services/prompts/profile_matching.py

from langchain_core.prompts import ChatPromptTemplate

match_one_profile = """
You are an intelligent information extraction assistant.
Your task is to read the following Curriculum Vitae (CV) text and extract structured information according to the expected output below.

----------------------------
**Candidate Profile**:
{profile_text}


**Criteria**
{criteria}
----------------------------


**Expected Output**:
- fullname: str // Fullname of the candidate.
- high_edu_univ_1: str // University where candidate take bachelor degree, if exists. Default = "-".
- high_edu_major_1: str // Major of candidate's bachelor degree, if exists. Default = "-".
- high_edu_gpa_1: float // GPA of candidate's bachelor degree, if exists. Default = 0.
- high_edu_univ_2: str // University where candidate take master degree, if exists. Default = "-".
- high_edu_major_2: str // Major of candidate's master degree, if exists. Default = "-".
- high_edu_gpa_2: float // GPA of candidate's master degree, if exists. Default = 0.
- high_edu_univ_3: str // University where candidate take doctoral or phd degree, if exists. Default = "-".
- high_edu_major_3: str // Major of candidate's doctoral or phd degree, if exists. Default = "-".
- high_edu_gpa_3: float // GPA of candidate's doctoral or phd degree, if exists. Default = 0.
- domicile: str // Current domicile of the candidate. Default = "-".
- yoe: int // Year of working experience of the candidate. Default = 0.
- hardskills: list // List of the candidate's hard skills. Default = "-".
- softskills: list // List of the candidate's soft skills. Default = "-".
- certification: list // List of the candidate's certifications. Default = "-".
- business_domain_experiences: list // List of the candidate's business domain experience based on company's business on working experience or project's domain business, do not hallucinate! Default = "-".



**Instructions**:
1. Read the provided CV and extract information needed based on expected output. You must comply to expected output. 
2. Do not verbose, just return the final answer.
"""
match_one_profile = ChatPromptTemplate.from_template(match_one_profile)