📖 Prompt Engineering Basics¶

🧠 What is Prompt Engineering?
🧱 Anatomy of a Prompt
🔁 Prompt Patterns and Recipes
🔍 Prompt Evaluation and Debugging
⚙️ Prompt Engineering Tools
🧠 Prompting for Different Tasks
🛡️ Prompting Challenges
🔚 Closing Notes

🧠 What is Prompt Engineering?¶

🔍 Definition and Purpose¶

🎯 Prompting vs. Fine-tuning¶

🔄 Iterative Prompt Design¶

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🧱 Anatomy of a Prompt¶

🧾 Instructions¶

📄 Context and Examples¶

🧠 Role, Tone, and Style¶

🔢 Input Formatting and Constraints¶

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🔁 Prompt Patterns and Recipes¶

💡 Zero-shot Prompting¶

🧪 Few-shot Prompting¶

📋 Chain-of-Thought (CoT)¶

🔄 ReAct (Reasoning + Acting)¶

🎛️ Self-Consistency, Self-Ask¶

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🔍 Prompt Evaluation and Debugging¶

🧠 Desired Output vs. Actual¶

🧪 Failure Modes¶

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⚙️ Prompt Engineering Tools¶

🧰 Prompt Templates¶

🔁 Prompt Iteration Interfaces¶

📊 Eval Frameworks (TruLens, Promptfoo)¶

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🧠 Prompting for Different Tasks¶

🧬 Classification¶

📄 Summarization¶

🔧 Code Generation¶

🧠 Reasoning & Math¶

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🛡️ Prompting Challenges¶

🔁 Prompt Injection¶

📉 Output Instability¶

🤖 Hallucination Traps¶

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🔚 Closing Notes¶

🧠 Summary and Best Practices¶

🚀 What’s Next: Fine-tuning¶

💬 What to Practice¶

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