55i=! >ddlmZmZmZmZmZddlmZddlm Z ddl m Z ddl m Z ddlZddlZddlZddlZddlmZmZejdZeZee d gd gd g ed e d d eddZededdededfdededefdZdZGdde Z Gdde Z!Gd d!e Z" d/d"eded#ed$ed%ed&ef d'Z#ed(d)e fd*Z$ed+d)e!fd,Z%ed-d)e"fd.Z&dS)0)FastAPI UploadFileFile HTTPExceptionQuery FileResponse) StaticFiles)CORSMiddleware) BaseModelN)clean_live_textclientzvrs-app*) allow_origins allow_methods allow_headersz/staticstatic) directory)name/c$KtdS)zServe the main HTML page.zstatic/index.htmlr /var/www/html/pixcura-vrs/app.pyrootrs + , ,,rz/api/transcribesmartz^(direct|smart)$)regex radiology.mode specialtyfilecKtjdd5}|d{V}|||j}dddn #1swxYwY t |d5}t jj d|dd }dddn #1swxYwYnA#t$r4}t d |td d | d}~wwxYwt|tr|nt!|dd} | stdd d} d} |dkrW t%| |d} nC#t$r6}t|} d} t d|Yd}~nd}~wwxYw|| | | d t'j|S#t*$rYSwxYw# t'j|w#t*$rYwwxYwxYw)z mode = "direct" -> return raw transcript only mode = "smart" -> try to return cleaned transcript using clean_live_text() (falls back to raw if cleaner fails) Fz.webm)deletesuffixNrbzgpt-4o-mini-transcribetexten)modelr!response_formatlanguagezOpenAI transcription error: %sizTranscription error: ) status_codedetailizNo text recognized from audio.r)raw_transcriptr r*zclean_live_text failed: %s)rrawcleaned clean_error)tempfileNamedTemporaryFilereadwriteropenraudiotranscriptionscreate Exceptionlogger exceptionr isinstancestrgetattrstripr osremoveOSError) rr r!tmpdatatmp_pathf transcriptioneraw_textr0r1s r transcriberK%s  $E' B B BcYY[[       $8 9 h%%  & ; B B2$*! !C!!                      =q A A A2q22  ( s;; 4MM33  ~~ 7    7?? B)#+'!  B B B!!ff   !=qAAAAAAAA B&     Ih        D   Ih        D s7AA #A )B:9)B." B:.B22B:5B26B:9G: C8/C33C88AGE&%G& F&0,F!G!F&& G0G GGG<G,+G<, G96G<8G99G<a You are an AI assistant specialized in healthcare documentation for a Voice Reporting System (VRS). Your role depends on the task: 1. REVIEW (task="review"): - Clean and polish the provided medical text - Fix grammar, punctuation, and capitalization - Ensure proper medical terminology and formatting - Preserve ALL medical meaning, findings, diagnoses, and numbers - Do NOT add or remove medical information - Maintain the original structure and flow 2. MODIFY (task="modify"): - Apply the user's natural language instruction to modify the existing text - The instruction will describe what change to make (e.g., "add that the patient has diabetes", "remove the mention of chest pain", "change the date to January 15th") - Make the requested change while preserving the rest of the text - Ensure the modified text remains grammatically correct and medically accurate 3. SMART_REPORT (task="smart_report"): - Convert the transcription into a structured, professional medical report - Format according to the specified specialty's conventions - Include appropriate sections (e.g., History, Findings, Impression for radiology) - Use proper medical terminology and formatting - If a signature is provided, append it at the end - Ensure the report is ready for clinical use Always respect medical accuracy and never invent or remove medical information. c.eZdZUeed<eed<eed<dS) ReviewRequestr&r targetN__name__ __module__ __qualname__r>__annotations__rrrrMrMs+ IIINNN KKKKKrrMc8eZdZUeed<eed<eed<eed<dS) ModifyRequestr& instructionr rNNrOrrrrUrUs7 IIINNN KKKKKrrUc8eZdZUeed<eed<dZedzed<dS) ReportRequestr&r N signature)rPrQrRr>rSrYrrrrXrXs8 IIINNN IsTz     rrXtask input_textrVrYreturnc |dkrd||d}n|dkrd|||d}n|dkrd|||d}n|Stjjddtd d t j|d gd d }|jdjj }|dkr0|r.| r|d| z }|S#t$r(}t d|||cYd}~Sd}~wwxYw)zACall OpenAI with the appropriate task and return the output text.reviewrZr r[modifyrZr r[rV smart_reportrZr r[rYz gpt-4o-minisystem)rolecontentuserg333333?i)r(messages temperature max_tokensrz zAI task error (%s): %sN)rchat completionsr9AI_SYSTEM_PROMPTjsondumpschoicesmessagerfr@r:r;r<) rZr r[rVrY user_contentresponse output_textrIs r call_ai_taskrus2 8   &(LL X   &(* LL^ # #&&(& LL ;*11!.>??DJ|,D,DEE2  &q)19??AA  > ! !i !IOO4E4E ! 5)//"3"355 5K 14;;;s#*CB'C DD<DDz /api/reviewrequestcK td|j|j}d|iS#t$r.}td|d|jicYd}~Sd}~wwxYw)zReview and clean medical text.r^r_rtzReview endpoint error: %sN)rur r&r:r;r<rvrtrIs rr^r^s -"'|   {++ ---4a888w|,,,,,,,-s$ A#AAAz /api/modifycK td|j|j|j}d|iS#t$r.}t d|d|jicYd}~Sd}~wwxYw)z'Modify text based on voice instruction.r`rartzModify endpoint error: %sN)rur r&rVr:r;r<rxs rr`r`s -"'|+    {++ ---4a888w|,,,,,,,-%* A"#AA"A"z /api/reportcK td|j|j|j}d|iS#t$r.}t d|d|jicYd}~Sd}~wwxYw)z4Generate structured smart report from transcription.rbrcrtzReport endpoint error: %sN)rur r&rYr:r;r<rxs rgenerate_reportr| s -"'|'    {++ ---4a888w|,,,,,,,-rz)NN)'fastapirrrrrfastapi.responsesr fastapi.staticfilesr fastapi.middleware.corsr pydanticr r2rAloggingrnlive_mode_exampler r getLoggerr;appadd_middlewaremountgetrpostr>rKrmrMrUrXrur^r`r|rrrrsWCCCCCCCCCCCCCC******++++++222222  55555555  9 % % gii%%%  )[[84448 DDD---  g%7888U;''tCyyJJ JJ JJJJdBI I!!!!!I!!! :: ::: :  :  ::::z- -- - - - -- -- - - - - - -= - - - - - -r