analysis.py

def generate_analysis(jd_data,resume_data,pipe):
    # jd_text = truncate_text(jd_data)  
         
    prompt = f"""
        Analyze the following resume and job description. Provide a detailed analysis of the match, including strengths, weaknesses, and an overall fit score between 0 and 1.

    Resume: {resume_data}

    Job Description: {jd_data}

    Provide your analysis in the following format:
    Score: [score between 0 and 1 (for resemblance of resume with job description)]
    Analysis: [Your detailed analysis in point-wise]
    Weaknesses:[weaknesses of the resume according to Job Description in point-wise]
    Strengths:[Strengths of the resume according to Job Description in point-wise]
    Areas of non-Alignment: [Areas of Alignment where the candidate is missing according to job description in point-wise]
    Areas of Alignment: [Areas of Alignment where the candidate is matching according to job description in point-wise]
    
    **PLEASE USE HEADINGS Score,Analysis,Weaknesses,Strengths,Areas of Alignment as it is**
    """ 
    response = pipe(prompt,max_new_tokens=5000, do_sample=True, temperature=0.7)

    return response, prompt
    # return prompt