IjPdZddlmZddlmZmZmZmZmZddl m Z GddZ y)z.localsi$()%L&1122TV&X&-&:&:2A&>&K7) +G** , systemuser local_factoryrrrzfu-rrrzFollow-up generated via rrr)correlation_id interview_idstatusstubmessagerrr)rpersonavaluemodeplanned_questioncandidate_answerjob_descriptionrr dictr enumerateget isinstancerstrlistrr)r*r SUCCEEDEDbool) selfr r%r&r"datar,providerifrs ` r!generate_follow_upz$InterviewsService.generate_follow_ups R  W''( GOO4I4I3JK\\''( g6N6N5OP//01**3e45$1123&556  8  t "&3E&  dH"$((<"8">B?  @1!T"quuV} quuTS9-.vr*+%% ,l 3 9r:   @    "11 --&&.xj9!$((+=tJ?O"PQ!DHH]3AzB     s&B"G+%G"&)G+BG%)A:G+%G+cnKd}djdjjdjdjdj dj }dtffd }t||| d{\}}}tjjtj|d ||jd d |jdt|jdxsgt|jdxsgt!|jdxsd S7w)NzEvaluate one live interview answer. Return JSON: {"score":0-1,"feedback","strengths":[],"gaps":[],"next_action":"continue|follow_up|wrap_up"}rrz Q: z A: rz Skills: r ctjj}|dkrdn|dkrdnd}|d|dkDrdgng|d krd gng|d krd d Sd d S)N(g?gffffff?g333333?z5Answer captured. Add concrete metrics where possible.zRelevant to the questiong?zNeeds more evidence / examples follow_upr)scorefeedback strengthsgapsr)lenr2strip)lengthrHr s r!r"z0InterviewsService.evaluate_answer..localUsz11779:F"RKDFSLSdES=Cb[89b>Cdl9:PR.3dl{   AK  r#r$zAnswer evaluated via rHg?rIrJrKrr) r)r*r+r,r-rH max_scorerIrJrKr)rr.r/questionr2r3rr4r rr)r*rr:r6r9r8)r<r r%r&r"r=r,r>s ` r!evaluate_answerz!InterviewsService.evaluate_answerGs? >  W''( GOO4I4I3JK""#5)A)A(BC**+:g6J6J5K M t &3E&  dH&"11 --&&+H:6((7#XXj)488K06B7dhhv&,"-DHH]3AzB   sA:D5=D3>B6D5N) __name__ __module__ __qualname__rrrArrrQr#r!r r s,6 6 DT6 p( ,( ( r#r N) __doc__app.schemas.commonrapp.schemas.interviewsrrrrrapp.services.ai_generater r rUr#r!rZs&B(3a a r#