bhASSKJrJr SSKJrJrJr SSKJr SSK r SSK J r J r SSK r SSKrSSKrSSKrSSKrSSKJr SSKrSSKJrJrJrJrJrJrJrJrJrJrJ r J!r!J"r"J#r#J$r$J%r%J&r&J'r' SSK(J)r) SS K*J+r+ \"S S S S 9r,"SS\5r-"SS\5r."SS\5r/"SS\5r0Sr1Sr2\,RgS5S\-4Sj5r4\,RgS5S\/S\ 4Sj5r\,RgS5S\.S\ 4Sj5r5SS K6J7r7 \7"5r6\,RgS!5S\04S"j5r:\,RwS#5S$5rc(US::a [S5eU$)Nrz*width and height must be positive integersrArBs r;validate_dimensions ImageRequest.validate_dimensions8s 6IJ Jr>c*\rSrSrSSSSSSSS .0rS rg ) ImageRequest.Config>exampleziGenerate a professional online training session with diverse learners interacting through virtual screens realisticr1r*r,r@r'r(r)r+r-r/N__name__ __module__ __qualname____firstlineno__json_schema_extra__static_attributes__rNr>r;ConfigrI>s' F'$   r>rVrNN)rPrQrRrSrr'str__annotations__r(r)r+intr-r/rr<rCrFrVrUrNr>r;r$r$#s)OPFCP#+IJHcJC-VWJWt)@AE3A*BCFCCQ,RSKS| } w!"   r>r$c\rSrSr%\\S'\\S'\\S'\\\4\S'\\\4\S'\\S'\\S'\\\4\S '"S S 5r S r g )StorigoContentRequestJ client_idr' num_slidesis_image is_questionnum_mcqsquestion_positionisGPUc(\rSrSr\\\4S0rSrg)StorigoContentRequest.ConfigTcF[U[5(a [U5$U$)N) isinstancerYrW)r9s r;%StorigoContentRequest.Config.WsAs1C1Cs1v'J'Jr>rNN) rPrQrRrSr rYrW json_encodersrUrNr>r;rVreTs #s(OJ r>rVrNN) rPrQrRrSrYrXrWr boolrVrUrNr>r;r[r[JsQN KOCHosCx M s   r>r[c\rSrSr%\\S'\\S'\\S'\\\4\S'\\S'\\\4\S'\\S'\\S '\\\4\S 'S r g ) DocumentContentRequestZr]r^ document_urlr_ document_typer`rarbrcrNN) rPrQrRrSrWrXrYr rlrUrNr>r;rnrnZsNNOCHosCx M s r>rnc\rSrSr%\"SSS9r\\S'\"SSS9r\\S'\"S S S9r \\S '\"S S S9r \\S'\ "S5S5r \ "S 5S5r \ "S5S5r"SS5rSrg) VideoRequeste.z$The text prompt for video generationr&r'16:9z7Aspect ratio for the video (16:9, 9:16, 1:1, 4:5, 21:9) aspect_ratiov2zModel version to use (v1 or v2)modelrLz,Video style (realistic, animated, cinematic)stylecR/SQnX;a[SSRU535eU$)N)ruz9:16z1:1z4:5z21:9zaspect_ratio must be one of: r3r4)r8r9allowed_ratioss r;validate_aspect_ratio"VideoRequest.validate_aspect_ratioks/? "cRSS/nX;a[SSRU535eU$)Nv1rwzmodel must be one of: r3r4r7s r;validate_modelVideoRequest.validate_modelrs3 "5dii6O5PQR Rr>cR/SQnX;a[SSRU535eU$)N)rLanimated cinematiczstyle must be one of: r3r4)r8r9allowed_styless r;validate_styleVideoRequest.validate_styleys/? "5dii6O5PQR Rr>c&\rSrSrSSSSSS.0rSrg ) VideoRequest.ConfigrKzBA beautiful sunset over the ocean with waves crashing on the shorerurwrL)r'rvrxryrNNrOrNr>r;rVrs ^ &$  r>rVrNN)rPrQrRrSrr'rWrXrvrxryrr|rrrVrUrNr>r;rsrses)OPFCPf2klL#lt)JKE3K{0^_E3_~ w w   r>rscz[R"U5nURS:Xa UR$[ SSS9e)NizDocument not found status_codedetail)requestsgetrcontentr)urlresponses r;fetch_document_with_curlrs8||C Hs"4HIIr>c f[X5 [U5n[XX#XEXg5n [SUS35 U R 5n [ U S9$![ aXn [R"S[U 535 [ S[U 53[R"5S.SS9sSn A $Sn A ff=f) NzSlide content generated for z slides.rError generating content: Error: errordetailsrr) rrrprintdictr ExceptionloggingrrW traceback format_exc) split_documentsr]r^rar_r`rbrcmerge_embeddings slide_content response_dataes r;process_and_generate_responsers "?>*95//?JbjzKS  ,ZLAB&**, M22   23q6(;< 'Ax0Y=Q=Q=ST   sA A B0A B+%B0+B0z/generate-imagerequestc z# [RURURR 5R 5UR URURURS9nU(d [SSS9eSU0$![a e[an[SS[U53S9eSnAff=f7f)a Generate images based on the provided parameters. Accepts raw JSON input from Postman. - **prompt**: The text prompt for image generation - **category**: Category/style for the image (accepts any category type) - **model_name**: Model to use (flux, nano-banana, turbo) - **width**: Image width in pixels - **height**: Image height in pixels - **image_count**: Number of images to generate (1-3) Returns a list of generated images with names and base64 data. rMrzImage generation failedrimageszError generating image: N) generatorgenerate_multiple_imagesr'r(lowerstripr)r+r-r/rrrW)rrrs r;generate_imagers Y33>>%%++-335))-->>++ 4 C8QR R&!!  Y6NsSTvh4WXXYs)B;BB B; B8B33B88B;z/generate-storigo-contentreturnc # URS:XGa[SUR35 [UR5n[S[ U5S35 [ R "SSS9nURU5 URn[SU35 S S S 5 [W5n[S S S S 9nURU5 S S S 5 SS/n[S SS S 9nUR5nS S S 5 [UW5n[XRSS9n [XR 5n [#XURUR$UR&UR(UR*UR,5n U R/5n [1U S9[2R4"U5 $URS:XGaL[SUR35 SURR75;aL[9UR5n [;SS9n [=U 5n[?X5n[AU5n[CUU 5nOr[EUR5IS hvN n[SU35 [GU5nU(d [ISSS9e[AU5n[S5 [;SS9n [CUU 5n[KUUR URUR$UR&UR(UR*UR,5$[ISSS9e!,(df  GN=f!,(df  GNa=f!,(df  GNK=f![2R4"W5 f=fGN ![LaXn[NRP"S [SU535 [1S![SU53[TRV"5S".SS#9sS nA$S nAff=f7f)$aB Generate Storigo content from document URL (PDF or HTML). Accepts raw JSON input from Postman. - **client_id**: Client identifier - **num_slides**: Number of slides to generate - **document_url**: URL of the document to process - **is_image**: Whether to generate images ("1" or "0") - **document_type**: Type of document ("pdf" or "html") - **is_question**: Whether to generate questions ("1" or "0") - **num_mcqs**: Number of multiple choice questions - **question_position**: Position of questions ("end" or other) - **isGPU**: Legacy parameter (always uses Groq API now) pdfzFetching document from: zDocument fetched, size: z bytesFz.pdf)deletesuffixzTemporary file saved at: Nz parse_data.mdwzutf-8)encoding)#zHeader 1)z##zHeader 2rd) min_charsrhtmlzFetching HTML content from: youtubeznomic-embed-text)rxzCrawled content saved to: rz0Failed to read content from the URL: RAW CONTENTrzExtracted meaningful content.iz4Unsupported source type. Please use 'pdf' or 'html'.rrrr),rqrrprlentempfileNamedTemporaryFilewritenameropenreadrrr^rr]rrar_r`rbrcrr osremoverr rrrrrrrrrrrrrWrr)rdocument_content temp_filetemp_file_path parse_datafheaders_to_split_onrchunks allocation embeddingsrr file_pathtextsplit_documents1meaningful_contentrfilename raw_contentrs r;generate_storigo_contentrsp"P  E ) ,W-A-A,BC D78L8LM  ,S1A-B,C6J K,,E&IY 01!*1.1ABCJ  *$^4 /3AQGGJ'B&&'#/3AQffhGB'(;WE,V5G5GSVW .v7H7HI =(:(:G,H5 "'C@rss&5[%A"56.4FG "JK]_i"j1!2!2G4F4FHXHX  '"5"5w7P7PRYR_R_   C8no oJIBA BA .)A2   23q6(;< 'Ax0Y=Q=Q=ST   sO A+M(/,LM($M :L& M #L84B"M M(,O -B+M(M%B0M( O  M( L#M(& L50M 8 MM M""M(( O 2A O?O O O  O z%/generate-storigo-content-from-promptc# [SURSURSSSURSURS[ UR 5SUR3 5 [URURURURS :H=(d URS :H[ UR 5URUR5nUR5n[US 9$![aXn[R"S [ U535 [S [ U53[ R""5S.SS9sSnA$SnAff=f7f)a Generate Storigo content from a text prompt using Groq API. Accepts raw JSON input from Postman. - **client_id**: Client identifier - **prompt**: The main topic prompt for content generation - **num_slides**: Number of slides to generate - **is_image**: Whether to generate images (1 or 0) - **is_question**: Whether to generate questions ("1" or "0") - **num_mcqs**: Number of multiple choice questions - **question_position**: Position of questions ("end" or other) - **isGPU**: Legacy parameter (always uses Groq API now) zAPI called with: client_id=z , prompt=N2z..., num_slides=z , is_image=z, is_question=z , num_mcqs=r.1rrrrrr)rr]r'r^r_rWr`rarrbrcrr rrrrr)rstorigo_contentrrs r;-generate_storigo_content_from_prompt_endpointr5s   +G,=,=+>iWZXZH[G\\lmtmmmAALMTM]M]L^^lmpqxqDqDmElFFQRYRbRbQcd e= NNG..0@0@    ! !generate_video..{sC+Ba[>+BszpNo Hunyuan API keys configured. Set at least one: SEGMIND_API_KEY, NOVITA_API_KEY, FAL_API_KEY, or PIAPI_API_KEY)r'rvrxnum_inference_stepsseedsuccessr video_pathz video/mp4video_filename service_usedunknown video_size_mb)zX-Service-UsedzX-File-Size-MB)path media_typerheaderszError generating video: ) video_generatorrget_service_statusanyvaluesgenerate_videor'rvrxr rrWr)rservice_statusresultrs r;rres1S  #Y(;;=C>+@+@+BCCCJ  !//>> ---- " 0 i CwH H %",-"(**^Y"G"%f_&=">     Y6NsSTvh4WXXYs)DB?CDD)C??DDz/healthc# SSS.$7f)zHealth check endpointhealthyz)Storigo Content Generation API is running)statusmessagerNrNr>r; health_checkrs ,W XXs)=fastapirrpydanticrrrpollinations_image_generatorrbase64fastapi.responsesr r rrrrrtypingr timerr r rrrrrrrrrrrrrrrr$generate_storigo_content_from_promptrlangchain_community.embeddingsrappr$r[rnrsrrpostrrrrrrrrrrNr>r;r s*00C 8  T; *T % 9% N I Y # 9# NJ 4 "Y,"Y"YH %&` ,B` |` '` D 12& AV& [g& 3& P702O 5Y,5Y5YrYY}Os EE EE