Advanced Prompt Strategies & Retrieval Technique Activities

What you'll learn

• Master system prompting techniques to customize AI behavior
• Apply chain of reasoning strategies for complex problem-solving
• Implement retrieval techniques for enhanced AI responses
• Work with current and specialized information effectively

Welcome to Concept 06: Advanced Prompt Strategies & Retrieval Technique! This focused workshop will guide you through essential AI interaction techniques.

Part One: System Prompting Activities 💬

Time estimate: 30-40 minutes | Reference: Concept 4 Notes

Activity One: System Prompting Essentials

Master the core system prompting techniques in one streamlined session.

1. Introduction & Practice (20 minutes)

   • Complete Level 1-3: System Prompting
   • Learn system prompts, roles, tone, and audience targeting
   • Practice with real scenarios

2. Assessment & Application (10 minutes)

   • Take Level 10: Progress Check-in
   • Apply skills to Level 11: Comprehensive Practice

💡 Focus on understanding how system prompts affect AI behavior. Practice with different roles and tones to see immediate results.

Part 2: Chain of Reasoning Activities 🔗

Time estimate: 35-45 minutes | Reference: Concept 5 Notes

Activity 2: Chain of Reasoning Mastery

Learn step-by-step thinking processes and example-based prompting.

1. Core Learning (25 minutes)

   • Complete Level 1-4: Chain of Reasoning
   • Learn chain-of-thought prompting and few-shot learning
   • Practice with math problems and logical puzzles

2. Application & Assessment (10 minutes)

   • Work through Level 8: Comprehensive Practice
   • Complete Level 10: Knowledge Demonstration

💡 Chain of reasoning works best for math problems, logical puzzles, and complex analysis. Break down problems into clear, sequential steps.

Part 3: Retrieval & Current Information Activities 🔍

Time estimate: 25-35 minutes | Reference: Concept 6 & 7 Notes

Activity 3: Information Retrieval & Accuracy

Master retrieval techniques and current information handling.

1. Retrieval Basics (15 minutes)

   • Complete Level 1-3: Retrieval Fundamentals
   • Learn prediction, investigation, and content modification
   • Practice with Level 7: Modification Exercise

2. Current Information & Accuracy (10 minutes)

   • Work through Level 1-3: Current Information
   • Learn verification techniques and fact-checking

💡 Always verify current information from multiple sources. AI models have training cutoff dates and may not have the latest data.

Part 4: Final Assessment & Challenge 🎯

Time estimate: 15-20 minutes

Activity 4: Demonstrate Mastery

Showcase your comprehensive understanding of advanced prompt engineering.

1. Final Assessment (10 minutes)

   • Complete Level 10: Knowledge Assessment
   • Demonstrate understanding of all techniques

2. Quick Challenge (5-10 minutes)

   • Complete Level 11: Advanced Challenge
   • Apply all techniques to a real-world scenario

🎯 Completion Guidelines

ℹ️ Total estimated time: 1.5-2 hours Streamlined for focused learning without sacrificing essential skills.

How to succeed:

1. Follow the sequence - Activities build on each other
2. Focus on practice - Don't just read; actively try techniques
3. Complete assessments - Validate your understanding
4. Review references - Check concept notes when needed

Time-Saving Tips:

• Skip redundant levels - Focus on Introduction -> Practice -> Assessment
• Combine similar activities - Learn related concepts together
• Use check-ins efficiently - Quick validation, not deep review
• Focus on core skills - Master fundamentals before advanced features

If time is limited:

• Essential: Parts 1 & 2 (System Prompting + Chain of Reasoning)
• Important: Part 3 (Retrieval & Current Information)
• Optional: Part 4 (Advanced Challenge - for extra practice)

🔧 Troubleshooting

Common Issues:

• Activity won't load: Refresh browser, clear cache
• Stuck on challenge: Review introduction levels, check concept notes
• Time pressure: Focus on assessments and core practice activities

⚠️ Important This streamlined version maintains learning quality while reducing time commitment. Focus on understanding core concepts rather than completing every single level.

Need Help?

• Review concept notes for each section
• Ask questions in class discussions
• Collaborate with peers on challenging activities

Ready to master advanced prompt engineering efficiently? Let's go! 🚀