Amazon Bedrock Prompt Management Visual Ebook

About this PDF

Chapter 1 – Prompt Engineering Foundations • Core mechanics of prompt engineering • Prompt as a conversation contract • Prompting with RAG and external context • External tool execution • Prompt experimentation and improvement Chapter 2 – Anatomy of a Good Prompt • Instructions and task definitions • Context and background information • Input data organization • Output indicators and formatting Chapter 3 – Prompt Engineering Best Practices • Clarity and conciseness • Token optimization • Recency ordering • Interrogative priming • Complex task decomposition Chapter 4 – Zero-Shot, Few-Shot and Stepwise Task Prompts • Zero-shot prompting • Few-shot prompting • In-context learning • Example selection and organization • Stepwise prompting and reasoning strategies Chapter 5 – Amazon Bedrock Prompt Management • Centralized prompt management • Dynamic prompt variables • Prompt templates • Immutable prompt versioning • Model variants and aliases • Prompt assets and configurations Chapter 6 – Amazon Bedrock Flows • Visual workflow orchestration • Input, Prompt, Condition, Knowledge Base and Output nodes • Conditional routing • Lambda integration • Pre-processing and post-processing • Multi-step Generative AI workflows Chapter 7 – Structured JSON Output • Structured response generation • JSON schemas • Amazon Bedrock Converse API • Tool configuration • Schema validation • Resilient data processing pipelines Chapter 8 – Prompt Security and Safety • Direct and indirect prompt injection • Prompt leaking • Amazon Bedrock Guardrails • Personally Identifiable Information (PII) masking • Enterprise security controls • Secure prompting practices Chapter 9 – Bias and Responsible Prompting • Understanding AI bias • Training data distribution • Demographic balance • Source dataset curation • Automated output auditing • Responsible prompting improvement cycle

Topics covered

Headings from inside this PDF (83 pages in total).

1. CHAPTER 01
2. CHAPTER 01 • VISUAL 01 OF 72 TOPIC: PROMPT FOUNDATIONS
3. CHAPTER 01 • VISUAL 02 OF 72 TOPIC: PROMPT FOUNDATIONS
4. CHAPTER 01 • VISUAL 03 OF 72 TOPIC: PROMPT FOUNDATIONS
5. CHAPTER 01 • VISUAL 04 OF 72 TOPIC: PROMPT FOUNDATIONS
6. CHAPTER 01 • VISUAL 05 OF 72 TOPIC: PROMPT FOUNDATIONS
7. CHAPTER 01 • VISUAL 06 OF 72 TOPIC: PROMPT FOUNDATIONS
8. CHAPTER 01 • VISUAL 07 OF 72 TOPIC: PROMPT FOUNDATIONS
9. CHAPTER 01 • VISUAL 08 OF 72 TOPIC: PROMPT FOUNDATIONS
10. CHAPTER 02

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Format

PDF · 83 pages

Pages

83 pages

Language

English

Size

21.0 MB

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Published

14 November 2026