fiL|SSKrSSKrSSKrSSKrSSKJrJrJrJr SSK J r SSK J r J r JrJrJrJr "SS5rg)N)DictListAnyOptional) AsyncGroq)SCENARIO_GENERATION_PROMPTCHARACTER_ROLEPLAY_PROMPTCHARACTER_CONCLUSION_PROMPT CHARACTER_GUIDED_ROLEPLAY_PROMPTSKILL_ANALYSIS_PROMPTget_skill_analysis_templatecv\rSrSrSrS\4SjrS\\\44Sjr Sr S\\\4S\ \\\44S jr S \ \\\4S \ \\\4S\4S jrSS\\\4S \ \\\4S\S\S \ \\\4S\ \4 SjjrSS\\\4S\ \\\4S\S\ \\\44SjjrS\S\ \4SjrS\S\ \4SjrSrg ) GroqServicecSSKJn U"5 [R"S5nU(d0[ S5 [ S5 [ S5 SUlSUlO[US9UlS UlS UlSSSS .SSSS .SSSS .S .Ul g) Nr) load_dotenv GROQ_API_KEYu@⚠️ WARNING: GROQ_API_KEY not found in environment variablesuL ℹ️ Groq service will not be available. System will use Ollama only.uJ ℹ️ To use Groq, set GROQ_API_KEY in your .env file or environmentF)api_keyTzopenai/gpt-oss-20binputoutputtotal)preview conversation assessment) dotenvrosgetenvprintclient availablermodel token_counts)selfrrs G/var/www/eduai.edurigo.com/roleplay/production/services/groq_service.py__init__GroqService.__init__s& ))N+ T U ` a ^ _DK"DN#G4DK!DN) "#a!<&'1qA$%Q? operation_typec nU(a[US5(a[US5(aURnURnURnURUS==U- ss'URUS==U- ss'URUS==U- ss'[ SUSUSUS U35 g g g g ) z*Update token counts for specific operation prompt_tokenscompletion_tokensrrrzGROQ Token count for z: Input=z , Output=z, Total=N)hasattrr+r, total_tokensr#r)r$r) usage_stats input_tokens output_tokensr.s r%_update_token_countGroqService._update_token_count(s 7;@@W[ZmEnEn&44L'99M&33L   n -g 6, F 6   n -h 7= H 7   n -g 6, F 6 ).)9,yYfXggop|o}~ Fo@;r(returnc6URR5$)z+Get current token counts for all operations)r#copy)r$s r%get_token_countsGroqService.get_token_counts5s  %%''r(cPURHnSSSS.URU'M g)zReset all token countersrrN)r#)r$ operations r%reset_token_countsGroqService.reset_token_counts9s)**I56!a+PD  i (+r( admin_inputc # SnUSR5Hup4X#SUS3- nM SnURS5nU(a1Sn[US5HupxXWSURS S5S3- nM! [R"US US X%-S R US 5S9n UR RRRSSS.SU S./URSSS9IShvN n URSU R5 U RSRRR!5n U R#S5(aU SSn U R%S5(aU SSn [&R("U 5$N![&R*a&n [-SU 35 [-SU 35 Sn A gSn A ff=f![.an [-SU 35 Sn A gSn A ff=f7f) z-Generate structured scenario from admin inputdetails:  roleplay_questionszO GUIDED CONVERSATION QUESTIONS (The scenario should accommodate THESE topics): . questioncategory objective, skills_to_assess)rGrHr@skillssystemzHYou are a training scenario expert. Always respond with valid JSON only.rolecontentuserffffff?imessagesr" temperature max_tokensNrr```json```zJSON parsing error: Response text: zError generating scenario: )itemsget enumeraterformatjoinr chat completionscreater"r2usagechoicesmessagerOstrip startswithendswithjsonloadsJSONDecodeErrorr Exception) r$r= details_textkeyvaluequestions_textrCidxqpromptresponse response_textes r%generate_scenarioGroqService.generate_scenario>s: L))4::< %r% 33 = N!,1E!F !!t'(:A>FC"Rj"0E/Fb&IIN?066$Z0%k2$5yy-?!@A F"[[--99@@!)#m !'#) jjAH"  $ $Y ?$,,Q/77??EEGM  ++I66$1!"$5M ))%00$1#2$6Mzz-00;<'' ,QC01 78    /s3 4 smG0C)G -F .AG A F G0 G G"G>G G0GG G-G(#G0(G--G0rCconversation_historyc ^ U(dgSRUVs/sHo3RSS5PM sn5R5m /n[US5HupVURSS5R5nUR 5SSn[ U 4S jU55n U (aS OS n UR S US URSS5SU 35 M [U5HupVURSS5R5nUR 5SSn[ U 4SjU55n U (aMVUR SUS-SURSS535 O SRU5$s snf)z Analyze conversation history to determine which guided questions have been addressed. Returns a formatted string explaining the progression status. z&No guided questions for this roleplay. rer?rDrFNc3P># UHn[U5S:dMUT;v M g7fr|Nlen.0keywordconversation_texts r% .)eWTWX_T`cdTd8G'88& &u ✓ ADDRESSEDu⚠ NOT YET ADDRESSEDz Question rA - c3P># UHn[U5S:dMUT;v M g7fr~rrs r%rrrrz **NEXT FOCUS**: Question rB)r_r\lowerr]splitanyappend) r$rCryturnprogression_linesrqrr question_textkeywords addressedstatusrs @r%_analyze_question_progression)GroqService._analyze_question_progression|st "; HHJ^%_J^$hhy"&=J^%_`ffh 2A6FCEE*b1779M$**,Ra0HeeeI(1_7NF  $ $yRj"8M7NcRXQY%Z [7 23FCEE*b1779M$**,Ra0HeeeI9!((+FsQwisSTSXSXYcegShRi)jk 4yy*+++&`sE=Nscenario user_message is_conclusionc (# SnUH#nUSS:XaSOUSSnXhSUSS 3- nM% [UV s/sHoRS5S:XdMU PM sn 5S -n URS S 5n URS S5n URSS5n URSS5nURSS5nU(aR[nUSSUSSUSSUSSUSRSS5USSUSSUSSUUS. nGOU(a[nSn[ US 5H!unnUUSURSS5S 3- nM# UR XR5n0S USS_SUSS_SUSS_SUSS_SUSRSS5_SUSS_SUSS_S!URS!S5_S"URS#05RSS5_SUSS_S$U_S%U_S&U_S'U_S U _S(U _SU _UUU S).EnO[ n0S USS_SUSS_SUSS_SUSS_SUSRSS5_SUSS_SUSS_S!URS!S5_S"URS#05RSS5_SUSS_S&U_S'U_S U _S(U _SU _SU_SU_S*U 0EnUR"S70UD6nURRRRS+S,S-.S.US-./URS/S0S19IS2hvN nURS3UR5 URS4R R"R%5$s sn fNV![&an[)S5U35 S2nAg6S2nAff=f7f)8z&AI character responses during roleplayr?speakerlearnerLearner ai_characternamerArerBrD roleplay_namezRoleplay Sessionai_role Character learner_role difficultymediumdurationi, personalitygoals backgroundemotional_stateneutralscenario_setupcontext environment constraints) character_namerrrrrrrryrrErFrrHadditional_infor@guided_questionsquestion_progress_analysisryrcharacter_role)rr current_turnrrLa"You are a world-class roleplay AI. You MUST stay strictly in character as a human-like counterpart (client, customer, etc.). You NEVER break character. You MUST follow the provided 'MANDATORY GUIDED QUESTIONS' if they exist. Respond professionally, naturally, and concisely (1-3 sentences).rMrPg?irRNrrzError in character roleplay: z:I'm having trouble responding right now. Please try again.)rr\r r r]rr r^r r`rarbr"r2rcrdrerOrfrlr)r$rryrrrC history_textrrtrrrrrrprompt_template prompt_kwargsrprqrrquestion_progressrsrtrvs r%play_characterGroqService.play_charactersco PL,'+I)'C)R`IabhIi)2d9o->b AA - +?a+?a55CSW`C`+?abeffL%LL:LMM%\\)[AN#<< BL!lH=J||J4H"=&.~&>v&F#+N#;M#J%n5g>"*>":<"H'/'?'C'CDUW`'a'(89)D#+,<#=m#L#+,<#=m#L,8$0 ! $"B!#'(:A>FC"Rj"0E/Fb&IIN?%)$F$FGY$p!!$h~&>v&F!!8N#;M#J!Xn5g>!!(>":<"H ! &x'?'C'CDUW`'a ! x(89)D !"8,<#=m#L! k2!>!&x||Ir'B'F'F|UW'X!"8,<#=m#L!'!12C!+L!#L!$]! %n!!"#L#!$#- ($0)! .#<!$h~&>v&F!!8N#;M#J!Xn5g>!!(>":<"H ! &x'?'C'CDUW`'a ! x(89)D !"8,<#=m#L! k2!>!&x||Ir'B'F'F|UW'X!"8,<#=m#L!+L!#L!$]!%n!#L! !*!!"#!$#L%! *%++ >G b`* P 1!5 6O PsSN4M-M&M&J:M-M+AM-%N&M-- N7N N NNconversation_turnsengagement_metadatac d^# SnUHnUSS:XaSOSnXFSUSS3- nM S US S US S USSSUSSUSSSUSSS3 nUSn[U5n [R"SRU5UUUU S9n URR R RSSS.SU S./URSSS 9IS!hvN n URS"U R5 U RS#RRR5n U RS$5(aU S%S!n OU RS&5(aU S'S!n U R!S&5(aU S!S(n U R5n ["R$"U 5m['U4S)jS*55(d [)S+5 g!T$N!["R*an [)S,U 35 [)S-U 35 S#S!KnUR/S.XR05nU(a\["R$"UR355m[)S/5 TsS!n A $!["R*a [)S05 Of=fS!n A g!S!n A ff=f![4an [)S1U 35 S!n A g!S!n A ff=f7f)2z:Comprehensive skill analysis with engagement-aware scoringr?rrrz AI CharacterrArerBz Category: rGz Objective: rHz Context: rrz Success Criteria: success_criteriaz AI Character: rrrrrJrI)rKscenario_contextrrskill_analysis_templaterLzYou are an expert skill assessor. Provide STRICT, ACCURATE analysis in valid JSON format only. Do NOT inflate scores. Follow the engagement-based score ceilings exactly.rMrPg333333?i rRNrrrVrWrXr|rYc3,># UH oT;v M g7f)Nr)rrnanalysiss r%r-GroqService.analyze_skills..OsM7Ls(?7Ls)skill_analysisoverall_performanceconversation_analysisrecommendationszAnalysis missing required keysz JSON parsing error in analysis: rZz\{.*\}z0Successfully extracted JSON using regex fallbackzRegex fallback also failedzError analyzing skills: )r r r^r_r r`rarbr"r2rcrdrerOrfrgrhrirjallrrkresearchDOTALLgrouprl)r$rrrrrrrrKskill_templatersrtrurvr json_matchrs @r%analyze_skillsGroqService.analyze_skillssW  " *'+I)'C)!y4 ?2C2%FF!+ $ J  ! [ ! "# # $Y / 01./01'/0H^4L\4Z3[\   01F8@N*11yy(!1$7.(6 F"[[--99@@!)$O !'#) jjAH"  $ $\8>> B$,,Q/77??EEGM"  ++I66$1!"$5M"--e44$1!"$5M ))%00$1#2$6M - 3 3 5 ::m4M7LMMM:;OR'' 8<= 78YYy-K <#'::j.>.>.@#APQ'//<:;< "  ,QC0 1 sJ0CJ G AJ )BG J0G J0 J JAJ#0IJJ J0I;8J:I;;J>J J0JJ J-J(#J0(J--J0rsc# URRRRSSS.SUS./URSSS9IShvN nUR S UR 5 URS RRR5$NQ![an[S U35 SnAgSnAff=f7f) z)Get a simple text completion from the LLMrLz]You are a helpful assistant. Provide clear, natural responses without any formatting symbols.rMrPrQirRNrrzError getting completion: ) r r`rarbr"r2rcrdrerOrfrlr)r$rsrtrvs r%get_completionGroqService.get_completionjs ![[--99@@!)$C !'#) jjAH"  $ $Y ?##A&..66<<> >'*  .qc2 3 sBCAB B ABCB B?'B:5C:B??Ctextc0# UR(dgU(a[UR55S:XagUSSn[R"S5nSnSU3SS.nS S US S .n[ S USSS35 [ R"SS9IShvN nURX4US9IShvN nSSS5IShvN WRS:XaTURnU(a?[R"U5RS5n [ S[U 5S35 U $g[ SURSUR35 gNNN!,IShvN (df  N=f![a!n [ S[!U 535 Sn A gSn A ff=f7f)z Generate human-like voice using Groq's TTS model. Uses direct HTTP request to avoid SDK version conflicts. Returns base64 encoded audio string. Nrirz+https://api.groq.com/openai/v1/audio/speechzBearer zapplication/json) Authorizationz Content-Typezcanopylabs/orpheus-v1-englishtaramp3)r"voicerresponse_formatz*INFO: Requesting TTS from Groq for text: 'z...'g>@)timeout)headersrizutf-8z'SUCCESS: Generated TTS base64 (length: )zERROR: Groq TTS API returned rAzEXCEPTION in generate_tts: )r!rrfrrrhttpx AsyncClientpost status_coderObase64 b64encodedecoderrlstr) r$rrurlrpayloadr rt audio_data b64_audiorvs r% generate_ttsGroqService.generate_ttss ~~s4::<(A-ET{" ii/G?C$+7)!4 2G 9#( G >tCRykN O((66&!'S!PP76##s*%--  & 0 0 < C CG LICC NCSSTUV$$5h6J6J5K2hmm_]^7P7666  /Ax8 9 s=FAE(EE(E)E *E. E(9E :A%E(F E(!F"%E(FE( E E(E%E  E%!E(( F2F FFF)r!r r"r#)FN)r?)__name__ __module__ __qualname____firstlineno__r&rr2rrr7r;rrwrrboolrrrr__static_attributes__rr(r%rrs . @# @($sCx.(Q <4S><htTWY\T\~F^<|,T#s(^@T,lpquvy{~v~qmA,FI,@qPT#s(^qPSWX\]`be]eXfSgqPwzqPLPqPnrswx{}@x@sAnBqPNVWZN[qPfYT#s(^YQUVZ[^`c[cVdQeY|YJRSWX[]`X`SaJbYv38C=82s2x}2r(r)rrirrtypingrrrrgroqrconfig.promptsrr r r r r rrr(r%rs0 ,,hhr(