o )riG@snddlmZddlZddlmZeejdZdedefddZ d ed edefd d Z d ed e de fddZ dS))OpenAIN)settings)api_key text_contentreturnc Csd|ddd}z!tjjjddddd |dgd d id }|jd jj}t|WSt yF}zt d|iWYd}~Sd}~ww)zM Sends the resume text content to OpenAI to extract structured data. u_ You are a professional resume parser. Extract the following information from the resume text provided below. Return the output in a strictly valid JSON format with the following keys: - is_resume (boolean, true if the text appears to be a resume/CV, false otherwise) - name (string) - email (string) - phone (string) - location (string) - summary (string) - experience (string, format as a perfect list of bullet points using '-' or '•') - education (string, format as a perfect list of bullet points using '-' or '•') - skills (string, format as a perfect list of bullet points using '-' or '•') - certifications (string, format as a perfect list of bullet points using '-' or '•') - languages (string, format as a perfect list of bullet points using '-' or '•') - projects (string, format as a perfect list of bullet points using '-' or '•'. Thoroughly scan for standalone 'Projects' sections, 'Academic Projects', 'Personal Projects', or key projects mentioned within 'Professional Experience'. Extract all relevant project details.) - others (string, format as a perfect list of bullet points. Extract ALL other information present in the resume that does not fit into the categories above, such as Awards, Hobbies, Volunteering, References, Publications, etc.) - linkedin_url (string) - github_url (string) CRITICAL: For experience, education, skills, certifications, languages, projects, and others, ensure the output is well-structured with clear, perfect bullet points. If a field is not found, set it to null. Resume Text: Ni:z gpt-4o-minisystemz, "score": , "pitch": , "missing_skills": [] } ] } rrz6You are a precise ranking assistant. Output JSON only.r r r rrrrankingszError in bulk ranking: N) rdumpsrrrrrrr rgetrr)r$r)rrr rr r r!bulk_rank_resumesOs(r-) openairrdatabaserOPENAI_API_KEYrstrdictr"r(listr-r r r r!s   -