57 lines
2.5 KiB
Markdown
57 lines
2.5 KiB
Markdown
# Welcome to Anthropic's Prompt Engineering Interactive Tutorial - Bedrock Edition
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## Course introduction and goals
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This course is intended to provide you with a comprehensive step-by-step understanding of how to engineer optimal prompts within Claude, using Bedrock.
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**After completing this course, you will be able to**:
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- Master the basic structure of a good prompt
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- Recognize common failure modes and learn the '80/20' techniques to address them
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- Understand Claude's strengths and weaknesses
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- Build strong prompts from scratch for common use cases
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## Course structure and content
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This course is structured to allow you many chances to practice writing and troubleshooting prompts yourself. The course is broken up into **9 chapters with accompanying exercises**, as well as an appendix of even more advanced methods. It is intended for you to **work through the course in chapter order**.
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**Each lesson has an "Example Playground" area** at the bottom where you are free to experiment with the examples in the lesson and see for yourself how changing prompts can change Claude's responses. There is also an [answer key](https://docs.google.com/spreadsheets/d/1jIxjzUWG-6xBVIa2ay6yDpLyeuOh_hR_ZB75a47KX_E/edit?usp=sharing). While this answer key is structured for 1P API requests, the solutions are the same.
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Note: This tutorial uses our smallest, fastest, and cheapest model, Claude 3 Haiku. Anthropic has [two other models](https://docs.anthropic.com/claude/docs/models-overview), Claude 3 Sonnet and Claude 3 Opus, which are more intelligent than Haiku, with Opus being the most intelligent.
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When you are ready to begin, go to `01_Basic Prompt Structure` to proceed.
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## Table of Contents
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Each chapter consists of a lesson and a set of exercises.
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### Beginner
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- **Chapter 1:** Basic Prompt Structure
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- **Chapter 2:** Being Clear and Direct
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- **Chapter 3:** Assigning Roles
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### Intermediate
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- **Chapter 4:** Separating Data from Instructions
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- **Chapter 5:** Formatting Output & Speaking for Claude
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- **Chapter 6:** Precognition (Thinking Step by Step)
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- **Chapter 7:** Using Examples
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### Advanced
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- **Chapter 8:** Avoiding Hallucinations
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- **Chapter 9:** Building Complex Prompts (Industry Use Cases)
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- Complex Prompts from Scratch - Chatbot
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- Complex Prompts for Legal Services
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- **Exercise:** Complex Prompts for Financial Services
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- **Exercise:** Complex Prompts for Coding
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- Congratulations & Next Steps
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- **Appendix:** Beyond Standard Prompting
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- Chaining Prompts
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- Tool Use
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- Empriical Performance Evaluations
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- Search & Retrieval |