i*dZddlZddlZddlZddlZddlmZddlmZddlm Z ddl m Z ddl m Z ddlmZdd lmZdd lmZej(eZgd Zd Zd ZeGddZde j6fdZdedefdZhdddddhdddZdede efdZ de!fdZ"dedefdZ#d edefd!Z$d ede%fd"Z&d#ededefd$Z'y)%zB Article generation using Gemini Flash with web search grounding. N) dataclass)datetime)Path)Optional)genai)types) get_settings)Topic)zgemini-3-pro-previewzgemini-3-flash-previewzgemini-2.5-procveZdZUeed<eed<eed<eed<eed<eed<eed<dZe eed <d Z eed <y) GenerationResultsuccesstitleslugcontent_markdownmeta_description word_countcost_usdNerrorFgrounding_used) __name__ __module__ __qualname__bool__annotations__strintfloatrrr;/var/www/html/content-pipeline/modules/article_generator.pyrr!s? M J IOOE8C= ND r!rreturncVt}tj|jS)zInitialize Gemini client.)api_key)r rClientgemini_api_key)settingss r"get_gemini_clientr).s~H << 7 7 88r!topicc\tdj|j|j|jxsd|j |j tjj}t|j }|r+|dz|z}tjd|j d t}tjtj }d}d}t"D]w}t%t&D]^} tjd |d |d zd t&d |j(j+||tj,|gd}nt|wn|t/d|t;|} | s&tj3d|jdddt=|j>|} | | _ tC|dz } tC|j>dz } | dz| dzzdz | _"tjGd | jddd!| jHd"| d | S#t.$r} | }dt1| vs dt1| vrX|t&d z krLtj3d|dt4d|d zd t&d t7j8t4Yd} ~ tj3d|d| Yd} ~ vd} ~ wwxYw#t.$r>} tjKd#| tMd$ddddd%d&t1| 'cYd} ~ Sd} ~ wwxYw)(z Generate a 2000-3000 word article using Gemini Flash with web search. CRITICAL: Verifies grounding_metadata.web_search_queries exists to ensure the model used actual web search for factual accuracy. zarticle_generation.txt) topic_titletarget_keywordssecondary_keywordscontent_cluster search_intent current_yearz z'Parketry context appended for cluster '') google_searchNz Trying model z (attempt /)gffffff?)tools temperature)modelcontentsconfig429RESOURCE_EXHAUSTEDzRate limited on z , waiting z s (attempt zModel z failed: zAll models failed. Last error: z&No web search grounding detected for '2z...'g333333?g333333?i@BzGenerated article: 'z...' (z words, grounding: zArticle generation failed: Frrrrrrrrr)' _load_promptformatrr.r/r0r1rnowyear_get_parketry_contextloggerdebugr)rTool GoogleSearch TEXT_MODELSrange MAX_RETRIESmodelsgenerate_contentGenerateContentConfig Exceptionrwarning RETRY_DELAYtimesleep_check_grounding_parse_article_responsetextrlenrinforrr)r*promptparketry_contextclientgoogle_search_toolresponse last_errorr:attempterresult input_tokens output_tokenss r"generate_articlerg4sU2 3 : :KK-- 339r--))\\^(( ;F-U-B-BC&#33 >u?T?T>UUVWXK "$#ZZe6H6H6JK   E - LL=z'A+aP[}\]!^_%}}==#!'$::#5"6(+  > H 0#7 :  =j\JK K*(3 NN8Sb9I8J$O  )> .6{Q HMM*Q. '%/-$2FF)S "6<<#4"56!!""5n5EQ H  O! !"JA*>#a&*H"[1_4"NN-=eWJ{m[fgnqrgrfsstvAuBBC,DE JJ{3$NNVE7)A3#?@ R    21#67a&    s^6AK$AH="K$)CK$= K!A.K4K$:KK$K!!K$$ L+-3L& L+&L+>kostenprobleme vergleichuIntegriere die Parketry-Fakten als 1-2 Absätze im Artikel. Ordne Parketry als konkrete Marktalternative zu teuren klassischen Lösungen ein. Platziere dies im Kontext von Kosten, Vergleich oder Problemlösung — je nach Thema.)clusters instructionbranchenhowtouErwähne in einem einzelnen Satz, dass es auch kostenlose Full-Service-Modelle wie Parketry gibt. Nicht mehr als ein Satz — der Fokus bleibt auf dem Kernthema.)stronglightr0ctjD]+}||dvs td}|j|dcSy)u  Return Parketry context prompt fragment based on content cluster tier. Strong (kosten, vergleich, probleme): 1-2 paragraphs as market alternative Light (branchen, howto): single sentence mention None (technik, recht, trends): no mention — stay editorially neutral rkzparketry_context.txtrl)integration_instructionN)_PARKETRY_INTEGRATIONvaluesrCrD)r0tiertemplates r"rGrGsQ&,,.P d:. .#$:;H??4 ;N?O OP r!c^ t|drr|jrf|jd}t|drK|j}t|dr |jryt|dr |jryt|dryy#t $r"}t jd |Yd }~yd }~wwxYw) z,Check if response used web search grounding. candidatesrgrounding_metadataweb_search_queriesTgrounding_chunkssearch_entry_pointFzCould not check grounding: N)hasattrrxryrzr{rRrHrI)r` candidatemetadatarcs r"rWrWs 8\ *x/B/B ++A.Iy"67$778%9:x?Z?Z8%78X=V=V8%9:  21#67s$ABB3 B B, B''B,filenamecttjjdz |z }|jst d||j S)z,Load prompt template from prompts directory.promptszPrompt file not found: )r__file__parentexistsFileNotFoundError read_text)r prompt_paths r"rCrCsOx.''..:XEK    "9+ GHH  ""r!rYc.|j}tjdd|}tjdd|}tjdd|}tjdd|}tjd d |}|jd }|S) z"Convert text to URL-friendly slug.u[äÄ]aeu[öÖ]oeu[üÜ]ueu[ß]ssz [^a-z0-9]+-)lowerresubstrip)rYs r"_slugifyrsy ::#CDS#I $ $!vv&?EUV !&&t,   ' GAtt$QR( !    ma/01 zz| 4T__S=QZ^ZiZijmZn')vv.@%'N$')vv.FO_'`$'7'=$ ""23 %--!  A((*5  T    9!=>*#M2!#a&*    scAG+AG $AG+7G+9G+ G+G+/AG+ G($G+'G((G++ H>4?H93H>9H>)(__doc__rloggingrrU dataclassesrrpathlibrtypingrgoogler google.genairconfig.settingsr database.modelsr getLoggerrrHrLrNrTrr&r)rgrsrrGrrWrCrrrrXr r!r"rs>  !(!   8 $     ! !  !95<<9 a Ea &6a L8 e ) a& 3 8C= $(#3#3# 3 3  s s H 3H uH AQH r!