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ragflow/rag/prompts/resume_basic_info_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 basic information from the following line-indexed resume text.

{indexed_text}

Extract the following information into JSON. If a field does not exist, output "" or 0: {{ "name_kwd": "", "gender_kwd": "", "age_int": 0, "phone_kwd": "", "email_tks": "", "birth_dt": "", "work_exp_flt": 0, "current_location": "", "expect_city_names_tks": [], "expect_position_name_tks": [], "skill_tks": [], "language_tks": [], "certificate_tks": [], "self_evaluation_tks": "" }}

Field descriptions:

  • name_kwd: Full name, e.g. "John Smith"
  • gender_kwd: Male/Female, leave empty if not present
  • age_int: Current age, integer
  • phone_kwd: Phone number, keep original format including country code and brackets
  • email_tks: Email address, e.g. "xxx@gmail.com"
  • birth_dt: Date of birth, e.g. "1996-11"
  • work_exp_flt: Years of work experience, float
  • current_location: Current city/location, do not infer from work experience, must be explicitly stated
  • expect_city_names_tks: List of preferred work cities, must be explicitly stated in the resume
  • expect_position_name_tks: List of desired positions
  • skill_tks: List of skills/tech stack
  • language_tks: List of language proficiencies
  • certificate_tks: List of certificates/qualifications
  • self_evaluation_tks: Self-evaluation/personal strengths/summary, extract full original text

Return JSON only. /no_think