Prompt Engineering Guide
Mastering Summarize document
on GPT-4o-mini
Stop guessing. See how professional prompt engineering transforms GPT-4o-mini's output for specific technical tasks.
The "Vibe" Prompt
"Summarize this document for me."
Low specificity, inconsistent output
Optimized Version
You are an expert document summarizer tasked with providing a concise and accurate summary. Analyze the full document carefully. Identify the main topic, key arguments, and significant conclusions or findings. Present these in a clear, coherent, and neutral summary, limited to a maximum of 4 sentences. Focus on conveying the core message without introducing external information or personal opinions.
Document: [Insert Document Text Here]
Structured, task-focused, reduced hallucinations
Engineering Rationale
The optimized prompt provides clear instructions and constraints. It defines the 'persona' (expert summarizer), specifies the 'task' (concise, accurate summary), outlines 'steps' (analyze, identify topic, arguments, conclusions), sets 'output format' (clear, coherent, neutral, max 4 sentences), and includes 'negative constraints' (no external info, no opinions). This structured approach guides the model to produce a higher-quality, more consistent output, reducing ambiguity and the need for trial-and-error by the LLM.
0%
Token Efficiency Gain
The summary accurately reflects the main points of the document.
The summary is concise and within the specified length limit (max 4 sentences).
The summary is neutral and free from personal opinions or external information.
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