{"id":419,"date":"2025-07-28T16:08:40","date_gmt":"2025-07-28T13:08:40","guid":{"rendered":"https:\/\/www.datuskola.lv\/?p=419"},"modified":"2025-07-28T16:11:33","modified_gmt":"2025-07-28T13:11:33","slug":"mi-agentu-tests-1-vid-amatpersonu-deklaraciju-izgusana","status":"publish","type":"post","link":"https:\/\/www.datuskola.lv\/index.php\/2025\/07\/28\/mi-agentu-tests-1-vid-amatpersonu-deklaraciju-izgusana\/","title":{"rendered":"MI a\u0123entu tests #1 \u2014 VID amatpersonu deklar\u0101ciju izg\u016b\u0161ana"},"content":{"rendered":"\n<p><em>Autors: Aivis Brut\u0101ns, datu zin\u0101tnieks, Datu skolas akt\u012bvists<\/em><\/p>\n\n\n\n<p id=\"16ba\">Tirg\u016b ir pieejami daudz da\u017e\u0101di m\u0101ksl\u012bg\u0101 intelekta (MI) a\u0123enti. Tie ir automatiz\u0113ti <a rel=\"noreferrer noopener\" href=\"https:\/\/en.wikipedia.org\/wiki\/Agentic_AI\" target=\"_blank\">risin\u0101jumi<\/a>, kuri autonomi veic lietot\u0101ja doto uzdevumu \u2014 atrod t\u012bmekl\u012b inform\u0101ciju, veic [padzi\u013cin\u0101tu] datu izp\u0113ti, sagatavo prezent\u0101ciju, rezerv\u0113 galdi\u0146u restor\u0101n\u0101, uzraksa programm\u0113\u0161anas kodu u.tml.<\/p>\n\n\n\n<p id=\"2ba3\">\u0160aj\u0101 rakst\u0101 notest\u0113ju atsevi\u0161\u0137us a\u0123entus: k\u0101 tie sp\u0113j ieg\u016bt specifisku inform\u0101ciju no t\u012bmek\u013ca lap\u0101m latvie\u0161u valod\u0101.<br>Uzdevums visiem a\u0123entiem bija vien\u0101ds: no VID amatpersonu deklar\u0101cijas datub\u0101zes izg\u016bt tr\u012bs ministru p\u0113d\u0113j\u0101 pieejam\u0101 gada deklar\u0101ciju, ta\u010du vispirms tam vajadz\u0113ja ieg\u016bt \u0161o ministru v\u0101rdu un uzv\u0101rdu. Uzvedne visiem a\u0123entiem bija vien\u0101da:<\/p>\n\n\n\n<blockquote class=\"wp-block-quote\"><p>Choose any 3 ministers from this list: <a href=\"https:\/\/www.mk.gov.lv\/lv\/ministru-kabineta-sastavs\" rel=\"noreferrer noopener\" target=\"_blank\">https:\/\/www.mk.gov.lv\/lv\/ministru-kabineta-sastavs<\/a> and extract the latest public declaration data (from 2024, or 2023 if 2024 is unavailable) for each of those ministers from this site: <a href=\"https:\/\/www6.vid.gov.lv\/VAD\" rel=\"noreferrer noopener\" target=\"_blank\">https:\/\/www6.vid.gov.lv\/VAD<\/a> (in the form fill name and surname, then choose latest available declaration, then extract information from this declaration). Collect this information in a spreadsheet (using separate sheets if necessary).<\/p><\/blockquote>\n\n\n\n<p id=\"26c8\">T\u0101tad uzdevums bija sekojo\u0161s:<\/p>\n\n\n\n<ol><li>Ieiet MK <a href=\"https:\/\/www.mk.gov.lv\/lv\/ministru-kabineta-sastavs\" rel=\"noreferrer noopener\" target=\"_blank\">m\u0101jaslap\u0101<\/a>, nolas\u012bt t\u0101 saturu un izv\u0113l\u0113ties tr\u012bs ministrus p\u0113c a\u0123enta ieskatiem.<\/li><li>Tad iet uz VID amatpersonu deklar\u0101cijas <a href=\"https:\/\/www.vid.gov.lv\/lv\/iesniegto-deklaraciju-datubaze\" rel=\"noreferrer noopener\" target=\"_blank\">datub\u0101zi<\/a>, form\u0101 ievad\u012bt ministra v\u0101rdu un uzv\u0101rdu, izv\u0113l\u0113ties p\u0113d\u0113jo pieejamo deklar\u0101ciju, un izg\u016bt visu inform\u0101ciju no \u0161\u012bs deklar\u0101cijas. Darb\u012bbas atk\u0101rtot par p\u0101r\u0113jiem diviem ministriem.<\/li><li>Deklar\u0101cijas infrom\u0101ciju par trim ministriem apkopot izkl\u0101jlap\u0101 (<em>spreadsheet<\/em>).<\/li><\/ol>\n\n\n\n<p id=\"f91b\">Atsevi\u0161\u0137os gad\u012bjumos a\u0123ents tika instru\u0113ts veikt papildu darb\u012bbas, ja s\u0101kotn\u0113j\u0101 izvedne tam nebija skaidra vai uzdevumu s\u0101ka pild\u012bt gal\u012bgi gar\u0101m.<\/p>\n\n\n\n<p id=\"243b\"><strong>A\u0123entu v\u0113rt\u0113\u0161anas krit\u0113riji<\/strong><\/p>\n\n\n\n<p id=\"6afc\">\u2b50\ufe0f\u2b50\ufe0f\u2b50\ufe0f\u2b50\ufe0f\u2b50\ufe0f \u2014 a\u0123ents izpild\u012bja visu uzvedn\u0113 pras\u012bto (atlas\u012bja 3 ministrus, ieguva \u0161o ministru deklar\u0101cijas datus par 2024.gadu (vai 2023.gadu, ja 2024.gads nav), rezult\u0101ts apkopots izkl\u0101jlap\u0101), ieg\u016btais rezult\u0101ts piln\u012bb\u0101 sakr\u012bt ar VID datiem. A\u0123ents ir izpild\u012bjis papildu so\u013cus, kas uzvedn\u0113 nav nor\u0101d\u012bts, piem., ir \u2018padom\u0101jis\u2019 pie rezult\u0101ta noform\u0113\u0161anas \u2014 rezult\u0101tu ir iesp\u0113jams \u0113rti apl\u016bkot, atlas\u012bt\u0101 inform\u0101cija ir viegli apkopojama, ja risin\u0101jumu m\u0113rogotu ar liel\u0101ku skaitu amatpersonu.<\/p>\n\n\n\n<p id=\"82dc\">\u2b50\ufe0f\u2b50\ufe0f\u2b50\ufe0f\u2b50\ufe0f \u2014 izpild\u012bja visu uzvedn\u0113 pras\u012bto un tie ir prec\u012bzi (ir pie\u013caujamas neb\u016btiskas at\u0161\u0137ir\u012bbas maz\u0101k kritiskajos datos). Dati apkopoti veid\u0101, kurus b\u016btu ne\u0113rti apstr\u0101d\u0101t, ja risin\u0101jumu m\u0113rogotu ar liel\u0101ku skaitu amatpersonu.<\/p>\n\n\n\n<p id=\"d3a5\">\u2b50\ufe0f\u2b50\ufe0f\u2b50\ufe0f \u2014 MI a\u0123ents sp\u0113jis atlas\u012bt vismaz 2 ministrus un ieguvis vismaz 2 ministru VID amatpersonu deklar\u0101cijas datus. Dati liel\u0101koties ir pareizi, bet da\u017ei kritiskie (ie\u0146\u0113mumi, izdevumi u.tml.) ir k\u013c\u016bdaini.<\/p>\n\n\n\n<p id=\"830f\">\u2b50\ufe0f\u2b50\ufe0f \u2014 MI a\u0123ents atlas\u012bjis vismaz 1 ministru un ieguvis vismaz 1 ministra deklar\u0101cijas datus. Nav atlas\u012bti visi deklar\u0101cijas dati, vai ir atlas\u012bjis par sen\u0101ku periodu (pat ja ir pieejams jaun\u0101ks).<\/p>\n\n\n\n<p id=\"6688\">\u2b50\ufe0f \u2014 MI a\u0123ents sp\u0113jis atlas\u012bt ministru sarakstu (ieguvis 1 l\u012bdz 3 ministru v\u0101rdus un uzv\u0101rdus), bet nav var\u0113jis ieg\u016bt VID amatpersonu deklar\u0101cijas datus. Vai ir atlas\u012bjis deklar\u0101cijas datus, bet kritiskie dati ir tik k\u013c\u016bdaini, ka tos nav iesp\u0113jams izmantot.<\/p>\n\n\n\n<p id=\"8972\">V\u0113rt\u0113jums bez \u2b50\ufe0fnoz\u012bm\u0113, ka a\u0123ents neko nav m\u0101c\u0113jis izdar\u012bt.<\/p>\n\n\n\n<h1 id=\"a409\">A\u0123entu test\u0113\u0161ana<\/h1>\n\n\n\n<p id=\"610c\">\u0160obr\u012bd esmu notest\u0113jis \u0161\u0101dus a\u0123entus: <a href=\"https:\/\/chatgpt.com\/\" rel=\"noreferrer noopener\" target=\"_blank\"><em>ChatGPT Agent mode<\/em><\/a>, <a href=\"https:\/\/www.genspark.ai\/\" rel=\"noreferrer noopener\" target=\"_blank\"><em>Genspark<\/em><\/a>, <a href=\"https:\/\/manus.im\/app\/\" rel=\"noreferrer noopener\" target=\"_blank\"><em>Manus<\/em><\/a>, <a href=\"https:\/\/agent.minimax.io\/\" rel=\"noreferrer noopener\" target=\"_blank\"><em>MiniMax Agent<\/em><\/a>. A\u0123entu rezult\u0101ti:<\/p>\n\n\n\n<h2 id=\"40ef\"><strong><em>ChatGPT Agent Mode<\/em><\/strong><\/h2>\n\n\n\n<ol><li><strong>m\u0113\u0123in\u0101jums <\/strong>\u2b50\ufe0f\u2b50\ufe0f\u2b50\ufe0f\u2b50\ufe0f<\/li><\/ol>\n\n\n\n<p id=\"df65\">A\u0123ents veiksm\u012bgi tika gal\u0101 ar ministru atlas\u012b\u0161anu. Probl\u0113mas sag\u0101d\u0101ja formas aizpild\u012b\u0161ana \u2014 a\u0123ents nem\u0101c\u0113ja ievad\u012bt m\u012bkstin\u0101juma z\u012bmes vai garumz\u012bmes. Visticam\u0101k, ka uz virtu\u0101l\u0101 datora, kur\u0101 darbojas a\u0123ents, nav pieejami \u0161ie simboli. Bet ar \u0161o \u0161\u0137\u0113rsli tas tika gal\u0101, mekl\u0113jot vajadz\u012bgos burtus t\u012bmekl\u012b un tad form\u0101 ievadot jau pareizu v\u0101rdu\/uzv\u0101rdu.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"901\" height=\"802\" src=\"https:\/\/www.datuskola.lv\/wp-content\/uploads\/2025\/07\/001_OpenAI_try1_page2_start.png\" alt=\"\" class=\"wp-image-420\" srcset=\"https:\/\/www.datuskola.lv\/wp-content\/uploads\/2025\/07\/001_OpenAI_try1_page2_start.png 901w, https:\/\/www.datuskola.lv\/wp-content\/uploads\/2025\/07\/001_OpenAI_try1_page2_start-300x267.png 300w, https:\/\/www.datuskola.lv\/wp-content\/uploads\/2025\/07\/001_OpenAI_try1_page2_start-768x684.png 768w\" sizes=\"(max-width: 901px) 100vw, 901px\" \/><figcaption>OpenAI Agent veikt\u0101s darb\u012bbas var redz\u0113t atsevi\u0161\u0137\u0101 log\u0101<\/figcaption><\/figure>\n\n\n\n<p id=\"2cde\">Datu atlas\u0113 a\u0123ents pamana, ka dati v\u0113l nav atgriezti (redz, ka r\u0101d\u0101s t.s. <em>spinner<\/em>) un tas gaida, kad dati par\u0101d\u012bsies.<\/p>\n\n\n\n<p id=\"bedf\">Galarezult\u0101tu a\u0123ents ir aprakst\u012bjis \u010dat\u0101 un pievienojis piepras\u012bto izkl\u0101jlapu:<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"883\" src=\"https:\/\/www.datuskola.lv\/wp-content\/uploads\/2025\/07\/002_OpenAI_try1_page1_result-1024x883.png\" alt=\"\" class=\"wp-image-421\" srcset=\"https:\/\/www.datuskola.lv\/wp-content\/uploads\/2025\/07\/002_OpenAI_try1_page1_result-1024x883.png 1024w, https:\/\/www.datuskola.lv\/wp-content\/uploads\/2025\/07\/002_OpenAI_try1_page1_result-300x259.png 300w, https:\/\/www.datuskola.lv\/wp-content\/uploads\/2025\/07\/002_OpenAI_try1_page1_result-768x663.png 768w, https:\/\/www.datuskola.lv\/wp-content\/uploads\/2025\/07\/002_OpenAI_try1_page1_result.png 1027w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption>OpenAI Agent galarezult\u0101ts<\/figcaption><\/figure>\n\n\n\n<p>Dati gan apkopoti veid\u0101, kurus gr\u016bti b\u016bs v\u0113l\u0101k apkopot (piem., saskait\u012bt ie\u0146\u0113mumu kopsummu u.tml.), t\u0101p\u0113c jau pa\u0161\u0101 s\u0101kum\u0101 (uzvedn\u0113) b\u016btu j\u0101nor\u0101da v\u0113lamais rezult\u0101ts. Atsevi\u0161\u0137us teksta ierakstus a\u0123ents ir p\u0101rtulkojis ang\u013cu valod\u0101 (nevis atst\u0101jis ori\u0123in\u0101lu), k\u0101 ar\u012b nav nor\u0101d\u012bjis juridisko personu re\u0123istr\u0101cijas numurus \u2014 ja \u0161\u012bs lietas ir b\u016btiskas, tad nor\u0101di to uzvedn\u0113:<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"860\" height=\"447\" src=\"https:\/\/www.datuskola.lv\/wp-content\/uploads\/2025\/07\/003_OpenAI_try1_page1_result_Excel.png\" alt=\"\" class=\"wp-image-422\" srcset=\"https:\/\/www.datuskola.lv\/wp-content\/uploads\/2025\/07\/003_OpenAI_try1_page1_result_Excel.png 860w, https:\/\/www.datuskola.lv\/wp-content\/uploads\/2025\/07\/003_OpenAI_try1_page1_result_Excel-300x156.png 300w, https:\/\/www.datuskola.lv\/wp-content\/uploads\/2025\/07\/003_OpenAI_try1_page1_result_Excel-768x399.png 768w\" sizes=\"(max-width: 860px) 100vw, 860px\" \/><\/figure>\n\n\n\n<p id=\"0253\">Lai gan ir paman\u012btas da\u017eas k\u013c\u016bdas, <strong><em>ChatGPT<\/em> a\u0123ents ar \u0161o uzdevumu tika gal\u0101.<\/strong><\/p>\n\n\n\n<h2 id=\"b140\"><strong><em>Genspark<\/em><\/strong><\/h2>\n\n\n\n<p id=\"0715\"><strong>1.m\u0113\u0123in\u0101jums <\/strong>\u2b50\ufe0f<\/p>\n\n\n\n<p id=\"4a66\">Ar pilnu so\u013cu izpildi var iepaz\u012bties <a href=\"https:\/\/www.genspark.ai\/agents?id=2fc77c58-6d3c-4755-950f-11380d4b7848\" rel=\"noreferrer noopener\" target=\"_blank\">\u0161eit<\/a>.<\/p>\n\n\n\n<p id=\"3d52\">Jau s\u0101kum\u0101 a\u0123ents nesp\u0113ja ieg\u016bt ministru sarakstu \u2014 tas sask\u0101r\u0101s ar tehnisk\u0101m probl\u0113m\u0101m, nolasot inform\u0101ciju. Ta\u010du tad izl\u0113ma MK sast\u0101vu mekl\u0113t cit\u0101d\u0101k \u2014 izmantojot t\u012bmek\u013ca mekl\u0113t\u0101ju, bet p\u0113c atk\u0101rtotas neveiksmes tas sarakstu, beidzot, ieguva no <a href=\"https:\/\/en.wikipedia.org\/wiki\/Government_of_Latvia\" rel=\"noreferrer noopener\" target=\"_blank\">Vikip\u0113dijas<\/a>.<\/p>\n\n\n\n<p id=\"0e05\">Daudz gr\u016bt\u0101k g\u0101ja ar amatpersonas deklar\u0101cijas inform\u0101cijas ieg\u016b\u0161anu: vispirms a\u0123ents izmantoja s\u0101kotn\u0113ji nodefin\u0113to adresi, tad vair\u0101kas reizes (ar da\u017e\u0101d\u0101m fr\u0101z\u0113m) mekl\u0113ja inform\u0101ciju t\u012bmekl\u012b, tad mekl\u0113ja inform\u0101ciju starp da\u017e\u0101diem dokumentiem <a rel=\"noreferrer noopener\" href=\"https:\/\/images.transparencycdn.org\/images\/2011_NIS_Latvia_EN.pdf\" target=\"_blank\"><em>(National integrity system assessment<\/em><\/a>, <a rel=\"noreferrer noopener\" href=\"https:\/\/bti-project.org\/en\/reports\/country-report\/LVA\" target=\"_blank\"><em>Transformation index report<\/em><\/a>). Rezult\u0101t\u0101, tas apkopoja inform\u0101ciju, bez piepras\u012bt\u0101s deklar\u0101cijas datiem:<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"467\" src=\"https:\/\/www.datuskola.lv\/wp-content\/uploads\/2025\/07\/004_Genspark_try1_page1-1024x467.png\" alt=\"\" class=\"wp-image-423\" srcset=\"https:\/\/www.datuskola.lv\/wp-content\/uploads\/2025\/07\/004_Genspark_try1_page1-1024x467.png 1024w, https:\/\/www.datuskola.lv\/wp-content\/uploads\/2025\/07\/004_Genspark_try1_page1-300x137.png 300w, https:\/\/www.datuskola.lv\/wp-content\/uploads\/2025\/07\/004_Genspark_try1_page1-768x350.png 768w, https:\/\/www.datuskola.lv\/wp-content\/uploads\/2025\/07\/004_Genspark_try1_page1-1536x700.png 1536w, https:\/\/www.datuskola.lv\/wp-content\/uploads\/2025\/07\/004_Genspark_try1_page1-1200x547.png 1200w, https:\/\/www.datuskola.lv\/wp-content\/uploads\/2025\/07\/004_Genspark_try1_page1.png 1815w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p id=\"97eb\">1.m\u0113\u0123in\u0101jum\u0101 vairs necentos to pierun\u0101t, lai sagatavo piepras\u012bto inform\u0101ciju. <strong><em>Genspark <\/em>a\u0123ents ar \u0161o uzdevumu netika gal\u0101.<\/strong><\/p>\n\n\n\n<h2 id=\"bea0\"><strong><em>Manus<\/em><\/strong><\/h2>\n\n\n\n<p id=\"3bb4\"><strong>1.m\u0113\u0123in\u0101jums <\/strong>\u2b50\ufe0f\u2b50\ufe0f\u2b50<\/p>\n\n\n\n<p id=\"8ece\">Pilnu so\u013cu izpilde pieejama <a href=\"https:\/\/manus.im\/share\/htmYjSREbrRfs63vxNuHsF?replay=1\" rel=\"noreferrer noopener\" target=\"_blank\">\u0161eit<\/a>.<\/p>\n\n\n\n<p id=\"4cd5\">\u0160is a\u0123ents ar uzdevumu tika gal\u0101 da\u013c\u0113ji. Tas jau no pa\u0161a s\u0101kuma sp\u0113ja ieg\u016bt datus no MK m\u0101jaslapas (apstriprinot ar\u012b <em>cookies<\/em>) un veiksm\u012bgi ieguva VID deklar\u0101ciju datus. Ta\u010du tr\u012bs ministru viet\u0101 tas ieguva inform\u0101ciju par diviem. Un tas bija VID m\u0101jaslapas tehnisko iemeslu d\u0113\u013c, jo par p\u0113d\u0113jo ministru datu izguve no datub\u0101zes bija l\u0113n\u0101ka. A\u0123ents negaid\u012bja, kad tiks iel\u0101d\u0113ts deklar\u0101ciju sakrasts un pie\u0146\u0113ma, ka datu par \u0161o ministru nav. T\u0101p\u0113c \u0161im r\u012bkam pirms uzdevuma do\u0161anas, ir v\u0113rts nor\u0101d\u012bt, ka \u0161\u0101das tehnisk\u0101s probl\u0113mas var\u0113tu b\u016bt. Iesp\u0113jams, ka a\u0123ents \u0161o nor\u0101di \u0146emtu v\u0113r\u0101 un m\u0113\u0123in\u0101tu ieg\u016bt datus atk\u0101rtoti.<\/p>\n\n\n\n<p id=\"d10c\">Galarezult\u0101t\u0101 <em>Manus <\/em>sagatavoja 5 failus:<\/p>\n\n\n\n<ul><li>ministru sarakstu no MK m\u0101jaslapas (<em>Selected Ministers for Declaration Analysis<\/em>). \u0160aj\u0101 dokument\u0101 iek\u013cauti gan izv\u0113l\u0113tie ministri, gan nor\u0101d\u012bts viss MK sast\u0101vs,<\/li><li>abu ministru 2024.gada deklar\u0101cijas inform\u0101ciju (<em>Evika Sili\u0146a \u2014 Declaration 2024; Baiba Bra\u017ee \u2014 Declaration 2024<\/em>),<\/li><li><em>Excel <\/em>failu (<em>Ministers_Declarations_2024.xlsx<\/em>), kur\u0101 apkopota pras\u012bt\u0101 inform\u0101cija par ministru deklar\u0101cij\u0101m,<\/li><li>apraksta kopsavilkumu (<em>Latvian Ministers Declaration Analysis \u2014 2024<\/em>) par izv\u0113l\u0113to ministru deklar\u0101cij\u0101m.<\/li><\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"603\" src=\"https:\/\/www.datuskola.lv\/wp-content\/uploads\/2025\/07\/005_Manus_20250722_result-1024x603.png\" alt=\"\" class=\"wp-image-424\" srcset=\"https:\/\/www.datuskola.lv\/wp-content\/uploads\/2025\/07\/005_Manus_20250722_result-1024x603.png 1024w, https:\/\/www.datuskola.lv\/wp-content\/uploads\/2025\/07\/005_Manus_20250722_result-300x177.png 300w, https:\/\/www.datuskola.lv\/wp-content\/uploads\/2025\/07\/005_Manus_20250722_result-768x452.png 768w, https:\/\/www.datuskola.lv\/wp-content\/uploads\/2025\/07\/005_Manus_20250722_result-1200x707.png 1200w, https:\/\/www.datuskola.lv\/wp-content\/uploads\/2025\/07\/005_Manus_20250722_result.png 1457w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption>Manus galarezult\u0101ts \u2014 tas sp\u0113ja sagatavot 2 ministru datus (par katru izveidots .md fails) un kop\u0113jais rezult\u0101ts apkopots Excel darba lap\u0101s<\/figcaption><\/figure>\n\n\n\n<p id=\"c892\">Piem\u0113rs par vienu no amatperson\u0101m:<\/p>\n\n\n\n<ul><li>k\u0101 redzams, tad, at\u0161\u0137ir\u012bb\u0101 no <em>MiniMax Agent,<\/em> tas ieg\u016bto inform\u0101ciju piln\u012bb\u0101 netulko uz ang\u013cu valodu un uzr\u0101d\u0101s ar\u012b juridisko personu re\u0123istr\u0101cijas numuri (bet ieteicams uzvedn\u0113 nor\u0101d\u012bt, lai tos nor\u0101da visos gad\u012bjumos),<\/li><li>nav skaidrs k\u0101d\u0113\u013c tas ir p\u0101rveidojis atsevi\u0161\u0137us tekstus (\u201cSpeci\u0101lo uzdevumu <strong>v\u0113stnieks<\/strong>\u201d viet\u0101 ir \u201cSpeci\u0101lo uzdevumu <strong>viestn\u012bce<\/strong>\u201d; ir nor\u0101d\u012bts \u201cKr\u0101jakcijas\u201d nevis \u201cKr\u0101joblig\u0101cijas\u201d),<\/li><li>rezult\u0101ts ir <em>Excel <\/em>fail\u0101, bet \u0161\u0101d\u0101 form\u0101t\u0101 inform\u0101cijas apkopo\u0161anu b\u016btu gr\u016bti automatiz\u0113t pie liel\u0101ka amatpersonu skaita, t\u0101p\u0113c uzvedn\u0113 nor\u0101di form\u0101tu k\u0101d\u0101 v\u0113lies redz\u0113t rezult\u0101tu.<\/li><\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"957\" height=\"823\" src=\"https:\/\/www.datuskola.lv\/wp-content\/uploads\/2025\/07\/006_Manus_20250722_try1_page2_example.png\" alt=\"\" class=\"wp-image-425\" srcset=\"https:\/\/www.datuskola.lv\/wp-content\/uploads\/2025\/07\/006_Manus_20250722_try1_page2_example.png 957w, https:\/\/www.datuskola.lv\/wp-content\/uploads\/2025\/07\/006_Manus_20250722_try1_page2_example-300x258.png 300w, https:\/\/www.datuskola.lv\/wp-content\/uploads\/2025\/07\/006_Manus_20250722_try1_page2_example-768x660.png 768w\" sizes=\"(max-width: 957px) 100vw, 957px\" \/><\/figure>\n\n\n\n<p id=\"744d\"><strong><em>Manus <\/em>a\u0123ents ar \u0161o uzdevumu tika gal\u0101 da\u013c\u0113ji.<\/strong><\/p>\n\n\n\n<h2 id=\"e909\">MiniMax Agent<\/h2>\n\n\n\n<p id=\"d665\"><strong>1.m\u0113\u0123in\u0101jums <\/strong>\u2b50\ufe0f\u2b50\ufe0f\u2b50\ufe0f\u2b50<\/p>\n\n\n\n<p id=\"23fc\">Pilnu so\u013cu izpilde pieejama <a href=\"https:\/\/agent.minimax.io\/share\/293438891278519\" rel=\"noreferrer noopener\" target=\"_blank\">\u0161eit<\/a>.<\/p>\n\n\n\n<p id=\"e6ed\">\u0160is a\u0123ents ar uzdevumu tika gal\u0101 piln\u012bb\u0101. P\u0113c uzvednes nodefin\u0113\u0161anas tas sagatavoja dar\u0101mo darbu sarakstu (<em>todo.md<\/em>) un p\u0113c saraksta preciz\u0113\u0161anas, tas izveidoja izp\u0113tes pl\u0101nu (<em>research_plan_latvian_ministers.md<\/em>) un turpin\u0101ja darbu pie datu ieg\u016b\u0161anas. L\u012bdz\u012bgi k\u0101 <em>Manus <\/em>un <em>ChatGPT Agent<\/em>, ar\u012b \u0161is a\u0123ents sask\u0101r\u0101s ar tehniskaj\u0101m probl\u0113mam, izg\u016bstot datus no VID lapas, ta\u010du ar to tika gal\u0101:<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"797\" height=\"440\" src=\"https:\/\/www.datuskola.lv\/wp-content\/uploads\/2025\/07\/007_MiniMax_Agent_try1_page2_VIDproblem.png\" alt=\"\" class=\"wp-image-426\" srcset=\"https:\/\/www.datuskola.lv\/wp-content\/uploads\/2025\/07\/007_MiniMax_Agent_try1_page2_VIDproblem.png 797w, https:\/\/www.datuskola.lv\/wp-content\/uploads\/2025\/07\/007_MiniMax_Agent_try1_page2_VIDproblem-300x166.png 300w, https:\/\/www.datuskola.lv\/wp-content\/uploads\/2025\/07\/007_MiniMax_Agent_try1_page2_VIDproblem-768x424.png 768w\" sizes=\"(max-width: 797px) 100vw, 797px\" \/><figcaption>Datu ieg\u016b\u0161anas proces\u0101 r\u012bks sask\u0101r\u0101s ar VID amatpersonu deklar\u0101cijas lapas tehniskaj\u0101m probl\u0113m\u0101m, ta\u010du ar to tika gal\u0101 \u2014 m\u0113\u0123inot ieg\u016bt datus atk\u0101rtoti<\/figcaption><\/figure>\n\n\n\n<p id=\"b150\">Galarezult\u0101t\u0101 <em>MiniMax Agent <\/em>sagatavoja 16 (!) failus:<\/p>\n\n\n\n<ul><li>dar\u0101mo so\u013cu sarakstu (<em>todo.md, research_plan_latvian_ministers.md<\/em>)<\/li><li><em>Python <\/em>kodu (<em>create_declarations_spreadsheet.py<\/em>), kas sav\u0101kto inform\u0101ciju saglab\u0101 Excel un CSV failos.<\/li><li>ministru deklar\u0101cijas datus\u2014 tr\u012bs <em>.txt<\/em> un tr\u012bs <em>.csv<\/em> faili, k\u0101 ar\u012b \u0161o failu apkopojums da\u017e\u0101dos form\u0101tos.<\/li><\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"470\" src=\"https:\/\/www.datuskola.lv\/wp-content\/uploads\/2025\/07\/008_MiniMax_Agent_try1_page1_result-1024x470.png\" alt=\"\" class=\"wp-image-427\" srcset=\"https:\/\/www.datuskola.lv\/wp-content\/uploads\/2025\/07\/008_MiniMax_Agent_try1_page1_result-1024x470.png 1024w, https:\/\/www.datuskola.lv\/wp-content\/uploads\/2025\/07\/008_MiniMax_Agent_try1_page1_result-300x138.png 300w, https:\/\/www.datuskola.lv\/wp-content\/uploads\/2025\/07\/008_MiniMax_Agent_try1_page1_result-768x352.png 768w, https:\/\/www.datuskola.lv\/wp-content\/uploads\/2025\/07\/008_MiniMax_Agent_try1_page1_result-1536x705.png 1536w, https:\/\/www.datuskola.lv\/wp-content\/uploads\/2025\/07\/008_MiniMax_Agent_try1_page1_result-1200x551.png 1200w, https:\/\/www.datuskola.lv\/wp-content\/uploads\/2025\/07\/008_MiniMax_Agent_try1_page1_result.png 1870w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption>MiniMax Agent galarezult\u0101ts \u2014 tas sagatavoja 3 ministru datus (par katru izveidots .txt un .csv fails) un kop\u0113jais rezult\u0101ts apkopots Excel darba lap\u0101s, k\u0101 ar\u012b teksta dokumentos (.md, .pdf, .docx)<\/figcaption><\/figure>\n\n\n\n<p id=\"d033\">P\u0113c galarezult\u0101ta redzams, ka tas ir apkopojis nepiecie\u0161amo inform\u0101ciju, ta\u010du j\u0101\u0146em v\u0113r\u0101 sekojo\u0161ais:<\/p>\n\n\n\n<ul><li>juridisk\u0101m person\u0101m neuzr\u0101d\u0101s re\u0123istr\u0101cijas numurs (piem., <em>Manus <\/em>atsevi\u0161\u0137as viet\u0101s tos ir iek\u013c\u0101vis). Ja \u0161\u012b inform\u0101cija ir svar\u012bga, tad uzvedn\u0113 nor\u0101di, lai iek\u013cauj ar\u012b \u0161o inform\u0101ciju,<\/li><li>a\u0123ents ir p\u0101rtulkojis visu inform\u0101ciju uz ang\u013cu valodu. Ja v\u0113lies, lai tas saglab\u0101 ori\u0123in\u0101lo valodu, tad nor\u0101di to uzvedn\u0113,<\/li><li>sada\u013c\u0101 \u2018<em>Summary<\/em>\u2019 a\u0123ents ir izveidojis \u012bsu kopsavilkumu par ministriem, t.sk. ien\u0101kumu kopsummu (<em>Total Income (EUR)<\/em>). Piev\u0113rs uzman\u012bbu, ko a\u0123ents dara, ja ien\u0101kumi ir da\u017e\u0101d\u0101s val\u016bt\u0101s (konkr\u0113tajos piem\u0113ros \u0161\u0101das situ\u0101cijas nebija).<\/li><\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"572\" src=\"https:\/\/www.datuskola.lv\/wp-content\/uploads\/2025\/07\/009_MiniMax_Agent_try1_page3_Example-1024x572.png\" alt=\"\" class=\"wp-image-428\" srcset=\"https:\/\/www.datuskola.lv\/wp-content\/uploads\/2025\/07\/009_MiniMax_Agent_try1_page3_Example-1024x572.png 1024w, https:\/\/www.datuskola.lv\/wp-content\/uploads\/2025\/07\/009_MiniMax_Agent_try1_page3_Example-300x168.png 300w, https:\/\/www.datuskola.lv\/wp-content\/uploads\/2025\/07\/009_MiniMax_Agent_try1_page3_Example-768x429.png 768w, https:\/\/www.datuskola.lv\/wp-content\/uploads\/2025\/07\/009_MiniMax_Agent_try1_page3_Example.png 1122w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption>MiniMax Agent rezult\u0101ts par vienu amatpersonu. Tr\u016bkst juridisk\u0101s personas re\u0123istr\u0101cijas numurs un visa ieg\u016bt\u0101 inform\u0101cija ir p\u0101rtulkota uz ang\u013cu valodu<\/figcaption><\/figure>\n\n\n\n<p id=\"c3f7\"><strong><em>MiniMax Agent <\/em>ar \u0161o uzdevumu tika gal\u0101.<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n<h2 id=\"93ab\">Secin\u0101jumi<\/h2>\n\n\n\n<ol><li>No \u0161obr\u012bd test\u0113tiem a\u0123entiem (<em>ChatGPT Agent mode, Genspark, Manus, MiniMax Agent<\/em>) vislab\u0101k ar uzdevumu tika gal\u0101 <em>ChatGPT Agent <\/em>un <em>MiniMax Agent.<br>&#8211; Genspark <\/em>1. m\u0113\u0123in\u0101jum\u0101 nesp\u0113ja ieg\u016bt VID deklar\u0101cijas datus.<br><em>&#8211; <\/em>Tehnisku probl\u0113mu d\u0113\u013c <em>Manus <\/em>apkopoja inform\u0101ciju tikai par diviem ministriem.<\/li><li>Ja str\u0101d\u0101 ar <em>Manus <\/em>r\u012bku, tad uzvedn\u0113 nor\u0101di, ka tas var\u0113tu saskarties ar tehnisk\u0101m probl\u0113m\u0101m datu izg\u016b\u0161an\u0101 (ja t\u0101das lapai var\u0113tu b\u016bt). Iesp\u0113jams, ka r\u012bks tad var\u0113tu m\u0113\u0123in\u0101t datus ieg\u016bt atk\u0101rtoti.<br>Nov\u0113rots, ka tas atsevi\u0161\u0137us v\u0101rdus p\u0101rveido, t\u0101p\u0113c j\u0101ievie\u0161 papildu meh\u0101nisms, kas p\u0101rbauda \u0161\u0101dus gad\u012bjumus, vai var m\u0113\u0123in\u0101t papildin\u0101t uzvedni, lai tas nek\u0101d\u0101 gad\u012bjum\u0101 nep\u0101rveido tekstu.<\/li><li>Ja str\u0101d\u0101 ar <em>ChatGPT Agent<\/em> vai <em>MiniMax Agent<\/em>, tad nor\u0101di, vai v\u0113lies, lai galarezult\u0101ts tiktu tulkots uz ang\u013cu valodu, ja dati ir latvie\u0161u valod\u0101. K\u0101 ar\u012b piev\u0113rs uzman\u012bbu, vai visa inform\u0101cija ir izg\u016bta. VID deklar\u0101ciju gad\u012bjum\u0101 tas neiek\u013c\u0101va uz\u0146\u0113mumu\/valsts iest\u0101\u017eu re\u0123istr\u0101cijas numuru.<\/li><li>Ja a\u0123ents ir iek\u013c\u0101vis kopsavilkumus, kur\u0101 ir saskait\u012bjis ie\u0146\u0113mumus u.tml., piev\u0113rs uzman\u012bbu, ko a\u0123ents dara, kad ie\u0146\u0113mumi ir da\u017e\u0101d\u0101s val\u016bt\u0101s.<\/li><li>A\u0123enti nav test\u0113ti uz gad\u012bjumiem, kad VID atgrie\u017e vair\u0101kas personas ar identisku v\u0101rdu un uzv\u0101rdu. Piev\u0113rs uzman\u012bbu, ko a\u0123enti dara \u0161\u0101d\u0101s situ\u0101cij\u0101s.<\/li><li>Ja ir k\u0101ds specifisks form\u0101ts, k\u0101d\u0101 v\u0113lies redz\u0113t galarezult\u0101tu, tad nor\u0101di to uzvedn\u0113.<br>Piem\u0113ram, <em>Manus <\/em>par katru amatpersonu inform\u0101ciju apkopojis atsevi\u0161\u0137\u0101 <em>Excel <\/em>lap\u0101 un katra deklar\u0101cijas sada\u013ca ir nor\u0101d\u012bta t\u0101, ka to b\u016btu gr\u016bti automatiz\u0113t (at\u0161\u0137ir\u012bb\u0101 no <em>MiniMax Agent<\/em>, kur deklar\u0101cijas dati apkopoti 4 kolonn\u0101s).<\/li><li>Lai maz\u0101k b\u016btu j\u0101preciz\u0113 n\u0101kamie so\u013ci, jau pa\u0161\u0101 uzvedn\u0113 prec\u012bz\u0101k nor\u0101di sagaid\u0101mo rezult\u0101tu (piem., k\u0101d\u0101 form\u0101t\u0101 vai k\u0101d\u0101 valod\u0101 atgriezt rezult\u0101tu; k\u0101das v\u0113rt\u012bbas iek\u013caut\/neiek\u013caut u.tml.).<br>Katrs lieks solis tev t\u0113r\u0113s \u201ckred\u012btus\u201d a\u0123enta darbin\u0101\u0161anai (parasti lietot\u0101jiem ir noteikts kred\u012btu skaits, cik vari izmantot a\u0123entu darbin\u0101\u0161an\u0101).<\/li><li>Ja datu ieg\u016b\u0161ana ir j\u0101veic par vair\u0101k\u0101m person\u0101m, tad s\u0101c ar mazu kopu (2\u20133 personas) \u2014 t\u0101d\u0101 veid\u0101 saprat\u012bsi, vai ieg\u016btais rezult\u0101ts ir t\u0101ds, k\u0101du v\u0113lies, un vajadz\u012bbas gad\u012bjum\u0101 var\u0113si preciz\u0113t uzvedni.<\/li><\/ol>\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n<p id=\"c3d3\"><strong>Tehnisk\u0101 inform\u0101cija<\/strong><\/p>\n\n\n\n<p id=\"1ae6\">A\u0123enti test\u0113ti sekojo\u0161os datumos:<\/p>\n\n\n\n<ul><li><em>ChatGPT Agent mode <\/em>(2025-07-24),<\/li><li><em>Genspark <\/em>(2025\u201307\u201322),<\/li><li><em>Manus <\/em>(2025\u201307\u201322),<\/li><li><em>MiniMax Agent<\/em> (2025\u201307\u201323).<\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Autors: Aivis Brut\u0101ns, datu zin\u0101tnieks, Datu skolas akt\u012bvists Tirg\u016b ir pieejami daudz da\u017e\u0101di m\u0101ksl\u012bg\u0101 intelekta (MI) a\u0123enti. Tie ir automatiz\u0113ti risin\u0101jumi, kuri autonomi veic lietot\u0101ja doto uzdevumu \u2014 atrod t\u012bmekl\u012b inform\u0101ciju, veic [padzi\u013cin\u0101tu] datu izp\u0113ti, sagatavo prezent\u0101ciju, rezerv\u0113 galdi\u0146u restor\u0101n\u0101, uzraksa programm\u0113\u0161anas kodu u.tml. \u0160aj\u0101 rakst\u0101 notest\u0113ju atsevi\u0161\u0137us a\u0123entus: k\u0101 tie sp\u0113j ieg\u016bt specifisku inform\u0101ciju [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":429,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[14,11,15],"tags":[],"_links":{"self":[{"href":"https:\/\/www.datuskola.lv\/index.php\/wp-json\/wp\/v2\/posts\/419"}],"collection":[{"href":"https:\/\/www.datuskola.lv\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.datuskola.lv\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.datuskola.lv\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.datuskola.lv\/index.php\/wp-json\/wp\/v2\/comments?post=419"}],"version-history":[{"count":1,"href":"https:\/\/www.datuskola.lv\/index.php\/wp-json\/wp\/v2\/posts\/419\/revisions"}],"predecessor-version":[{"id":430,"href":"https:\/\/www.datuskola.lv\/index.php\/wp-json\/wp\/v2\/posts\/419\/revisions\/430"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.datuskola.lv\/index.php\/wp-json\/wp\/v2\/media\/429"}],"wp:attachment":[{"href":"https:\/\/www.datuskola.lv\/index.php\/wp-json\/wp\/v2\/media?parent=419"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.datuskola.lv\/index.php\/wp-json\/wp\/v2\/categories?post=419"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.datuskola.lv\/index.php\/wp-json\/wp\/v2\/tags?post=419"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}