mi.SrSSKJr SSKrSSKrSSKJr SSKJr SSKJ r \ "5 SSK J r J r Jr SSKJr SS KJrJr SS KJr SSKrS rSS KJr SSKJr SSKJrJr SSKJ r Sr!Sr"\ "SS/S9r#"SS\5r$SSjr%SSjr&\#ROS5\ "\5\ "\54SSjj5r(g!\ a Nf=f!\ a S rNf=f)zd Chat: evaluadora senior NEE (Chile) usando la tabla knowledge_documents como base de conocimiento. ) annotationsN)datetime)List) load_dotenv) APIRouterDependsstatus) JSONResponse) BaseModelField)SessionTF)get_current_active_user)get_db)AIConversationModelKnowledgeDocumentModel) UserLoginiiz/chatzNEE Evaluator Chat)prefixtagscB\rSrSr%\"SSSS9rS\S'SS SS 0/00rS rg ) NeeEvaluatorChatRequest-.z3User question about NEE / evaluation / PIE in Chile) min_length descriptionstrquestionjson_schema_extraexamplesu6¿Cómo registro una adaptación curricular en el PIE?N) __name__ __module__ __qualname____firstlineno__r r__annotations__ model_config__static_attributes__rWC:\Users\jesus\Desktop\proyecto_pie360\backend\app\backend\routes\nee_evaluator_chat.pyrr-s1#!9noHco'* D|7}6~)ALr'rcZUR[5R[RS:H5R [R R 55R5n/nUGHnUR=(d SR5=(d SUR 3nUR=(d SR5nU(dMi/nUR(aURSUR35 UR(aURSUR35 SU3nU(aUSSRU5S 3- nURUS U35 GM S RU5n[U5[ :a US[ S -nU$) NTz Documento ztype: z category: z## z (z, ) z --- z [... context truncated ...])queryrfilter is_activeorder_byidascalltitlestripcontent document_typeappendcategoryjoinlenMAX_KNOWLEDGE_CONTEXT_CHARS) dbrowspartsrr4bodymetaheadjoineds r(_load_knowledge_contextrE3sY '( &00D8 9 (++//1 2   E B%%'>Zv+> R&&(  ?? KK& 12 3 :: KK*QZZL1 2UG}  b4)+ +D vRv&'   &F 6{005569ZZ Mr'cNUR5=(d SnSUS[S3$)Nu(No hay documentos activos en knowledge_documents; responde con criterio profesional general sobre NEE/PIE en Chile, sin inventar normas específicas.)uYou are a senior educational evaluator in Chile. Your expertise is special educational needs (NEE), inclusive education, PIE (Plan Individual de Apoyo), curricular adjustments, and evaluation aligned with Chilean school reality. Respond in clear Spanish. Be precise, supportive, and professional—like an experienced evaluator who supports teams working with NEE students. Ground your answer in the KNOWLEDGE BASE below when it is relevant. If the knowledge base does not cover the question, answer with sound professional judgment and explicitly avoid fabricating laws, decrees, or institutional details. KNOWLEDGE BASE (from knowledge_documents): z/ Hard rules: - Maximum length of your answer: z characters (including spaces). Do not exceed this limit. - Do not cite internal system labels; write for teachers and coordinators. )r5MAX_RESPONSE_CHARS)knowledge_blockkbs r(_build_system_instructionrJOsD    ~%~B"#5!56  r'z/nee-evaluatorc $[(d[[RSSSS.S9$[R "S5nU(d[[RSSSS.S9$UR =(d SR5nU(d[[RS S SS.S9$[U5n[U5n[R"US 9n[R "S S 5nURRUUUS9n U R=(d SR5n ['U 5[(:aU S[(S- R+5S-n [-USS5=(d [-USS5=(d Sn [%[.R0"55n Sn[3U S5(a(U R4(a[-U R4SS5n[7U b [9U 5OSU [-U SS5USU UU[:R<"5[:R<"5S9 nUR?U5 URA5 URCU5 URDn[[RHSSU ['U 5[([KUR55UUS.S.S9$![ a2n [[R"SS[%U 53SS.S9sSn A $Sn A ff=f![ a URG5 SnNf=f)z Chat with a senior NEE-focused evaluator persona. Uses active rows from `knowledge_documents` as context. Response text is capped at 1260 characters. izopenai package not installedN)r messagedata) status_coder6OPENAI_API_KEYzOPENAI_API_KEY not configuredr*izquestion is required)api_keyNEE_EVALUATOR_MODELz gpt-4o-mini)modelinput instructionsizOpenAI error: ru…r1user_idusage total_tokensnee_evaluator_chat) rU session_idprevious_response_id input_text instruction response_textrR tokens_used added_date updated_dateOK)responseresponse_length max_lengthknowledge_documents_usedconversation_idrR)&OPENAI_AVAILABLEr r HTTP_500_INTERNAL_SERVER_ERRORosgetenvrr5HTTP_422_UNPROCESSABLE_ENTITYrErJopenaiOpenAI responsescreate output_text ExceptionHTTP_502_BAD_GATEWAYrr;rGrstripgetattruuiduuid4hasattrrVrintrnowaddcommitrefreshr1rollback HTTP_200_OKbool)rA session_userr=rPrrHrTclient model_namercraweuidsidr^rowconv_ids r(nee_evaluator_chat_messager`s  ==9  ii()G ==:   #**,H <<"/EtT  .b1O,_=L ]]7 +F0-@J ##**%+  ##)r002 3x$$*&*+224u< ,d + Zw|YPT/U ZYZC djjl CKx!!hnnhnnndC ! #CHQ!(4!>,#||~!   s   3&& &&#&s80,01F1F1H,I#*#    Q  33+CF84   H  s1)>J1BK01 K-;'K("K-(K-0LL)r=r returnr)rHrrr)rArrrr=r ))__doc__ __future__rrjrvrtypingrdotenvr ImportErrorfastapirrr fastapi.responsesr pydanticr r sqlalchemy.ormr rmrhapp.backend.auth.auth_userrapp.backend.db.databaserapp.backend.db.modelsrrapp.backend.schemasrrGr<rXrrErJpostrrr'r(rs #  "M/.*%"?*M)%    AiA 8")*&&=>&/h !hh h+hc  s# B: C:CCCC