This excellent and informative presentation on prompt engineering for Anthropic’s Claude models was provided by google cloud on air. Ellie Shopic, a technical staff member at Anthropic, presents a clear and engaging walkthrough of best practices and strategies for getting the most out of prompt engineering.
Here’s what I particularly appreciated:
- Focus on Practical Techniques: 💡 The presentation doesn’t just discuss abstract concepts but delves into real-world examples and tools, like the meta prompter, which can be immediately applied by users.
- Clear Explanations of Core Concepts: 📚 Key ideas like RAG (Retrieval Augmented Generation) and the importance of testing and evaluation are explained in a way that is accessible to both beginners and those with some prior experience.
- Emphasis on the Scientific Approach: 🧪 Ellie strongly advocates for approaching prompt engineering as a science, with a focus on testing, analyzing, and refining prompts to achieve desired results.
- Highlighting the Importance of Triaging: 🛠️ This section offers valuable guidance on troubleshooting when prompts don’t perform as expected, breaking down common issues and potential solutions.
- Interactive and Engaging Style: 🗣️ The presentation is dynamic and keeps the audience engaged by incorporating visual aids, a live demonstration of the prompt generator, and a Q&A session.
Overall, this presentation provides a valuable resource for anyone interested in learning about prompt engineering for Anthropic’s Claude models. Ellie’s expertise and the practical examples make this a highly effective and engaging learning experience.
Presentation Youtube
Git Repository