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ragflow/rag/prompts/resume_work_exp_en.md
Yao Wei f8c91e8854 Refa: Resume parsing module (architectural optimizations based on SmartResume Pipeline) (#13255) 
Core optimizations (refer to arXiv:2510.09722):

1. PDF text fusion: Metadata + OCR dual-path extraction and fusion

2. Page-aware reconstruction: YOLOv10 page segmentation + hierarchical
sorting + line number indexing

3. Parallel task decomposition: Basic information/work
experience/educational background three-way parallel LLM extraction

4. Index pointer mechanism: LLM returns a range of line numbers instead
of generating the full text, reducing the illusion of full text.

---------

Co-authored-by: Aron.Yao <yaowei@yaoweideMacBook-Pro.local>
Co-authored-by: Aron.Yao <yaowei@192.168.1.68>
Co-authored-by: Yingfeng <yingfeng.zhang@gmail.com>
2026-03-02 19:05:50 +08:00

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Please extract work experience from the following line-indexed resume text.

{indexed_text}

Extract into JSON, each work experience entry contains: {{ "workExperience": [ {{ "company": "", "position": "", "internship": 0, "start_date": "", "end_date": "", "desc_lines": [start_index, end_index] }} ] }}

Field descriptions:

  • company: Full company name (including region info in brackets), e.g. "Google Inc."
  • position: Job title, follow original text, do not fabricate or guess
  • internship: Whether this is an internship, 1 for yes, 0 for no
  • start_date: Start date, format %Y.%m or %Y, e.g. "2024.1"
  • end_date: End date, use "Present" if still employed, "" if not available
  • desc_lines: [start_line, end_line], line number range for job description (integer array)
    • Refers to the original text reference range for job description, including achievements, responsibilities, tech stack, etc.
    • Include as much as possible until the next work experience entry or other section heading
    • STOP before these section headings (do not include them in desc_lines): Self-evaluation, Personal Summary, Skills, Technical Skills, Education, Project Experience, Certificates, Languages, Hobbies, Career Objective
    • Use [] if not available

Example: [22]: Google Inc. 2021.11-2022.11 Senior Engineer [23]: Job description: Responsible for backend development [24]: Achieved 99.9% uptime for core services Then desc_lines should be [23, 24]

Return JSON only. /no_think