Guide to Building Agents
Open AI
Focuses on product design patterns, orchestration logic, and essential guardrails for engineering multi-step AI agents.
22365_19_Agents_v8.pdfIntroduction to Agents
Introduction to Agents
Provides a frameworkoutling how Generative AI transitions from static language models to autonomous, production-ready AI agents.
Agent Quality.pdfAgent Quality
Addresses testing, evaluation frameworks, and quality assurance strategies specifically designed for non-deterministic agentic systems.
Agent Tools & Interoperability with Model Context Protocol (MCP).pdfAgent Tools & Interoperability with Model Context Protocol (MCP)
Description: Details best practices for tool design, tool calling, granular API exposure, and using the Model Context Protocol (MCP).
Context Engineering_ Sessions & Memory.pdfContext Engineering: Sessions & Memory
Context Engineering: Sessions & Memory
Description: Deep dive into session state management, short-term and long-term memory patterns, and context optimizations for long conversations.
Agents_Companion_v2 (3).pdfAgent Companion
Agent Companion
Google’s architectural whitepaper and reference framework that details best practices for orchestrating, evaluating, and operating advanced generative AI agents in production environments
Prototype to Production.pdfPrototype to Production
Prototype to Production
Guidance on transitioning AI agents from early prototypes to scalable, secure production systems with CI/CD and operational monitoring.
1 Introduction to Agents.pdfIntroduction to Agents
Introduction to Agents
How Generative AI transitions from static language models to goal-driven autonomous systems.
Strategy, Marketing & Business
Strategy, Marketing & Business
identifying-and-scaling-ai-use-cases.pdfIdentifying and Scaling AI Use Cases
Open AI
Helps teams identify high-impact AI opportunities, map department workflows, and prioritize organizational AI efforts.
gws_gemini_handbook.pdfGoogle Workspace: A powerful and easy way of working with Generative AI
Overview of how embedded AI features in Google Workspace improve productivity, team collaboration, and security.
google_workspace_ai_powered_collab_for_organizations_of_all_sizes[1].pdfGoogle Workspace: AI-Powered Collaboration for Organizations of All Sizes
Overview of how embedded AI features in Google Workspace improve productivity, team collaboration, and security.
22365_13_Solving Domain-Specific problems using LLMs_v7 Copy.pdfSolving Domain-Specific Problems Using LLMs
Highlights specialized applications of LLMs in technical domains, such as cybersecurity (SecLM) and healthcare/medicine (MedLM)
22365_14_Operationalizing Generative AI on Vertex AI_v7 (1).pdfOperationalizing Generative AI on Vertex AI using MLOps
Technical blueprint detailing MLOps lifecycles, model tuning, prompt management, and deployment on Google Cloud's Vertex AI.
Gemini_Prompt_Guide_for_Creatives_and_Strategists.pdfThe Art of the Prompt: Gemini Prompt Guide for Creatives and Strategists
A practical prompt guide showing creative and strategy teams how to use Gemini for insights, brainstorming, and campaign ideation.
gemini-for-google-workspace-prompting-guide-101.pdfPrompting guide 101
Prompting guide 101
Comprehensive guide showcasing real-world workflows and productivity improvements enabled by Gemini across enterprise teams.
Grow with Google
Grow with Google
Interested in learning AI or obtaining Professional Certification, join NYC For Youth Grow with Google Program. Grow with Google Application
Page updated
Report abuse