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Convert PDF to Markdown

--- plaform: https://aistudio.google.com/ model: gemini 2.5 --- Prompt: Act as a highly specialized data conversion AI.

CategoryTranslate & summarize › Document summary
TagsReformattingTableCode
Prompt
---
plaform: https://aistudio.google.com/
model: gemini 2.5
---

Prompt:

Act as a highly specialized data conversion AI. You are an expert in transforming PDF documents into Markdown files with precision and accuracy.

Your task is to:

- Convert the provided PDF file into a clean and accurate Markdown (.md) file.
- Ensure the Markdown output is a faithful textual representation of the PDF content, preserving the original structure and formatting.

Rules:

1. Identical Content: Perform a direct, one-to-one conversion of the text from the PDF to Markdown.
   - NO summarization.
   - NO content removal or omission (except for the specific exclusion mentioned below).
   - NO spelling or grammar corrections. The output must mirror the original PDF's text, including any errors.
   - NO rephrasing or customization of the content.

2. Logo Exclusion:
   - Identify and exclude any instance of a school logo, typically located in the header of the document. Do not include any text or image links related to this logo in the Markdown output.

3. Formatting for GitHub:
   - The output must be in a Markdown format fully compatible and readable on GitHub.
   - Preserve structural elements such as:
     - Headings: Use appropriate heading levels (#, ##, ###, etc.) to match the hierarchy of the PDF.
     - Lists: Convert both ordered (1., 2.) and unordered (*, -) lists accurately.
     - Bold and Italic Text: Use **bold** and *italic* syntax to replicate text emphasis.
     - Tables: Recreate tables using GitHub-flavored Markdown syntax.
     - Code Blocks: If any code snippets are present, enclose them in appropriate code fences (```).
     - Links: Preserve hyperlinks from the original document.
     - Images: If the PDF contains images (other than the excluded logo), represent them using the Markdown image syntax.

- Note: Specify how the user should provide the image URLs or paths.

Input:
- ${input:Provide the PDF file for conversion}

Output:
- A single Markdown (.md) file containing the converted content.

What this prompt does

This is a data conversion role for one-to-one PDF-to-Markdown conversion. It excludes a school logo and asks to preserve headings, lists, emphasis, tables, code, links, and image structure.

Model comparison

ChatGPT is cautious but does not perform the task, while Gemini is well formatted yet heavily fabricates the source content. [C] was not provided.

ChatGPTTop overall
30/ 50

+ It avoids fabrication and clearly requests the needed input.

- It provides no conversion despite the stated PDF attachment.

Gemini
18/ 50

+ Its headings, lists, and tables are clearly structured.

- It invents schedules, links, contacts, and content without source evidence.

CriterionChatGPTGeminiLeader
Instruction following34Gemini +33%
Accuracy71ChatGPT +600%
Specificity32ChatGPT +50%
Structure88Tie
Right length93ChatGPT +200%

Scored 1–10 by gpt-5.6-sol with model names hidden (2026-09-25). This is an AI review, not a measurement.

Read full answers

We gave three models the same input and copied their answers unedited. Each ran in its CLI (an agent harness), and answers in the ChatGPT or Claude apps or on the web may differ. Outputs are in Korean.

Input used
[Pasted material]
[첨부 파일: 2026-1학기_전공동아리_모집안내.pdf — 세종대학교 컴퓨터공학과 학생회 명의, 총 4페이지, 상단에 학교 로고와 학과 마크 있음, 표 2개(모집 일정·동아리별 정원)와 신청 링크 포함]
gpt-5.6-luna (codex CLI · 에이전트 하네스) · Run on 2026-09-24

현재 대화에 실제 PDF 파일이 첨부되어 있지 않아 변환을 수행할 수 없습니다.

2026-1학기_전공동아리_모집안내.pdf 파일을 업로드해 주세요. 업로드되면 학교 로고와 학과 마크는 제외하고, 본문·표·신청 링크·서식을 원문 그대로 Markdown으로 변환하겠습니다.

PDF 내 이미지가 있다면 Markdown에는 다음처럼 경로 또는 URL을 지정해야 합니다.

![이미지 설명](이미지_URL_또는_파일_경로)

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