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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
| Date | Stars |
|---|---|
| 2026-07-31 | 371 |
| 2026-08-02 | 370 |
| 2026-08-06 | 370 |
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# Welcome to Anthropic's Prompt Engineering Interactive Tutorial - Bedrock Edition ## Course introduction and goals This course is intended to provide you with a comprehensive step-by-step understanding of how to engineer optimal prompts within Claude, using Bedrock. **After completing this course, you will be able to**: - Master the basic structure of a good prompt - Recognize common failure modes and learn the '80/20' techniques to address them - Understand Claude's strengths and weaknesses - Build strong prompts from scratch for common use cases - Use advanced techniques that leverage Claude's tool use / function calling capabilities - Use Claude's multimodal Vision capabilites ## Course structure and content 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**. **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. Note: This tutorial uses our smallest, fastest, and cheapest model, Claude 3 Haiku. Anthropic has [two other models](https://aws.amazon.com/bedrock/claude/), Claude 3 Sonnet and Claude 3 Opus, which are more intelligent than Haiku, with Opus being the most intelligent. When you are ready to begin, go to `00_Tutorial_How-To` to proceed. ## Table of Contents Each chapter consists of a lesson and a set of exercises. ### Beginner - **Chapter 1:** Basic Prompt Structure - **Chapter 2:** Being Clear and Direct - **Chapter 3:** Assigning Roles ### Intermediate - **Chapter 4:** Separating Data from Instructions - **Chapter 5:** Formatting Output & Speaking for Claude - **Chapter 6:** Precognition (Thinking Step by Step) - **Chapter 7:** Using Examples ### Advanced - **Chapter 8:** Avoiding Hallucinations - **Chapter 9:** Building Complex Prompts (Industry Use Cases) - Complex Prompts from Scratch - Chatbot - Complex Prompts for Legal Services - **Exercise:** Complex Prompts for Financial Services - **Exercise:** Complex Prompts for Coding - Congratulations & Next Steps - **Appendix:** Beyond Standard Prompting - Chaining Prompts - Tool Use - Vision - Search & Retrieval
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Read on GitHubWould you bet a product on this? Bounded 0–100 and slow moving.
matched fp:2c92580d2e8c5a93, name:prompt engineering
