{"id":1577933,"date":"2025-08-12T17:04:23","date_gmt":"2025-08-12T15:04:23","guid":{"rendered":"https:\/\/academy.asseco.pl\/?post_type=webinar&#038;p=1577933"},"modified":"2025-09-02T13:35:50","modified_gmt":"2025-09-02T11:35:50","slug":"system-rag-jako-rozszerzenie-bazy-wiedzy-duzych-modeli-jezykowych","status":"publish","type":"webinar","link":"https:\/\/academy.asseco.pl\/en\/webinar\/system-rag-jako-rozszerzenie-bazy-wiedzy-duzych-modeli-jezykowych\/","title":{"rendered":"System RAG jako rozszerzenie bazy wiedzy du\u017cych modeli j\u0119zykowych"},"content":{"rendered":"<section class=\"o-section c-hero c-hero--secondary c-hero--normal  u-color--main-1 u-font--func-1 u-color--main-1 u-color-opacity-0 has-normal-font-size\"id=\"section_1\"\n>\n  \n\n    <div class=\"o-wrapper c-hero__container\">\n          <div class=\"c-breadcrumbs__wrapper o-layout__itemo-flex o-flex--grids u-hidden@less-then-large\">\n    <div class=\"o-flex__item u-flex-12\/12\">\n        <div class=\"c-breadcrumbs\"><span><span><a href=\"https:\/\/academy.asseco.pl\/en\/\">Asseco Academy<\/a><\/span><\/span><\/div>\n    <\/div>\n<\/div>        <div class=\"c-hero__content \">\n\n            <h2 class=\"c-heading c-heading--h1 c-hero__title u-margin-bottom-tiny \"><span style=\"text-shadow: 5px 5px 10px #000000;\">System RAG jako rozszerzenie bazy <br \/>\r\nwiedzy du\u017cych modeli j\u0119zykowych<br \/>\r\n<\/span><\/h2>\n      <div class=\"c-hero__desc\">\n     \n<\/div>            \n      \n                <\/div>\n  <\/div>\n<\/section>\n\n\n<section class=\"o-section c-simple  has-normal-font-size \"id=\"section_2\"\n  >\n    <div class=\"o-wrapper \">\n    <div class=\"c-simple__container o-flex o-flex--grids o-flex--centered\">\n          <div class=\"c-simple__image o-flex__item    u-flex-6\/12@large   \">\n                                            <img decoding=\"async\" src=\"https:\/\/academy.asseco.pl\/wp-content\/uploads\/2025\/08\/Frame-34946631-1.webp\" alt=\"\" class=\" u-image--border-radius   u-image--box-shadow \"\/>\n                                    <\/div>\n          <div class=\"c-simple__content o-flex__item   u-flex-6\/12@large \">\n        <h2 class=\"c-heading c-heading--h2 c-simple__title \"><\/h2>                          <div class=\"c-simple__desc\">\n    <p><strong>Zapraszamy do udzia\u0142u w nadchodz\u0105cym webinarze!<\/strong><\/p>\n<p><strong>Data:<\/strong> 11.09.2025<br \/>\n<strong>Godzina:<\/strong> 17:30-18:30<br \/>\n<strong>Prowadz\u0105cy:<\/strong> Patryk Palej<\/p>\n \n<\/div>                                  <a\n    href=\"https:\/\/eur03.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fassecods.webex.com%2Fweblink%2Fregister%2Fra248f8a00ee711f8373ed697bd9ac874&#038;data=05%7C02%7CWeronika.Leja%40assecods.pl%7C0cfef61ea96246a1049d08ddd8ea5519%7C598be90934974762a128e8e82e732db1%7C0%7C0%7C638905223279073187%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&#038;sdata=IT6EO61Kl85Vx697KbWG%2BJav1hNsRlQRfQ4yydrFbOU%3D&#038;reserved=0\"\n    target=\"\"\n        class=\"c-button c-button--primary\n                                                                c-simple__cta\n    \"\n    >\n        Do\u0142\u0105cz do webinaru\n    <\/a>\n              <\/div>\n    <\/div>\n  <\/div>\n<\/section>\n\n\n<section class=\"o-section c-simple c-simple--alternative has-normal-font-size \"id=\"section_3\"\n  >\n    <div class=\"o-wrapper \">\n    <div class=\"c-simple__container o-flex o-flex--grids o-flex--centered\">\n          <div class=\"c-simple__image o-flex__item    u-flex-6\/12@large   \">\n                                            <img decoding=\"async\" src=\"https:\/\/academy.asseco.pl\/wp-content\/uploads\/2025\/02\/freepik__man-with-laptop-smiling-working-in-the-office__96426.webp\" alt=\"Du\u017ce modele j\u0119zykowe (LLM) maj\u0105 ogromne mo\u017cliwo\u015bci\" class=\" u-image--border-radius   u-image--box-shadow \"\/>\n                                    <\/div>\n          <div class=\"c-simple__content o-flex__item   u-flex-6\/12@large \">\n        <h2 class=\"c-heading c-heading--h2 c-simple__title  u-font--main-1\">Du\u017ce modele j\u0119zykowe (LLM) maj\u0105 ogromne mo\u017cliwo\u015bci<\/h2>                          <div class=\"c-simple__desc\">\n    <p>i do\u015b\u0107 szerok\u0105 wiedz\u0119, ale nie posiadaj\u0105 dost\u0119pu do wewn\u0119trznych dokument\u00f3w organizacji i potrafi\u0105 halucynowa\u0107. Rozwi\u0105zaniem jest RAG (Retrieval Augmented Generation) \u2014 generowanie odpowiedzi w oparciu o wyszukiwanie i wykorzystanie wiedzy z w\u0142asnych zasob\u00f3w. Ide\u0105 RAG jest wzbogacenie promptu o kontekst pochodz\u0105cy z repozytorium (np. indeks semantyczny) lub zewn\u0119trznej bazy danych, do kt\u00f3rej normalnie model nie mia\u0142by dost\u0119pu.<\/p>\n \n<\/div>                              <\/div>\n    <\/div>\n  <\/div>\n<\/section>\n\n\n<section class=\"o-section c-simple  has-normal-font-size \"id=\"section_4\"\n  >\n    <div class=\"o-wrapper \">\n    <div class=\"c-simple__container o-flex o-flex--grids o-flex--centered\">\n          <div class=\"c-simple__image o-flex__item    u-flex-6\/12@large   \">\n                                            <img decoding=\"async\" src=\"https:\/\/academy.asseco.pl\/wp-content\/uploads\/2025\/04\/back-view-female-employee-speak-talk-video-call-with-colleagues-online-woman-worker-have-webcam-group-conference-with-coworkers-modern-laptop-home.webp\" alt=\"Podczas webinaru\" class=\" u-image--border-radius   u-image--box-shadow \"\/>\n                                    <\/div>\n          <div class=\"c-simple__content o-flex__item   u-flex-6\/12@large \">\n        <h2 class=\"c-heading c-heading--h2 c-simple__title  u-font--main-1\">Podczas webinaru<\/h2>                          <div class=\"c-simple__desc\">\n    <p>wyja\u015bnimy, <strong>jak dzia\u0142a RAG,<\/strong> por\u00f3wnuj\u0105c go z u\u017cyciem samego LLM. Przejdziemy krok po kroku przez proces budowy systemu \u2013 od wczytania i podzia\u0142u dokument\u00f3w na chunki, przez embedding i zapis do bazy wektorowej, po retrieval i generowanie odpowiedzi. Na koniec poka\u017cemy dzia\u0142anie systemu \u201eend-to-end\u201d oraz webowy interfejs do zadawania pyta\u0144 opartych na zgromadzonej wiedzy.<\/p>\n \n<\/div>                              <\/div>\n    <\/div>\n  <\/div>\n<\/section>\n\n\n<section class=\"o-section c-icons has-normal-font-size u-padding-bottom-none \"id=\"section_5\"\n>\n  \n  <div class=\"o-wrapper c-icons__container \">\n\n            <h2 class=\"c-heading c-heading--h2 c-icons__title   u-font--main-1\">Prowadz\u0105cy<\/h2>    <div class=\"c-icons__desc\">\n    <p>&nbsp;<\/p>\n<div style=\"display: flex; align-items: center; background-color: white; border: 1px solid #ffffff; border-radius: 8px; box-shadow: 0 4px 8px rgba(0, 0, 0, 0.2); padding: 16px; max-width: 1200px; margin: 0 auto;\">\n<p>&nbsp;<\/p>\n<div style=\"flex-grow: 1; margin-right: 30px;\">\n<p style=\"color: #1cace4; font-size: 1.5em; margin: 0;\"><img decoding=\"async\" class=\"wp-image-1575650  alignleft\" src=\"https:\/\/academy.asseco.pl\/wp-content\/uploads\/2025\/08\/patryk_palej_2_00ab4a4231.webp\" alt=\"\" width=\"130\" height=\"130\" srcset=\"https:\/\/academy.asseco.pl\/wp-content\/uploads\/2025\/08\/patryk_palej_2_00ab4a4231.webp 300w, https:\/\/academy.asseco.pl\/wp-content\/uploads\/2025\/08\/patryk_palej_2_00ab4a4231-150x150.webp 150w\" sizes=\"(max-width: 130px) 100vw, 130px\" \/><strong>Patryk Palej<\/strong><\/p>\n<p style=\"margin: 8px 0;\">Do\u015bwiadczony specjalista i trener w zakresie Pythona, analizy danych i sztucznej inteligencji. Od 2018 roku realizuje projekty z uczenia maszynowego, SQL i rozwoju oprogramowania. Obecnie pracuje w firmie tworz\u0105cej rozwi\u0105zania AI oparte na du\u017cych modelach j\u0119zykowych. Prowadzi szkolenia i warsztaty, \u0142\u0105cz\u0105c wiedz\u0119 eksperck\u0105 z przyst\u0119pnym przekazem, wysoko ocenianym przez uczestnik\u00f3w.<\/p>\n<\/div>\n<\/div>\n \n<\/div>        <div class=\"\">\n      <div class=\"c-icons__content  o-flex o-flex--grids o-flex--grids-stretched      \">\n              <\/div>\n    <\/div>\n      <\/div>\n<\/section>\n","protected":false},"excerpt":{"rendered":"<p>Stw\u00f3rz inteligentny system AI, kt\u00f3ry nie tylko odpowiada, ale tak\u017ce rozumie dane z RAG (Retrieval Augmented Generation). <\/p>\n","protected":false},"featured_media":1568791,"parent":0,"menu_order":13,"template":"","class_list":["post-1577933","webinar","type-webinar","status-publish","has-post-thumbnail","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>System RAG jako rozszerzenie bazy wiedzy du\u017cych modeli j\u0119zykowych<\/title>\n<meta name=\"description\" content=\"Du\u017ce modele j\u0119zykowe (LLM) maj\u0105 ogromne mo\u017cliwo\u015bci i do\u015b\u0107 szerok\u0105 wiedz\u0119, ale nie posiadaj\u0105 dost\u0119pu do wewn\u0119trznych dokument\u00f3w organizacji i potrafi\u0105 halucynowa\u0107. Rozwi\u0105zaniem jest RAG (Retrieval Augmented Generation) \u2014 generowanie odpowiedzi w oparciu o wyszukiwanie i wykorzystanie wiedzy z w\u0142asnych zasob\u00f3w.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/academy.asseco.pl\/en\/webinar\/system-rag-jako-rozszerzenie-bazy-wiedzy-duzych-modeli-jezykowych\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"System RAG jako rozszerzenie bazy wiedzy du\u017cych modeli j\u0119zykowych\" \/>\n<meta property=\"og:description\" content=\"Du\u017ce modele j\u0119zykowe (LLM) maj\u0105 ogromne mo\u017cliwo\u015bci i do\u015b\u0107 szerok\u0105 wiedz\u0119, ale nie posiadaj\u0105 dost\u0119pu do wewn\u0119trznych dokument\u00f3w organizacji i potrafi\u0105 halucynowa\u0107. Rozwi\u0105zaniem jest RAG (Retrieval Augmented Generation) \u2014 generowanie odpowiedzi w oparciu o wyszukiwanie i wykorzystanie wiedzy z w\u0142asnych zasob\u00f3w.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/academy.asseco.pl\/en\/webinar\/system-rag-jako-rozszerzenie-bazy-wiedzy-duzych-modeli-jezykowych\/\" \/>\n<meta property=\"og:site_name\" content=\"Asseco Academy\" \/>\n<meta property=\"article:modified_time\" content=\"2025-09-02T11:35:50+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/academy.asseco.pl\/wp-content\/uploads\/2022\/07\/triathlon-running-1.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"724\" \/>\n\t<meta property=\"og:image:height\" content=\"483\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:image\" content=\"https:\/\/academy.asseco.pl\/wp-content\/uploads\/2022\/07\/triathlon-running-1.jpg\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/academy.asseco.pl\/en\/webinar\/system-rag-jako-rozszerzenie-bazy-wiedzy-duzych-modeli-jezykowych\/\",\"url\":\"https:\/\/academy.asseco.pl\/en\/webinar\/system-rag-jako-rozszerzenie-bazy-wiedzy-duzych-modeli-jezykowych\/\",\"name\":\"System RAG jako rozszerzenie bazy wiedzy du\u017cych modeli j\u0119zykowych\",\"isPartOf\":{\"@id\":\"https:\/\/academy.asseco.pl\/en\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/academy.asseco.pl\/en\/webinar\/system-rag-jako-rozszerzenie-bazy-wiedzy-duzych-modeli-jezykowych\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/academy.asseco.pl\/en\/webinar\/system-rag-jako-rozszerzenie-bazy-wiedzy-duzych-modeli-jezykowych\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/academy.asseco.pl\/wp-content\/uploads\/2025\/08\/abstract-digital-human-face-made-glowing-dots-representing-technology-ai-futuristic-concepts-with-vibrant-colors-scaled.webp\",\"datePublished\":\"2025-08-12T15:04:23+00:00\",\"dateModified\":\"2025-09-02T11:35:50+00:00\",\"description\":\"Du\u017ce modele j\u0119zykowe (LLM) maj\u0105 ogromne mo\u017cliwo\u015bci i do\u015b\u0107 szerok\u0105 wiedz\u0119, ale nie posiadaj\u0105 dost\u0119pu do wewn\u0119trznych dokument\u00f3w organizacji i potrafi\u0105 halucynowa\u0107. 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