Generative AI Applications: Planning, Design and Implementation

by David Spuler, Michael Sharpe

Launch your Generative AI application from idea to implementation. Understand the various options and trade-offs in using LLMs for applications.

Main
- Deciding on your AI project
- Planning for success and safety
- Designs and LLM architectures
- Expediting development
- Implementation and Deployment

Table of Contents
Part Introduction to Enterprise AI
1. Strategy
2. Generative AI Market Overview
3. LLM Technology Overview
Part Selecting AI Projects
4. Deciding
5. Use Cases
6. Limitations
Part Planning AI Projects
7. Planning
8. Data
9. Budgeting and ROI
10. Safety
Part Design
11. Requirements
12. Architectures
13. Transformers & LLMs
14. Training and Fine-Tuning
15. RAG Architectures
Part Implementation
16. Building
17. Prompt Engineering
18. Deployment Architecture
Part Advanced Topics
19. AI Phones and PCs
20. Tool Usage
21. Agentic Architectures
22. AI Research Overview

270 pages, Paperback

Published November 13, 2024

Reviews

[Mary W. B. · Rating 1 out of 5]

Just what we do not need--a book that teaches you how to use programs to steal from people that can write and create art for themselves.