Prompt Engineering

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Prompt Engineering

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Prompt Engineering

Techniques

Technique	Description	Example
Zero-shot	No examples, just instruction	"Classify this review as positive or negative"
Few-shot	Provide 2-5 examples	Show 3 examples before asking
Chain-of-thought	Step-by-step reasoning	"Let's think step by step"
Role prompting	Assign persona	"You are an expert mathematician"


python
# Example using OpenAI API
import openai
response = openai.ChatCompletion.create(
    model="gpt-3.5-turbo",
    messages=[
        {"role": "system", "content": "You are a helpful tutor."},
        {"role": "user", "content": "Explain gradient descent."}
    ]
)
print(response.choices[0].message.content)

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Document outline

Keep your place and jump directly to a heading.

Table of Contents

System Normal // Awaiting Context

Intelligence Hub

Navigate the knowledge graph to generate context. The Hub adapts dynamically to surface backlinks, related notes, and metadata insights.

Open library →Launch Assessment Engine