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10 Prompt Engineering Techniques Every Developer Should Know

Sarah Chen

Sarah Chen

March 5, 2024

#Prompting#AI#DevOps
10 Prompt Engineering Techniques Every Developer Should Know

Beyond Simple Chatting

For a developer, a prompt isn't just a question; it's a function call where the LLM is the execution engine.

1. Few-Shot Prompting

Providing examples is the most effective way to guide an LLM's output format and style.

Input: Translate "Hello" to French. Output: Bonjour
Input: Translate "Goodbye" to French. Output: Au revoir
Input: Translate "AI is great" to French. Output: 

2. Chain of Thought (CoT)

Asking the model to "think step by step" reduces hallucinations and improves logical reasoning significantly.

Laboratory Research

3. The Delimiter Strategy

Use clear delimiters like triple quotes (""") or XML tags to separate instructions from the content being processed.

This prevents "prompt injection" where the user input might contain commands that confuse the model.

Lieblingsdinge
Lieblingsdinge

Hier schreibe ich über meine Lieblingsdinge.

Feb 28, 2023
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Tüm AI araçlarını tek bir çalışma alanında kullanmaya başlayın

Typely, çeşitli AI yeteneklerini, görsel oluşturmayı, araştırma yardımını ve sohbet tabanlı AI'yı kullanabileceğiniz birleşik bir çalışma alanı sunar. Hepsi tek bir kredi tabanlı sistem üzerinden.

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