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"language_code": "bg"
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},
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"README.md": {
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"original_hash": "005f81b2e4c9bd6ce70bcd9ba0a82a97",
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"source_file": "README.md",
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"language_code": "bg"
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},
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@ -1,29 +1,29 @@
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### 21 урока, които преподават всичко, което трябва да знаете, за да започнете да създавате приложения с Генеративен AI
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### 21 урока, които преподават всичко необходимо за започване на изграждане на приложения с генеративен изкуствен интелект
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||||
[](https://github.com/microsoft/Generative-AI-For-Beginners/blob/master/LICENSE?WT.mc_id=academic-105485-koreyst)
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||||
[](https://GitHub.com/microsoft/Generative-AI-For-Beginners/graphs/contributors/?WT.mc_id=academic-105485-koreyst)
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||||
[](https://GitHub.com/microsoft/Generative-AI-For-Beginners/issues/?WT.mc_id=academic-105485-koreyst)
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||||
[](https://GitHub.com/microsoft/Generative-AI-For-Beginners/pulls/?WT.mc_id=academic-105485-koreyst)
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||||
[](http://makeapullrequest.com?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://github.com/microsoft/Generative-AI-For-Beginners/blob/master/LICENSE?WT.mc_id=academic-105485-koreyst)
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||||
[](https://GitHub.com/microsoft/Generative-AI-For-Beginners/graphs/contributors/?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://GitHub.com/microsoft/Generative-AI-For-Beginners/issues/?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://GitHub.com/microsoft/Generative-AI-For-Beginners/pulls/?WT.mc_id=academic-105485-koreyst)
|
||||
[](http://makeapullrequest.com?WT.mc_id=academic-105485-koreyst)
|
||||
|
||||
[](https://GitHub.com/microsoft/Generative-AI-For-Beginners/watchers/?WT.mc_id=academic-105485-koreyst)
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||||
[](https://GitHub.com/microsoft/Generative-AI-For-Beginners/network/?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://GitHub.com/microsoft/Generative-AI-For-Beginners/stargazers/?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://GitHub.com/microsoft/Generative-AI-For-Beginners/watchers/?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://GitHub.com/microsoft/Generative-AI-For-Beginners/network/?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://GitHub.com/microsoft/Generative-AI-For-Beginners/stargazers/?WT.mc_id=academic-105485-koreyst)
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[](https://discord.gg/nTYy5BXMWG)
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### 🌐 Поддръжка на множество езици
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### 🌐 Поддръжка на много езици
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#### Поддържано чрез GitHub Action (Автоматизирано и винаги актуално)
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#### Поддържа се чрез GitHub Action (автоматично и винаги актуално)
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<!-- CO-OP TRANSLATOR LANGUAGES TABLE START -->
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[Арабски](../ar/README.md) | [Бенгалски](../bn/README.md) | [Български](./README.md) | [Бирмански (Мианмар)](../my/README.md) | [Китайски (опростен)](../zh-CN/README.md) | [Китайски (традиционен, Хонг Конг)](../zh-HK/README.md) | [Китайски (традиционен, Макао)](../zh-MO/README.md) | [Китайски (традиционен, Тайван)](../zh-TW/README.md) | [Хърватски](../hr/README.md) | [Чешки](../cs/README.md) | [Датски](../da/README.md) | [Холандски](../nl/README.md) | [Естонски](../et/README.md) | [Фински](../fi/README.md) | [Френски](../fr/README.md) | [Немски](../de/README.md) | [Гръцки](../el/README.md) | [Еврейски](../he/README.md) | [Хинди](../hi/README.md) | [Унгарски](../hu/README.md) | [Индонезийски](../id/README.md) | [Италиански](../it/README.md) | [Японски](../ja/README.md) | [Канада](../kn/README.md) | [Корейски](../ko/README.md) | [Литовски](../lt/README.md) | [Малайски](../ms/README.md) | [Малайскиалам](../ml/README.md) | [Маратхи](../mr/README.md) | [Непалски](../ne/README.md) | [Нигерийски пиджин](../pcm/README.md) | [Норвежки](../no/README.md) | [Персийски (Фарси)](../fa/README.md) | [Полски](../pl/README.md) | [Португалски (Бразилия)](../pt-BR/README.md) | [Португалски (Португалия)](../pt-PT/README.md) | [Панджаби (Гурумуки)](../pa/README.md) | [Румънски](../ro/README.md) | [Руски](../ru/README.md) | [Сръбски (кирилица)](../sr/README.md) | [Словашки](../sk/README.md) | [Словенски](../sl/README.md) | [Испански](../es/README.md) | [Свахили](../sw/README.md) | [Шведски](../sv/README.md) | [Тагалог (Филипински)](../tl/README.md) | [Тамилски](../ta/README.md) | [Телугу](../te/README.md) | [Тайландски](../th/README.md) | [Турски](../tr/README.md) | [Украински](../uk/README.md) | [Урду](../ur/README.md) | [Виетнамски](../vi/README.md)
|
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[Арабски](../ar/README.md) | [Бенгалски](../bn/README.md) | [Български](./README.md) | [Бирмански (Мианмар)](../my/README.md) | [Китайски (опростен)](../zh-CN/README.md) | [Китайски (традиционен, Хонг Конг)](../zh-HK/README.md) | [Китайски (традиционен, Макао)](../zh-MO/README.md) | [Китайски (традиционен, Тайван)](../zh-TW/README.md) | [Хърватски](../hr/README.md) | [Чешки](../cs/README.md) | [Датски](../da/README.md) | [Холандски](../nl/README.md) | [Естонски](../et/README.md) | [Фински](../fi/README.md) | [Френски](../fr/README.md) | [Немски](../de/README.md) | [Гръцки](../el/README.md) | [Иврит](../he/README.md) | [Хинди](../hi/README.md) | [Унгарски](../hu/README.md) | [Индонезийски](../id/README.md) | [Италиански](../it/README.md) | [Японски](../ja/README.md) | [Каннада](../kn/README.md) | [Хмерски](../km/README.md) | [Корейски](../ko/README.md) | [Литовски](../lt/README.md) | [Малайски](../ms/README.md) | [Малаялам](../ml/README.md) | [Марати](../mr/README.md) | [Непалски](../ne/README.md) | [Нигерийски пиджин](../pcm/README.md) | [Норвежки](../no/README.md) | [Персийски (фарси)](../fa/README.md) | [Полски](../pl/README.md) | [Португалски (Бразилия)](../pt-BR/README.md) | [Португалски (Португалия)](../pt-PT/README.md) | [Панджаби (Гурумуки)](../pa/README.md) | [Румънски](../ro/README.md) | [Руски](../ru/README.md) | [Сръбски (кирилица)](../sr/README.md) | [Словашки](../sk/README.md) | [Словенски](../sl/README.md) | [Испански](../es/README.md) | [Суахили](../sw/README.md) | [Шведски](../sv/README.md) | [Тагалог (филипински)](../tl/README.md) | [Тамилски](../ta/README.md) | [Телугу](../te/README.md) | [Тайски](../th/README.md) | [Турски](../tr/README.md) | [Украински](../uk/README.md) | [Урду](../ur/README.md) | [Виетнамски](../vi/README.md)
|
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> **Предпочитате да клонирате локално?**
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>
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||||
> Това хранилище включва над 50 превода на езици, което значително увеличава размера на изтегляне. За да клонирате без преводи, използвайте sparse checkout:
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||||
> Това хранилище включва над 50 езикови превода, което значително увеличава размера на изтеглянето. За да клонирате без преводи, използвайте sparse checkout:
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>
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> **Bash / macOS / Linux:**
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> ```bash
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@ -42,90 +42,90 @@
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> Това ви дава всичко необходимо за завършване на курса с много по-бързо изтегляне.
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<!-- CO-OP TRANSLATOR LANGUAGES TABLE END -->
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# Генеративен AI за начинаещи (версия 3) - Курс
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# Генеративен изкуствен интелект за начинаещи (Версия 3) - Курс
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Научете основите на създаването на приложения с Генеративен AI с нашия комплексен курс от 21 урока, представен от Microsoft Cloud Advocates.
|
||||
Научете основите на изграждането на приложения с генеративен изкуствен интелект с нашия всеобхватен курс от 21 урока от Microsoft Cloud Advocates.
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## 🌱 Започваме
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## 🌱 Започване
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Този курс има 21 урока. Всеки урок обхваща собствена тема, така че започнете от където пожелаете!
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Този курс включва 21 урока. Всеки урок покрива своя собствена тема, така че започнете откъдето искате!
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Уроците са маркирани като "Научете" уроци, които обясняват концепция на Генеративен AI или "Създай" уроци, които обясняват концепция и кодови примери както на **Python**, така и на **TypeScript**, където е възможно.
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Уроците са маркирани като "Учене" с уроци, обясняващи концепция за генеративен ИИ, или като "Изграждане", които обясняват концепция и примери с код на **Python** и **TypeScript**, когато е възможно.
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За .NET разработчици гледайте [Генеративен AI за начинаещи (.NET издание)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst)!
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За .NET разработчици разгледайте [Генеративен ИИ за начинаещи (NET издание)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst)!
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||||
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Всеки урок включва и секция "Продължавай да учиш" с допълнителни учебни инструменти.
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Всеки урок също включва раздел "Продължи да учиш" с допълнителни учебни материали.
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## Какво ви е нужно
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||||
### За да изпълните кода на този курс, можете да използвате някое от следните:
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||||
## Какво ви трябва
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||||
### За да изпълните кода от този курс, можете да използвате:
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||||
- [Azure OpenAI Service](https://aka.ms/genai-beginners/azure-open-ai?WT.mc_id=academic-105485-koreyst) - **Уроци:** "aoai-assignment"
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- [GitHub Marketplace Model Catalog](https://aka.ms/genai-beginners/gh-models?WT.mc_id=academic-105485-koreyst) - **Уроци:** "githubmodels"
|
||||
- [OpenAI API](https://aka.ms/genai-beginners/open-ai?WT.mc_id=academic-105485-koreyst) - **Уроци:** "oai-assignment"
|
||||
- [OpenAI API](https://aka.ms/genai-beginners/open-ai?WT.mc_id=academic-105485-koreyst) - **Уроци:** "oai-assignment"
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||||
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||||
- Основни познания по Python или TypeScript са полезни - \*За абсолютни начинаещи разгледайте тези [Python](https://aka.ms/genai-beginners/python?WT.mc_id=academic-105485-koreyst) и [TypeScript](https://aka.ms/genai-beginners/typescript?WT.mc_id=academic-105485-koreyst) курсове
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||||
- Акаунт в GitHub, за да [форкнете цялото това хранилище](https://aka.ms/genai-beginners/github?WT.mc_id=academic-105485-koreyst) във вашия собствен GitHub акаунт
|
||||
- Основни познания по Python или TypeScript са полезни - \*За абсолютни начинаещи разгледайте тези курсове по [Python](https://aka.ms/genai-beginners/python?WT.mc_id=academic-105485-koreyst) и [TypeScript](https://aka.ms/genai-beginners/typescript?WT.mc_id=academic-105485-koreyst)
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||||
- GitHub акаунт за [форкване на цялото това хранилище](https://aka.ms/genai-beginners/github?WT.mc_id=academic-105485-koreyst) във вашия собствен GitHub акаунт
|
||||
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||||
Създадохме урок **[Настройка на курса](./00-course-setup/README.md?WT.mc_id=academic-105485-koreyst)**, за да ви помогнем с настройването на вашата среда за разработка.
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||||
Създадохме урок **[Настройка на курса](./00-course-setup/README.md?WT.mc_id=academic-105485-koreyst)**, който да ви помогне с настройването на вашата работна среда.
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||||
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||||
Не забравяйте да [дадете звезда (🌟) на това хранилище](https://docs.github.com/en/get-started/exploring-projects-on-github/saving-repositories-with-stars?WT.mc_id=academic-105485-koreyst), за да го намерите по-лесно по-късно.
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||||
Не забравяйте да [отбележите с 🌟 това хранилище](https://docs.github.com/en/get-started/exploring-projects-on-github/saving-repositories-with-stars?WT.mc_id=academic-105485-koreyst), за да го откривате по-лесно по-късно.
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## 🧠 Готови ли сте за разгръщане?
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## 🧠 Готови за пускане в продукция?
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Ако търсите по-напреднали примери за код, разгледайте нашата [колекция от примери на код за Генеративен AI](https://aka.ms/genai-beg-code?WT.mc_id=academic-105485-koreyst) както на **Python**, така и на **TypeScript**.
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Ако търсите по-напреднали образци на код, разгледайте нашата [колекция от образци на код за генеративен ИИ](https://aka.ms/genai-beg-code?WT.mc_id=academic-105485-koreyst) както на **Python**, така и на **TypeScript**.
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## 🗣️ Срещнете други учащи, получете поддръжка
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## 🗣️ Срещнете други учащи се, получете подкрепа
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||||
|
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Присъединете се към нашия [официален Discord сървър Azure AI Foundry](https://aka.ms/genai-discord?WT.mc_id=academic-105485-koreyst), за да срещнете и взаимодействате с други учащи, които взимат този курс и да получите поддръжка.
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Присъединете се към нашия [официален Azure AI Foundry Discord сървър](https://aka.ms/genai-discord?WT.mc_id=academic-105485-koreyst), за да се срещнете и свържете с други учащи се на този курс и да получите подкрепа.
|
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||||
Задавайте въпроси или споделяйте обратна връзка за продукта в нашия [Azure AI Foundry Developer Forum](https://aka.ms/azureaifoundry/forum) в GitHub.
|
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|
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## 🚀 Създавате стартъп?
|
||||
## 🚀 Стартирате бизнес?
|
||||
|
||||
Посетете [Microsoft for Startups](https://www.microsoft.com/startups), за да разберете как да започнете да изграждате с кредитите на Azure още днес.
|
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## 🙏 Искате ли да помогнете?
|
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||||
Имате ли предложения или намерихте правописни или кодови грешки? [Отворете запитване](https://github.com/microsoft/generative-ai-for-beginners/issues?WT.mc_id=academic-105485-koreyst) или [Създайте заявка за изтегляне](https://github.com/microsoft/generative-ai-for-beginners/pulls?WT.mc_id=academic-105485-koreyst)
|
||||
Имате ли предложение или намерихте правописни или кодови грешки? [Отворете проблем (issue)](https://github.com/microsoft/generative-ai-for-beginners/issues?WT.mc_id=academic-105485-koreyst) или [създайте pull request](https://github.com/microsoft/generative-ai-for-beginners/pulls?WT.mc_id=academic-105485-koreyst)
|
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## 📂 Всеки урок включва:
|
||||
|
||||
- Кратко видео представяне на темата
|
||||
- Писмен урок, намиращ се в README
|
||||
- Примери за код на Python и TypeScript, поддържащи Azure OpenAI и OpenAI API
|
||||
- Връзки към допълнителни ресурси за продължаване на обучението ви
|
||||
- Кратко видео въведение в темата
|
||||
- Писмен урок, разположен в README
|
||||
- Примери с код на Python и TypeScript, поддържащи Azure OpenAI и OpenAI API
|
||||
- Връзки към допълнителни ресурси за продължаване на вашето обучение
|
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## 🗃️ Уроци
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| # | **Връзка към урока** | **Описание** | **Видео** | **Допълнително обучение** |
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| --- | -------------------------------------------------------------------------------------------------------------------------------------------- | --------------------------------------------------------------------------------------------- | --------------------------------------------------------------------------- | ------------------------------------------------------------------------------ |
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| 00 | [Настройка на курса](./00-course-setup/README.md?WT.mc_id=academic-105485-koreyst) | **Научете:** Как да настроите вашата среда за разработка | Видео предстои | [Научете повече](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
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| 01 | [Въведение в Генеративния AI и Големите езикови модели (LLMs)](./01-introduction-to-genai/README.md?WT.mc_id=academic-105485-koreyst) | **Научете:** Разбиране какво е Генеративен AI и как работят големите езикови модели (LLMs). | [Видео](https://aka.ms/gen-ai-lesson-1-gh?WT.mc_id=academic-105485-koreyst) | [Научете повече](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
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| 02 | [Изследване и сравняване на различни големи езикови модели](./02-exploring-and-comparing-different-llms/README.md?WT.mc_id=academic-105485-koreyst) | **Научете:** Как да изберете правилния модел за вашия случай | [Видео](https://aka.ms/gen-ai-lesson2-gh?WT.mc_id=academic-105485-koreyst) | [Научете повече](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 03 | [Отговорна употреба на Генеративния AI](./03-using-generative-ai-responsibly/README.md?WT.mc_id=academic-105485-koreyst) | **Научете:** Как да създавате отговорно приложения с Генеративен AI | [Видео](https://aka.ms/gen-ai-lesson3-gh?WT.mc_id=academic-105485-koreyst) | [Научете повече](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 04 | [Разбиране на основите на създаването на заявки (Prompt Engineering)](./04-prompt-engineering-fundamentals/README.md?WT.mc_id=academic-105485-koreyst) | **Научи:** Практически най-добри практики за създаване на заявки | [Видео](https://aka.ms/gen-ai-lesson4-gh?WT.mc_id=academic-105485-koreyst) | [Научи повече](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 05 | [Създаване на усъвършенствани заявки](./05-advanced-prompts/README.md?WT.mc_id=academic-105485-koreyst) | **Научи:** Как да прилагате техники за създаване на заявки, които подобряват резултатите от вашите заявки. | [Видео](https://aka.ms/gen-ai-lesson5-gh?WT.mc_id=academic-105485-koreyst) | [Научи повече](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 06 | [Създаване на приложения за генериране на текст](./06-text-generation-apps/README.md?WT.mc_id=academic-105485-koreyst) | **Изграждане:** Приложение за генериране на текст с използване на Azure OpenAI / OpenAI API | [Видео](https://aka.ms/gen-ai-lesson6-gh?WT.mc_id=academic-105485-koreyst) | [Научи повече](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 07 | [Създаване на чат приложения](./07-building-chat-applications/README.md?WT.mc_id=academic-105485-koreyst) | **Изграждане:** Техники за ефективно изграждане и интегриране на чат приложения. | [Видео](https://aka.ms/gen-ai-lessons7-gh?WT.mc_id=academic-105485-koreyst) | [Научи повече](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 08 | [Създаване на търсещи приложения с векторни бази данни](./08-building-search-applications/README.md?WT.mc_id=academic-105485-koreyst) | **Изграждане:** Търсещо приложение, което използва вграждания (Embeddings) за търсене на данни. | [Видео](https://aka.ms/gen-ai-lesson8-gh?WT.mc_id=academic-105485-koreyst) | [Научи повече](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 09 | [Създаване на приложения за генериране на изображения](./09-building-image-applications/README.md?WT.mc_id=academic-105485-koreyst) | **Изграждане:** Приложение за генериране на изображения | [Видео](https://aka.ms/gen-ai-lesson9-gh?WT.mc_id=academic-105485-koreyst) | [Научи повече](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 10 | [Създаване на нискокодови AI приложения](./10-building-low-code-ai-applications/README.md?WT.mc_id=academic-105485-koreyst) | **Изграждане:** Приложение за генеративен AI с използване на нискокодови инструменти | [Видео](https://aka.ms/gen-ai-lesson10-gh?WT.mc_id=academic-105485-koreyst) | [Научи повече](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 11 | [Интегриране на външни приложения със Function Calling](./11-integrating-with-function-calling/README.md?WT.mc_id=academic-105485-koreyst) | **Изграждане:** Какво е function calling и приложенията му в различни случаи | [Видео](https://aka.ms/gen-ai-lesson11-gh?WT.mc_id=academic-105485-koreyst) | [Научи повече](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 12 | [Дизайн на UX за AI приложения](./12-designing-ux-for-ai-applications/README.md?WT.mc_id=academic-105485-koreyst) | **Научи:** Как да прилагате принципите на UX дизайн при разработването на генеративни AI приложения | [Видео](https://aka.ms/gen-ai-lesson12-gh?WT.mc_id=academic-105485-koreyst) | [Научи повече](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 13 | [Осигуряване на сигурността на вашите генеративни AI приложения](./13-securing-ai-applications/README.md?WT.mc_id=academic-105485-koreyst) | **Научи:** Заплахите и рисковете за AI системите и методите за осигуряване на тяхната сигурност. | [Видео](https://aka.ms/gen-ai-lesson13-gh?WT.mc_id=academic-105485-koreyst) | [Научи повече](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 14 | [Жизненият цикъл на генеративните AI приложения](./14-the-generative-ai-application-lifecycle/README.md?WT.mc_id=academic-105485-koreyst) | **Научи:** Инструментите и метриките за управление на жизнения цикъл на LLM и LLMOps | [Видео](https://aka.ms/gen-ai-lesson14-gh?WT.mc_id=academic-105485-koreyst) | [Научи повече](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 15 | [Retrieval Augmented Generation (RAG) и векторни бази данни](./15-rag-and-vector-databases/README.md?WT.mc_id=academic-105485-koreyst) | **Изграждане:** Приложение, използващо RAG рамка за извличане на вграждания от векторни бази данни | [Видео](https://aka.ms/gen-ai-lesson15-gh?WT.mc_id=academic-105485-koreyst) | [Научи повече](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 16 | [Отворени модели и Hugging Face](./16-open-source-models/README.md?WT.mc_id=academic-105485-koreyst) | **Изграждане:** Приложение, използващо отворени модели, налични в Hugging Face | [Видео](https://aka.ms/gen-ai-lesson16-gh?WT.mc_id=academic-105485-koreyst) | [Научи повече](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 17 | [AI агенти](./17-ai-agents/README.md?WT.mc_id=academic-105485-koreyst) | **Изграждане:** Приложение, използващо рамка за AI агенти | [Видео](https://aka.ms/gen-ai-lesson17-gh?WT.mc_id=academic-105485-koreyst) | [Научи повече](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 18 | [Фина настройка на LLM](./18-fine-tuning/README.md?WT.mc_id=academic-105485-koreyst) | **Научи:** Какво, защо и как да се направи фина настройка на LLM | [Видео](https://aka.ms/gen-ai-lesson18-gh?WT.mc_id=academic-105485-koreyst) | [Научи повече](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 19 | [Създаване с малки езикови модели (SLM)](./19-slm/README.md?WT.mc_id=academic-105485-koreyst) | **Научи:** Предимствата от използването на малки езикови модели | Видео предстои | [Научи повече](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 20 | [Създаване с модели Mistral](./20-mistral/README.md?WT.mc_id=academic-105485-koreyst) | **Научи:** Функциите и разликите на моделите от семейството Mistral | Видео предстои | [Научи повече](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 21 | [Създаване с модели Meta](./21-meta/README.md?WT.mc_id=academic-105485-koreyst) | **Научи:** Функциите и разликите на моделите от семейството Meta | Видео предстои | [Научи повече](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| # | **Връзка към урока** | **Описание** | **Видео** | **Допълнително обучение** |
|
||||
| --- | ------------------------------------------------------------------------------------------------------------------------------------------- | ----------------------------------------------------------------------------------------------- | --------------------------------------------------------------------------- | ------------------------------------------------------------------------------ |
|
||||
| 00 | [Настройка на курса](./00-course-setup/README.md?WT.mc_id=academic-105485-koreyst) | **Научи:** Как да настроите вашата среда за разработка | Видео предстои | [Научи повече](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 01 | [Въведение в генеративен ИИ и големите езикови модели (LLMs)](./01-introduction-to-genai/README.md?WT.mc_id=academic-105485-koreyst) | **Научи:** Разбиране какво е генеративният ИИ и как работят големите езикови модели (LLMs). | [Видео](https://aka.ms/gen-ai-lesson-1-gh?WT.mc_id=academic-105485-koreyst) | [Научи повече](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 02 | [Изследване и сравнение на различни LLMs](./02-exploring-and-comparing-different-llms/README.md?WT.mc_id=academic-105485-koreyst) | **Научи:** Как да изберете правилния модел за вашия случай | [Видео](https://aka.ms/gen-ai-lesson2-gh?WT.mc_id=academic-105485-koreyst) | [Научи повече](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 03 | [Отговорно използване на генеративен ИИ](./03-using-generative-ai-responsibly/README.md?WT.mc_id=academic-105485-koreyst) | **Научи:** Как да изграждате генеративни ИИ приложения отговорно | [Видео](https://aka.ms/gen-ai-lesson3-gh?WT.mc_id=academic-105485-koreyst) | [Научи повече](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 04 | [Разбиране на основите на проектирането на заявки](./04-prompt-engineering-fundamentals/README.md?WT.mc_id=academic-105485-koreyst) | **Научете:** Практически най-добри практики за проектиране на заявки | [Видео](https://aka.ms/gen-ai-lesson4-gh?WT.mc_id=academic-105485-koreyst) | [Научете повече](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 05 | [Създаване на напреднали заявки](./05-advanced-prompts/README.md?WT.mc_id=academic-105485-koreyst) | **Научете:** Как да прилагате техники за проектиране на заявки, които подобряват резултата от вашите заявки. | [Видео](https://aka.ms/gen-ai-lesson5-gh?WT.mc_id=academic-105485-koreyst) | [Научете повече](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 06 | [Създаване на приложения за генериране на текст](./06-text-generation-apps/README.md?WT.mc_id=academic-105485-koreyst) | **Изграждане:** Приложение за генериране на текст с помощта на Azure OpenAI / OpenAI API | [Видео](https://aka.ms/gen-ai-lesson6-gh?WT.mc_id=academic-105485-koreyst) | [Научете повече](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 07 | [Създаване на чат приложения](./07-building-chat-applications/README.md?WT.mc_id=academic-105485-koreyst) | **Изграждане:** Техники за ефективно създаване и интегриране на чат приложения. | [Видео](https://aka.ms/gen-ai-lessons7-gh?WT.mc_id=academic-105485-koreyst) | [Научете повече](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 08 | [Създаване на приложения за търсене с бази данни на вектори](./08-building-search-applications/README.md?WT.mc_id=academic-105485-koreyst) | **Изграждане:** Приложение за търсене, което използва Embeddings за търсене на данни. | [Видео](https://aka.ms/gen-ai-lesson8-gh?WT.mc_id=academic-105485-koreyst) | [Научете повече](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 09 | [Създаване на приложения за генериране на изображения](./09-building-image-applications/README.md?WT.mc_id=academic-105485-koreyst) | **Изграждане:** Приложение за генериране на изображения | [Видео](https://aka.ms/gen-ai-lesson9-gh?WT.mc_id=academic-105485-koreyst) | [Научете повече](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 10 | [Създаване на AI приложения с нисък код](./10-building-low-code-ai-applications/README.md?WT.mc_id=academic-105485-koreyst) | **Изграждане:** Приложение за генериране на AI с помощта на инструменти за нисък код | [Видео](https://aka.ms/gen-ai-lesson10-gh?WT.mc_id=academic-105485-koreyst) | [Научете повече](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 11 | [Интегриране на външни приложения с извикване на функции](./11-integrating-with-function-calling/README.md?WT.mc_id=academic-105485-koreyst) | **Изграждане:** Какво представлява извикването на функции и неговите случаи на използване за приложения | [Видео](https://aka.ms/gen-ai-lesson11-gh?WT.mc_id=academic-105485-koreyst) | [Научете повече](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 12 | [Проектиране на UX за AI приложения](./12-designing-ux-for-ai-applications/README.md?WT.mc_id=academic-105485-koreyst) | **Научете:** Как да прилагате принципи на UX дизайна при разработването на приложения за генериране на AI | [Видео](https://aka.ms/gen-ai-lesson12-gh?WT.mc_id=academic-105485-koreyst) | [Научете повече](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 13 | [Осигуряване на вашите приложения за генериране на AI](./13-securing-ai-applications/README.md?WT.mc_id=academic-105485-koreyst) | **Научете:** Заплахите и рисковете за AI системите и методите за осигуряване на тези системи. | [Видео](https://aka.ms/gen-ai-lesson13-gh?WT.mc_id=academic-105485-koreyst) | [Научете повече](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 14 | [Жизнен цикъл на приложенията за генериране на AI](./14-the-generative-ai-application-lifecycle/README.md?WT.mc_id=academic-105485-koreyst) | **Научете:** Инструментите и метричните показатели за управление на жизнения цикъл на LLM и LLMOps | [Видео](https://aka.ms/gen-ai-lesson14-gh?WT.mc_id=academic-105485-koreyst) | [Научете повече](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 15 | [Retrieval Augmented Generation (RAG) и векторни бази данни](./15-rag-and-vector-databases/README.md?WT.mc_id=academic-105485-koreyst) | **Изграждане:** Приложение, използващо рамката RAG за извличане на embeddings от векторни бази данни | [Видео](https://aka.ms/gen-ai-lesson15-gh?WT.mc_id=academic-105485-koreyst) | [Научете повече](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 16 | [Отворени модели с отворен код и Hugging Face](./16-open-source-models/README.md?WT.mc_id=academic-105485-koreyst) | **Изграждане:** Приложение, използващо отворени модели, налични на Hugging Face | [Видео](https://aka.ms/gen-ai-lesson16-gh?WT.mc_id=academic-105485-koreyst) | [Научете повече](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 17 | [AI агенти](./17-ai-agents/README.md?WT.mc_id=academic-105485-koreyst) | **Изграждане:** Приложение, използващо рамката за AI агенти | [Видео](https://aka.ms/gen-ai-lesson17-gh?WT.mc_id=academic-105485-koreyst) | [Научете повече](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 18 | [Фино настройване на LLMs](./18-fine-tuning/README.md?WT.mc_id=academic-105485-koreyst) | **Научете:** Какво, защо и как се извършва фино настройване на LLMs | [Видео](https://aka.ms/gen-ai-lesson18-gh?WT.mc_id=academic-105485-koreyst) | [Научете повече](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 19 | [Изграждане с малки езикови модели (SLMs)](./19-slm/README.md?WT.mc_id=academic-105485-koreyst) | **Научете:** Ползите от изграждане с малки езикови модели | Скоро видео | [Научете повече](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 20 | [Изграждане с модели Mistral](./20-mistral/README.md?WT.mc_id=academic-105485-koreyst) | **Научете:** Характеристиките и разликите на семейството модели Mistral | Скоро видео | [Научете повече](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 21 | [Изграждане с модели Meta](./21-meta/README.md?WT.mc_id=academic-105485-koreyst) | **Научете:** Характеристиките и разликите на семейството модели Meta | Скоро видео | [Научете повече](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
|
||||
### 🌟 Специални благодарности
|
||||
|
||||
Специални благодарности на [**Джон Азиз**](https://www.linkedin.com/in/john0isaac/) за създаването на всички GitHub Actions и работни процеси
|
||||
Специални благодарности на [**Джон Азиз**](https://www.linkedin.com/in/john0isaac/) за създаването на всички GitHub Actions и работни потоци
|
||||
|
||||
[**Бернхард Меркле**](https://www.linkedin.com/in/bernhard-merkle-738b73/) за ключовите приноси към всеки урок с цел подобряване на учебния процес и работата с кода.
|
||||
[**Бернхард Меркле**](https://www.linkedin.com/in/bernhard-merkle-738b73/) за ключовите приноси към всеки урок, подобряващи преживяването при учене и работа с кода.
|
||||
|
||||
## 🎒 Други курсове
|
||||
|
||||
@ -146,44 +146,44 @@
|
||||
|
||||
---
|
||||
|
||||
### Серия за Генеративен AI
|
||||
[](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst)
|
||||
[-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst)
|
||||
[-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst)
|
||||
[-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https://github.com/microsoft/generative-ai-with-javascript?WT.mc_id=academic-105485-koreyst)
|
||||
### Серия за генериране на AI
|
||||
[](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst)
|
||||
[-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst)
|
||||
[-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst)
|
||||
[-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https://github.com/microsoft/generative-ai-with-javascript?WT.mc_id=academic-105485-koreyst)
|
||||
|
||||
---
|
||||
|
||||
### Основно обучение
|
||||
[](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung)
|
||||
[](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung)
|
||||
[](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst)
|
||||
|
||||
---
|
||||
|
||||
### Серия Copilot
|
||||
[](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst)
|
||||
<!-- CO-OP TRANSLATOR OTHER COURSES END -->
|
||||
|
||||
## Получаване на помощ
|
||||
|
||||
Ако срещнете затруднения или имате въпроси относно създаването на AI приложения. Присъединете се към други учащи и опитни разработчици в дискусии за MCP. Това е подкрепяща общност, където въпросите са добре дошли и знанието се споделя свободно.
|
||||
Ако заседнете или имате въпроси относно създаването на AI приложения. Присъединете се към други учащи и опитни разработчици в дискусиите за MCP. Това е подкрепяща общност, където въпросите са добре дошли и знанието се споделя свободно.
|
||||
|
||||
[](https://discord.gg/nTYy5BXMWG)
|
||||
|
||||
Ако имате обратна връзка за продукта или грешки при разработване, посетете:
|
||||
Ако имате обратна връзка за продукта или проблеми по време на разработка, посетете:
|
||||
|
||||
[](https://aka.ms/foundry/forum)
|
||||
|
||||
---
|
||||
|
||||
<!-- CO-OP TRANSLATOR DISCLAIMER START -->
|
||||
**Отказ от отговорност**:
|
||||
Този документ е преведен с помощта на AI преводаческа услуга [Co-op Translator](https://github.com/Azure/co-op-translator). Въпреки че се стремим към точност, моля, имайте предвид, че автоматизираните преводи могат да съдържат грешки или неточности. Оригиналният документ на неговия роден език трябва да се счита за авторитетен източник. За критична информация се препоръчва професионален човешки превод. Ние не носим отговорност за каквито и да е недоразумения или погрешни тълкувания, произтичащи от използването на този превод.
|
||||
**Отказ от отговорност**:
|
||||
Този документ е преведен с помощта на AI преводаческа услуга [Co-op Translator](https://github.com/Azure/co-op-translator). Въпреки че се стремим към точност, моля, имайте предвид, че автоматизираните преводи може да съдържат грешки или неточности. Оригиналният документ на неговия роден език трябва да се счита за авторитетен източник. За критична информация се препоръчва професионален човешки превод. Ние не носим отговорност за каквито и да е недоразумения или неправилни тълкувания, произтичащи от използването на този превод.
|
||||
<!-- CO-OP TRANSLATOR DISCLAIMER END -->
|
||||
@ -204,8 +204,8 @@
|
||||
"language_code": "ro"
|
||||
},
|
||||
"README.md": {
|
||||
"original_hash": "005f81b2e4c9bd6ce70bcd9ba0a82a97",
|
||||
"translation_date": "2026-02-16T13:25:01+00:00",
|
||||
"original_hash": "a94bcfe8d85c9fd652ba96292f8765e5",
|
||||
"translation_date": "2026-04-06T18:49:28+00:00",
|
||||
"source_file": "README.md",
|
||||
"language_code": "ro"
|
||||
},
|
||||
|
||||
@ -1,29 +1,29 @@
|
||||
|
||||
|
||||
### 21 Lecții care predau tot ce trebuie să știi pentru a începe să construiești aplicații de Inteligență Artificială Generativă
|
||||
### 21 Lecții care vă învață tot ce trebuie să știți pentru a începe să construiți aplicații de Inteligență Artificială Generativă
|
||||
|
||||
[](https://github.com/microsoft/Generative-AI-For-Beginners/blob/master/LICENSE?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://GitHub.com/microsoft/Generative-AI-For-Beginners/graphs/contributors/?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://GitHub.com/microsoft/Generative-AI-For-Beginners/issues/?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://GitHub.com/microsoft/Generative-AI-For-Beginners/pulls/?WT.mc_id=academic-105485-koreyst)
|
||||
[](http://makeapullrequest.com?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://github.com/microsoft/Generative-AI-For-Beginners/blob/master/LICENSE?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://GitHub.com/microsoft/Generative-AI-For-Beginners/graphs/contributors/?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://GitHub.com/microsoft/Generative-AI-For-Beginners/issues/?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://GitHub.com/microsoft/Generative-AI-For-Beginners/pulls/?WT.mc_id=academic-105485-koreyst)
|
||||
[](http://makeapullrequest.com?WT.mc_id=academic-105485-koreyst)
|
||||
|
||||
[](https://GitHub.com/microsoft/Generative-AI-For-Beginners/watchers/?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://GitHub.com/microsoft/Generative-AI-For-Beginners/network/?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://GitHub.com/microsoft/Generative-AI-For-Beginners/stargazers/?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://GitHub.com/microsoft/Generative-AI-For-Beginners/watchers/?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://GitHub.com/microsoft/Generative-AI-For-Beginners/network/?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://GitHub.com/microsoft/Generative-AI-For-Beginners/stargazers/?WT.mc_id=academic-105485-koreyst)
|
||||
|
||||
[](https://discord.gg/nTYy5BXMWG)
|
||||
|
||||
### 🌐 Suport Multilingv
|
||||
### 🌐 Suport Multi-Limbaj
|
||||
|
||||
#### Suportat prin GitHub Action (Automatizat și Întotdeauna Actualizat)
|
||||
|
||||
<!-- CO-OP TRANSLATOR LANGUAGES TABLE START -->
|
||||
[Arabic](../ar/README.md) | [Bengali](../bn/README.md) | [Bulgarian](../bg/README.md) | [Burmese (Myanmar)](../my/README.md) | [Chinese (Simplified)](../zh-CN/README.md) | [Chinese (Traditional, Hong Kong)](../zh-HK/README.md) | [Chinese (Traditional, Macau)](../zh-MO/README.md) | [Chinese (Traditional, Taiwan)](../zh-TW/README.md) | [Croatian](../hr/README.md) | [Czech](../cs/README.md) | [Danish](../da/README.md) | [Dutch](../nl/README.md) | [Estonian](../et/README.md) | [Finnish](../fi/README.md) | [French](../fr/README.md) | [German](../de/README.md) | [Greek](../el/README.md) | [Hebrew](../he/README.md) | [Hindi](../hi/README.md) | [Hungarian](../hu/README.md) | [Indonesian](../id/README.md) | [Italian](../it/README.md) | [Japanese](../ja/README.md) | [Kannada](../kn/README.md) | [Korean](../ko/README.md) | [Lithuanian](../lt/README.md) | [Malay](../ms/README.md) | [Malayalam](../ml/README.md) | [Marathi](../mr/README.md) | [Nepali](../ne/README.md) | [Nigerian Pidgin](../pcm/README.md) | [Norwegian](../no/README.md) | [Persian (Farsi)](../fa/README.md) | [Polish](../pl/README.md) | [Portuguese (Brazil)](../pt-BR/README.md) | [Portuguese (Portugal)](../pt-PT/README.md) | [Punjabi (Gurmukhi)](../pa/README.md) | [Romanian](./README.md) | [Russian](../ru/README.md) | [Serbian (Cyrillic)](../sr/README.md) | [Slovak](../sk/README.md) | [Slovenian](../sl/README.md) | [Spanish](../es/README.md) | [Swahili](../sw/README.md) | [Swedish](../sv/README.md) | [Tagalog (Filipino)](../tl/README.md) | [Tamil](../ta/README.md) | [Telugu](../te/README.md) | [Thai](../th/README.md) | [Turkish](../tr/README.md) | [Ukrainian](../uk/README.md) | [Urdu](../ur/README.md) | [Vietnamese](../vi/README.md)
|
||||
[Arabic](../ar/README.md) | [Bengali](../bn/README.md) | [Bulgarian](../bg/README.md) | [Burmese (Myanmar)](../my/README.md) | [Chinese (Simplified)](../zh-CN/README.md) | [Chinese (Traditional, Hong Kong)](../zh-HK/README.md) | [Chinese (Traditional, Macau)](../zh-MO/README.md) | [Chinese (Traditional, Taiwan)](../zh-TW/README.md) | [Croatian](../hr/README.md) | [Czech](../cs/README.md) | [Danish](../da/README.md) | [Dutch](../nl/README.md) | [Estonian](../et/README.md) | [Finnish](../fi/README.md) | [French](../fr/README.md) | [German](../de/README.md) | [Greek](../el/README.md) | [Hebrew](../he/README.md) | [Hindi](../hi/README.md) | [Hungarian](../hu/README.md) | [Indonesian](../id/README.md) | [Italian](../it/README.md) | [Japanese](../ja/README.md) | [Kannada](../kn/README.md) | [Khmer](../km/README.md) | [Korean](../ko/README.md) | [Lithuanian](../lt/README.md) | [Malay](../ms/README.md) | [Malayalam](../ml/README.md) | [Marathi](../mr/README.md) | [Nepali](../ne/README.md) | [Nigerian Pidgin](../pcm/README.md) | [Norwegian](../no/README.md) | [Persian (Farsi)](../fa/README.md) | [Polish](../pl/README.md) | [Portuguese (Brazil)](../pt-BR/README.md) | [Portuguese (Portugal)](../pt-PT/README.md) | [Punjabi (Gurmukhi)](../pa/README.md) | [Romanian](./README.md) | [Russian](../ru/README.md) | [Serbian (Cyrillic)](../sr/README.md) | [Slovak](../sk/README.md) | [Slovenian](../sl/README.md) | [Spanish](../es/README.md) | [Swahili](../sw/README.md) | [Swedish](../sv/README.md) | [Tagalog (Filipino)](../tl/README.md) | [Tamil](../ta/README.md) | [Telugu](../te/README.md) | [Thai](../th/README.md) | [Turkish](../tr/README.md) | [Ukrainian](../uk/README.md) | [Urdu](../ur/README.md) | [Vietnamese](../vi/README.md)
|
||||
|
||||
> **Preferi să Clonezi Local?**
|
||||
> **Preferi să clonezi local?**
|
||||
>
|
||||
> Acest depozit include traduceri în peste 50 de limbi, ceea ce crește semnificativ dimensiunea descarcării. Pentru a clona fără traduceri, folosește sparse checkout:
|
||||
> Acest depozit include peste 50 de traduceri în limbi diferite, ceea ce mărește semnificativ dimensiunea descărcării. Pentru a clona fără traduceri, folosește sparse checkout:
|
||||
>
|
||||
> **Bash / macOS / Linux:**
|
||||
> ```bash
|
||||
@ -39,151 +39,151 @@
|
||||
> git sparse-checkout set --no-cone "/*" "!translations" "!translated_images"
|
||||
> ```
|
||||
>
|
||||
> Acest lucru îți oferă tot ce ai nevoie pentru a finaliza cursul cu o descărcare mult mai rapidă.
|
||||
> Aceasta îți oferă tot ce ai nevoie pentru a finaliza cursul cu o descărcare mult mai rapidă.
|
||||
<!-- CO-OP TRANSLATOR LANGUAGES TABLE END -->
|
||||
|
||||
# Inteligență Artificială Generativă pentru Începători (Versiunea 3) - Un Curs
|
||||
|
||||
Învață fundamentele construirii aplicațiilor de Inteligență Artificială Generativă cu cursul nostru cuprinzător de 21 de lecții oferit de Microsoft Cloud Advocates.
|
||||
Învață elementele fundamentale pentru construirea aplicațiilor de Inteligență Artificială Generativă cu ajutorul cursului nostru cuprinzător de 21 de lecții oferit de Microsoft Cloud Advocates.
|
||||
|
||||
## 🌱 Începem
|
||||
## 🌱 Începeți
|
||||
|
||||
Acest curs are 21 de lecții. Fiecare lecție acoperă un subiect propriu, așa că începe de unde dorești!
|
||||
|
||||
Lecțiile sunt etichetate fie ca lecții "Learn" care explică un concept de Inteligență Artificială Generativă, fie lecții "Build" care explică un concept și oferă exemple de cod în **Python** și **TypeScript**, când este posibil.
|
||||
Lecțiile sunt etichetate fie ca lecții „Learn” care explică un concept de Inteligență Artificială Generativă, fie ca lecții „Build” care explică un concept și oferă exemple de cod în **Python** și **TypeScript** atunci când este posibil.
|
||||
|
||||
Pentru dezvoltatorii .NET consultați [Inteligența Artificială Generativă pentru Începători (Ediția .NET)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst)!
|
||||
Pentru dezvoltatori .NET verificați [Inteligență Artificială Generativă pentru Începători (Ediția .NET)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst)!
|
||||
|
||||
Fiecare lecție include, de asemenea, o secțiune "Keep Learning" cu instrumente suplimentare de învățare.
|
||||
Fiecare lecție include, de asemenea, o secțiune „Keep Learning” cu instrumente suplimentare de învățare.
|
||||
|
||||
## Ce ai nevoie
|
||||
### Pentru a rula codul acestui curs, poți folosi fie:
|
||||
### Pentru a rula codul acestui curs, poți folosi oricare dintre:
|
||||
- [Azure OpenAI Service](https://aka.ms/genai-beginners/azure-open-ai?WT.mc_id=academic-105485-koreyst) - **Lecții:** "aoai-assignment"
|
||||
- [GitHub Marketplace Model Catalog](https://aka.ms/genai-beginners/gh-models?WT.mc_id=academic-105485-koreyst) - **Lecții:** "githubmodels"
|
||||
- [OpenAI API](https://aka.ms/genai-beginners/open-ai?WT.mc_id=academic-105485-koreyst) - **Lecții:** "oai-assignment"
|
||||
- [OpenAI API](https://aka.ms/genai-beginners/open-ai?WT.mc_id=academic-105485-koreyst) - **Lecții:** "oai-assignment"
|
||||
|
||||
- Cunoștințe de bază de Python sau TypeScript sunt utile - \*Pentru începători absoluți, vezi aceste cursuri de [Python](https://aka.ms/genai-beginners/python?WT.mc_id=academic-105485-koreyst) și [TypeScript](https://aka.ms/genai-beginners/typescript?WT.mc_id=academic-105485-koreyst)
|
||||
- Un cont GitHub pentru a [face fork întregului acest depozit](https://aka.ms/genai-beginners/github?WT.mc_id=academic-105485-koreyst) în contul tău GitHub
|
||||
- Cunoștințe de bază de Python sau TypeScript sunt utile - \*Pentru începători absoluți verificați aceste cursuri [Python](https://aka.ms/genai-beginners/python?WT.mc_id=academic-105485-koreyst) și [TypeScript](https://aka.ms/genai-beginners/typescript?WT.mc_id=academic-105485-koreyst)
|
||||
- Un cont GitHub pentru a [bifurca acest depozit integral](https://aka.ms/genai-beginners/github?WT.mc_id=academic-105485-koreyst) în propriul cont GitHub
|
||||
|
||||
Am creat o lecție **[Configurarea Cursului](./00-course-setup/README.md?WT.mc_id=academic-105485-koreyst)** pentru a te ajuta să îți configurezi mediul de dezvoltare.
|
||||
Am creat o lecție **[Course Setup](./00-course-setup/README.md?WT.mc_id=academic-105485-koreyst)** pentru a te ajuta să-ți configurezi mediul de dezvoltare.
|
||||
|
||||
Nu uita să [pui o stea (🌟) acestui depozit](https://docs.github.com/en/get-started/exploring-projects-on-github/saving-repositories-with-stars?WT.mc_id=academic-105485-koreyst) pentru a-l găsi mai ușor mai târziu.
|
||||
Nu uita să [dai stea (🌟) acestui depozit](https://docs.github.com/en/get-started/exploring-projects-on-github/saving-repositories-with-stars?WT.mc_id=academic-105485-koreyst) pentru a-l găsi mai ușor mai târziu.
|
||||
|
||||
## 🧠 Gata să lansezi?
|
||||
## 🧠 Pregătit pentru a implementa?
|
||||
|
||||
Dacă cauți exemple de cod mai avansate, vezi colecția noastră de [Exemple de Cod Inteligență Artificială Generativă](https://aka.ms/genai-beg-code?WT.mc_id=academic-105485-koreyst) în ambele limbaje **Python** și **TypeScript**.
|
||||
Dacă cauți exemple de cod mai avansate, verifică colecția noastră de [Exemple de Cod pentru Inteligență Artificială Generativă](https://aka.ms/genai-beg-code?WT.mc_id=academic-105485-koreyst) în **Python** și **TypeScript**.
|
||||
|
||||
## 🗣️ Întâlnește alți cursanți, obține suport
|
||||
## 🗣️ Întâlnește alți cursanți, primește suport
|
||||
|
||||
Alătură-te serverului nostru oficial de Discord Azure AI Foundry [aici](https://aka.ms/genai-discord?WT.mc_id=academic-105485-koreyst) pentru a întâlni și a face networking cu alți cursanți care urmează acest curs și pentru a obține suport.
|
||||
Alătură-te [serverului oficial Discord Azure AI Foundry](https://aka.ms/genai-discord?WT.mc_id=academic-105485-koreyst) pentru a întâlni și face networking cu alți cursanți care urmează acest curs și pentru a primi suport.
|
||||
|
||||
Pune întrebări sau împărtășește feedback despre produs în [Forum-ul dezvoltatorilor Azure AI Foundry](https://aka.ms/azureaifoundry/forum) pe Github.
|
||||
Pune întrebări sau oferă feedback despre produs în [Forumul Dezvoltatorilor Azure AI Foundry](https://aka.ms/azureaifoundry/forum) pe Github.
|
||||
|
||||
## 🚀 Construiești o startup?
|
||||
## 🚀 Construiești un startup?
|
||||
|
||||
Vizitează [Microsoft for Startups](https://www.microsoft.com/startups) pentru a afla cum să începi să construiești cu credite Azure chiar azi.
|
||||
Vizitează [Microsoft for Startups](https://www.microsoft.com/startups) pentru a afla cum să începi să construiești cu credite Azure astăzi.
|
||||
|
||||
## 🙏 Vrei să ajuți?
|
||||
|
||||
Ai sugestii sau ai găsit greșeli de ortografie sau în cod? [Deschide un issue](https://github.com/microsoft/generative-ai-for-beginners/issues?WT.mc_id=academic-105485-koreyst) sau [Creează un pull request](https://github.com/microsoft/generative-ai-for-beginners/pulls?WT.mc_id=academic-105485-koreyst)
|
||||
Ai sugestii sau ai găsit greșeli de ortografie sau cod? [Deschide o problemă](https://github.com/microsoft/generative-ai-for-beginners/issues?WT.mc_id=academic-105485-koreyst) sau [Creează o cerere de tragere](https://github.com/microsoft/generative-ai-for-beginners/pulls?WT.mc_id=academic-105485-koreyst)
|
||||
|
||||
## 📂 Fiecare lecție include:
|
||||
|
||||
- O scurtă introducere video despre subiect
|
||||
- O lecție scrisă în README
|
||||
- Exemple de cod în Python și TypeScript care suportă Azure OpenAI și OpenAI API
|
||||
- Link-uri către resurse suplimentare pentru a-ți continua învățarea
|
||||
- O scurtă introducere video la subiect
|
||||
- O lecție scrisă disponibilă în README
|
||||
- Exemple de cod Python și TypeScript care susțin Azure OpenAI și OpenAI API
|
||||
- Legături către resurse suplimentare pentru a-ți continua învățarea
|
||||
|
||||
## 🗃️ Lecții
|
||||
|
||||
| # | **Link Lecție** | **Descriere** | **Video** | **Învățare suplimentară** |
|
||||
| --- | -------------------------------------------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------- | ---------------------------------------------------------------------------- | ------------------------------------------------------------------------------ |
|
||||
| 00 | [Configurarea Cursului](./00-course-setup/README.md?WT.mc_id=academic-105485-koreyst) | **Învață:** Cum să-ți configurezi mediul de dezvoltare | Videoclip în curând | [Află mai multe](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 01 | [Introducere în Inteligența Artificială Generativă și LLM-uri](./01-introduction-to-genai/README.md?WT.mc_id=academic-105485-koreyst) | **Învață:** Ce este Inteligența Artificială Generativă și cum funcționează Modelele Mari de Limbaj (LLM) | [Video](https://aka.ms/gen-ai-lesson-1-gh?WT.mc_id=academic-105485-koreyst) | [Află mai multe](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 02 | [Explorarea și compararea diferitelor LLM-uri](./02-exploring-and-comparing-different-llms/README.md?WT.mc_id=academic-105485-koreyst) | **Învață:** Cum să alegi modelul potrivit pentru cazul tău de utilizare | [Video](https://aka.ms/gen-ai-lesson2-gh?WT.mc_id=academic-105485-koreyst) | [Află mai multe](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 03 | [Utilizarea responsabilă a Inteligenței Artificiale Generative](./03-using-generative-ai-responsibly/README.md?WT.mc_id=academic-105485-koreyst) | **Învață:** Cum să construiești aplicații de Inteligență Artificială Generativă responsabil | [Video](https://aka.ms/gen-ai-lesson3-gh?WT.mc_id=academic-105485-koreyst) | [Află mai multe](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 04 | [Înțelegerea elementelor de bază ale ingineriei prompturilor](./04-prompt-engineering-fundamentals/README.md?WT.mc_id=academic-105485-koreyst) | **Învățați:** Cele mai bune practici practice de inginerie a prompturilor | [Video](https://aka.ms/gen-ai-lesson4-gh?WT.mc_id=academic-105485-koreyst) | [Aflați mai mult](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 05 | [Crearea prompturilor avansate](./05-advanced-prompts/README.md?WT.mc_id=academic-105485-koreyst) | **Învățați:** Cum să aplicați tehnici de inginerie a prompturilor care îmbunătățesc rezultatul prompturilor dvs. | [Video](https://aka.ms/gen-ai-lesson5-gh?WT.mc_id=academic-105485-koreyst) | [Aflați mai mult](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 06 | [Construirea de aplicații de generare de text](./06-text-generation-apps/README.md?WT.mc_id=academic-105485-koreyst) | **Construiți:** O aplicație de generare text folosind Azure OpenAI / OpenAI API | [Video](https://aka.ms/gen-ai-lesson6-gh?WT.mc_id=academic-105485-koreyst) | [Aflați mai mult](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 07 | [Construirea de aplicații de chat](./07-building-chat-applications/README.md?WT.mc_id=academic-105485-koreyst) | **Construiți:** Tehnici pentru construirea și integrarea eficientă a aplicațiilor de chat. | [Video](https://aka.ms/gen-ai-lessons7-gh?WT.mc_id=academic-105485-koreyst) | [Aflați mai mult](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 08 | [Construirea aplicațiilor de căutare și baze de date vectoriale](./08-building-search-applications/README.md?WT.mc_id=academic-105485-koreyst) | **Construiți:** O aplicație de căutare care folosește Embeddings pentru a căuta date. | [Video](https://aka.ms/gen-ai-lesson8-gh?WT.mc_id=academic-105485-koreyst) | [Aflați mai mult](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 09 | [Construirea aplicațiilor de generare de imagini](./09-building-image-applications/README.md?WT.mc_id=academic-105485-koreyst) | **Construiți:** O aplicație de generare de imagini | [Video](https://aka.ms/gen-ai-lesson9-gh?WT.mc_id=academic-105485-koreyst) | [Aflați mai mult](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 10 | [Construirea aplicațiilor AI cu cod redus](./10-building-low-code-ai-applications/README.md?WT.mc_id=academic-105485-koreyst) | **Construiți:** O aplicație AI generativă folosind unelte cu cod redus | [Video](https://aka.ms/gen-ai-lesson10-gh?WT.mc_id=academic-105485-koreyst) | [Aflați mai mult](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 11 | [Integrarea aplicațiilor externe cu apelarea funcțiilor](./11-integrating-with-function-calling/README.md?WT.mc_id=academic-105485-koreyst) | **Construiți:** Ce este apelarea funcțiilor și cazurile de utilizare pentru aplicații | [Video](https://aka.ms/gen-ai-lesson11-gh?WT.mc_id=academic-105485-koreyst) | [Aflați mai mult](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 12 | [Proiectarea UX pentru aplicații AI](./12-designing-ux-for-ai-applications/README.md?WT.mc_id=academic-105485-koreyst) | **Învățați:** Cum să aplicați principiile de design UX atunci când dezvoltați aplicații AI generative | [Video](https://aka.ms/gen-ai-lesson12-gh?WT.mc_id=academic-105485-koreyst) | [Aflați mai mult](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 13 | [Asigurarea aplicațiilor dvs. AI generative](./13-securing-ai-applications/README.md?WT.mc_id=academic-105485-koreyst) | **Învățați:** Amenințările și riscurile pentru sistemele AI și metodele de protejare a acestor sisteme. | [Video](https://aka.ms/gen-ai-lesson13-gh?WT.mc_id=academic-105485-koreyst) | [Aflați mai mult](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 14 | [Ciclul de viață al aplicației AI generative](./14-the-generative-ai-application-lifecycle/README.md?WT.mc_id=academic-105485-koreyst) | **Învățați:** Instrumentele și metricile pentru gestionarea ciclului de viață LLM și LLMOps | [Video](https://aka.ms/gen-ai-lesson14-gh?WT.mc_id=academic-105485-koreyst) | [Aflați mai mult](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 15 | [Generarea augmentată prin recuperare (RAG) și baze de date vectoriale](./15-rag-and-vector-databases/README.md?WT.mc_id=academic-105485-koreyst) | **Construiți:** O aplicație folosind un cadru RAG pentru a recupera embeddings din baze de date vectoriale | [Video](https://aka.ms/gen-ai-lesson15-gh?WT.mc_id=academic-105485-koreyst) | [Aflați mai mult](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 16 | [Modele Open Source și Hugging Face](./16-open-source-models/README.md?WT.mc_id=academic-105485-koreyst) | **Construiți:** O aplicație folosind modelele open source disponibile pe Hugging Face | [Video](https://aka.ms/gen-ai-lesson16-gh?WT.mc_id=academic-105485-koreyst) | [Aflați mai mult](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 17 | [Agenti AI](./17-ai-agents/README.md?WT.mc_id=academic-105485-koreyst) | **Construiți:** O aplicație folosind un cadru AI Agent | [Video](https://aka.ms/gen-ai-lesson17-gh?WT.mc_id=academic-105485-koreyst) | [Aflați mai mult](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 18 | [Fine-Tuning LLMs](./18-fine-tuning/README.md?WT.mc_id=academic-105485-koreyst) | **Învățați:** Ce, de ce și cum se face fine-tuning-ul modelelor LLM | [Video](https://aka.ms/gen-ai-lesson18-gh?WT.mc_id=academic-105485-koreyst) | [Aflați mai mult](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 19 | [Construirea cu SLMs](./19-slm/README.md?WT.mc_id=academic-105485-koreyst) | **Învățați:** Beneficiile construirii cu modele de limbaj mici | Video în curând | [Aflați mai mult](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 20 | [Construirea cu Modelele Mistral](./20-mistral/README.md?WT.mc_id=academic-105485-koreyst) | **Învățați:** Caracteristicile și diferențele modelelor din familia Mistral | Video în curând | [Aflați mai mult](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 21 | [Construirea cu Modelele Meta](./21-meta/README.md?WT.mc_id=academic-105485-koreyst) | **Învățați:** Caracteristicile și diferențele modelelor din familia Meta | Video în curând | [Aflați mai mult](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| # | **Link Lecție** | **Descriere** | **Video** | **Învățare Suplimentară** |
|
||||
| --- | -------------------------------------------------------------------------------------------------------------------------------------------- | ----------------------------------------------------------------------------------------------- | --------------------------------------------------------------------------- | ------------------------------------------------------------------------------ |
|
||||
| 00 | [Configurarea Cursului](./00-course-setup/README.md?WT.mc_id=academic-105485-koreyst) | **Învață:** Cum să-ți configurezi mediul de dezvoltare | Video în curând | [Află mai multe](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 01 | [Introducere în Inteligența Artificială Generativă și LLM-uri](./01-introduction-to-genai/README.md?WT.mc_id=academic-105485-koreyst) | **Învață:** Înțelegerea a ceea ce este Inteligența Artificială Generativă și cum funcționează Modelele Mari de Limbaj (LLM) | [Video](https://aka.ms/gen-ai-lesson-1-gh?WT.mc_id=academic-105485-koreyst) | [Află mai multe](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 02 | [Explorarea și compararea diferitelor LLM-uri](./02-exploring-and-comparing-different-llms/README.md?WT.mc_id=academic-105485-koreyst) | **Învață:** Cum să selectezi modelul potrivit pentru cazul tău de utilizare | [Video](https://aka.ms/gen-ai-lesson2-gh?WT.mc_id=academic-105485-koreyst) | [Află mai multe](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 03 | [Utilizarea responsabilă a Inteligenței Artificiale Generative](./03-using-generative-ai-responsibly/README.md?WT.mc_id=academic-105485-koreyst) | **Învață:** Cum să construiești aplicații de Inteligență Artificială Generativă responsabil | [Video](https://aka.ms/gen-ai-lesson3-gh?WT.mc_id=academic-105485-koreyst) | [Află mai multe](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 04 | [Înțelegerea fundamentelor ingineriei promptului](./04-prompt-engineering-fundamentals/README.md?WT.mc_id=academic-105485-koreyst) | **Învață:** Cele mai bune practici practice în Ingineria Promptului | [Video](https://aka.ms/gen-ai-lesson4-gh?WT.mc_id=academic-105485-koreyst) | [Află mai multe](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 05 | [Crearea prompturilor avansate](./05-advanced-prompts/README.md?WT.mc_id=academic-105485-koreyst) | **Învață:** Cum să aplici tehnici de inginerie a prompturilor care îmbunătățesc rezultatul prompturilor tale. | [Video](https://aka.ms/gen-ai-lesson5-gh?WT.mc_id=academic-105485-koreyst) | [Află mai multe](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 06 | [Construirea aplicațiilor de generare a textului](./06-text-generation-apps/README.md?WT.mc_id=academic-105485-koreyst) | **Construiește:** O aplicație de generare a textului folosind Azure OpenAI / OpenAI API | [Video](https://aka.ms/gen-ai-lesson6-gh?WT.mc_id=academic-105485-koreyst) | [Află mai multe](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 07 | [Construirea aplicațiilor de chat](./07-building-chat-applications/README.md?WT.mc_id=academic-105485-koreyst) | **Construiește:** Tehnici pentru construirea și integrarea eficientă a aplicațiilor de chat. | [Video](https://aka.ms/gen-ai-lessons7-gh?WT.mc_id=academic-105485-koreyst) | [Află mai multe](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 08 | [Construirea aplicațiilor de căutare și baze de date vectoriale](./08-building-search-applications/README.md?WT.mc_id=academic-105485-koreyst) | **Construiește:** O aplicație de căutare care folosește Embeddings pentru a căuta date. | [Video](https://aka.ms/gen-ai-lesson8-gh?WT.mc_id=academic-105485-koreyst) | [Află mai multe](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 09 | [Construirea aplicațiilor de generare a imaginilor](./09-building-image-applications/README.md?WT.mc_id=academic-105485-koreyst) | **Construiește:** O aplicație de generare a imaginilor | [Video](https://aka.ms/gen-ai-lesson9-gh?WT.mc_id=academic-105485-koreyst) | [Află mai multe](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 10 | [Construirea aplicațiilor AI cu cod redus](./10-building-low-code-ai-applications/README.md?WT.mc_id=academic-105485-koreyst) | **Construiește:** O aplicație de AI generativ folosind unelte Low Code | [Video](https://aka.ms/gen-ai-lesson10-gh?WT.mc_id=academic-105485-koreyst) | [Află mai multe](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 11 | [Integrarea aplicațiilor externe cu apelul funcțiilor](./11-integrating-with-function-calling/README.md?WT.mc_id=academic-105485-koreyst) | **Construiește:** Ce este apelul funcțiilor și cazurile sale de utilizare pentru aplicații | [Video](https://aka.ms/gen-ai-lesson11-gh?WT.mc_id=academic-105485-koreyst) | [Află mai multe](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 12 | [Proiectarea UX pentru aplicații AI](./12-designing-ux-for-ai-applications/README.md?WT.mc_id=academic-105485-koreyst) | **Învață:** Cum să aplici principiile de design UX la dezvoltarea aplicațiilor AI generative | [Video](https://aka.ms/gen-ai-lesson12-gh?WT.mc_id=academic-105485-koreyst) | [Află mai multe](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 13 | [Asigurarea aplicațiilor tale AI generative](./13-securing-ai-applications/README.md?WT.mc_id=academic-105485-koreyst) | **Învață:** Amenințările și riscurile sistemelor AI și metodele de securizare a acestora. | [Video](https://aka.ms/gen-ai-lesson13-gh?WT.mc_id=academic-105485-koreyst) | [Află mai multe](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 14 | [Ciclul de viață al aplicațiilor AI generative](./14-the-generative-ai-application-lifecycle/README.md?WT.mc_id=academic-105485-koreyst) | **Învață:** Uneltele și metricile pentru gestionarea ciclului de viață LLM și LLMOps | [Video](https://aka.ms/gen-ai-lesson14-gh?WT.mc_id=academic-105485-koreyst) | [Află mai multe](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 15 | [Generarea augmentată prin recuperare (RAG) și baze de date vectoriale](./15-rag-and-vector-databases/README.md?WT.mc_id=academic-105485-koreyst) | **Construiește:** O aplicație folosind un cadru RAG pentru a recupera embeddings din baze de date vectoriale | [Video](https://aka.ms/gen-ai-lesson15-gh?WT.mc_id=academic-105485-koreyst) | [Află mai multe](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 16 | [Modele open source și Hugging Face](./16-open-source-models/README.md?WT.mc_id=academic-105485-koreyst) | **Construiește:** O aplicație folosind modele open source disponibile pe Hugging Face | [Video](https://aka.ms/gen-ai-lesson16-gh?WT.mc_id=academic-105485-koreyst) | [Află mai multe](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 17 | [Agenți AI](./17-ai-agents/README.md?WT.mc_id=academic-105485-koreyst) | **Construiește:** O aplicație folosind un cadru pentru Agenți AI | [Video](https://aka.ms/gen-ai-lesson17-gh?WT.mc_id=academic-105485-koreyst) | [Află mai multe](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 18 | [Fine-Tuning LLMs](./18-fine-tuning/README.md?WT.mc_id=academic-105485-koreyst) | **Învață:** Ce, de ce și cum se face fine-tuning la LLM-uri | [Video](https://aka.ms/gen-ai-lesson18-gh?WT.mc_id=academic-105485-koreyst) | [Află mai multe](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 19 | [Construirea cu SLM-uri](./19-slm/README.md?WT.mc_id=academic-105485-koreyst) | **Învață:** Beneficiile construirii cu modele lingvistice mici | Video Coming Soon | [Află mai multe](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 20 | [Construirea cu modele Mistral](./20-mistral/README.md?WT.mc_id=academic-105485-koreyst) | **Învață:** Caracteristicile și diferențele modelelor din familia Mistral | Video Coming Soon | [Află mai multe](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 21 | [Construirea cu modele Meta](./21-meta/README.md?WT.mc_id=academic-105485-koreyst) | **Învață:** Caracteristicile și diferențele modelelor din familia Meta | Video Coming Soon | [Află mai multe](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
|
||||
### 🌟 Mulțumiri speciale
|
||||
|
||||
Mulțumiri speciale pentru [**John Aziz**](https://www.linkedin.com/in/john0isaac/) pentru crearea tuturor acțiunilor și fluxurilor de lucru GitHub
|
||||
Mulțumiri speciale lui [**John Aziz**](https://www.linkedin.com/in/john0isaac/) pentru crearea tuturor acțiunilor și fluxurilor de lucru GitHub
|
||||
|
||||
[**Bernhard Merkle**](https://www.linkedin.com/in/bernhard-merkle-738b73/) pentru contribuțiile cheie aduse fiecărei lecții pentru a îmbunătăți experiența cursantului și a codului.
|
||||
[**Bernhard Merkle**](https://www.linkedin.com/in/bernhard-merkle-738b73/) pentru contribuțiile cheie aduse fiecărei lecții pentru a îmbunătăți experiența cursantului și a codului.
|
||||
|
||||
## 🎒 Alte cursuri
|
||||
|
||||
Echipa noastră produce și alte cursuri! Verificați:
|
||||
Echipa noastră produce și alte cursuri! Vezi:
|
||||
|
||||
<!-- CO-OP TRANSLATOR OTHER COURSES START -->
|
||||
### LangChain
|
||||
[](https://aka.ms/langchain4j-for-beginners)
|
||||
[](https://aka.ms/langchainjs-for-beginners?WT.mc_id=m365-94501-dwahlin)
|
||||
[](https://github.com/microsoft/langchain-for-beginners?WT.mc_id=m365-94501-dwahlin)
|
||||
[](https://aka.ms/langchain4j-for-beginners)
|
||||
[](https://aka.ms/langchainjs-for-beginners?WT.mc_id=m365-94501-dwahlin)
|
||||
[](https://github.com/microsoft/langchain-for-beginners?WT.mc_id=m365-94501-dwahlin)
|
||||
---
|
||||
|
||||
### Azure / Edge / MCP / Agenti
|
||||
[](https://github.com/microsoft/AZD-for-beginners?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://github.com/microsoft/edgeai-for-beginners?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://github.com/microsoft/mcp-for-beginners?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst)
|
||||
### Azure / Edge / MCP / Agenți
|
||||
[](https://github.com/microsoft/AZD-for-beginners?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://github.com/microsoft/edgeai-for-beginners?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://github.com/microsoft/mcp-for-beginners?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst)
|
||||
|
||||
---
|
||||
|
||||
### Seria Generative AI
|
||||
[](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst)
|
||||
[-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst)
|
||||
[-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst)
|
||||
[-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https://github.com/microsoft/generative-ai-with-javascript?WT.mc_id=academic-105485-koreyst)
|
||||
### Seria AI Generativ
|
||||
[](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst)
|
||||
[-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst)
|
||||
[-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst)
|
||||
[-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https://github.com/microsoft/generative-ai-with-javascript?WT.mc_id=academic-105485-koreyst)
|
||||
|
||||
---
|
||||
|
||||
### Învățare de bază
|
||||
[](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung)
|
||||
[](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung)
|
||||
[](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst)
|
||||
|
||||
---
|
||||
|
||||
### Seria Copilot
|
||||
[](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst)
|
||||
<!-- CO-OP TRANSLATOR OTHER COURSES END -->
|
||||
|
||||
## Obținerea Ajutorului
|
||||
## Obținerea de ajutor
|
||||
|
||||
Dacă întâmpini dificultăți sau ai întrebări despre construirea aplicațiilor AI. Alătură-te altor cursanți și dezvoltatori experimentați în discuții despre MCP. Este o comunitate suportivă unde întrebările sunt binevenite și cunoștințele sunt împărtășite liber.
|
||||
Dacă întâmpini dificultăți sau ai întrebări despre construirea aplicațiilor AI. Alătură-te altor cursanți și dezvoltatori experimentați în discuții despre MCP. Este o comunitate de susținere în care întrebările sunt binevenite și cunoștințele sunt împărtășite liber.
|
||||
|
||||
[](https://discord.gg/nTYy5BXMWG)
|
||||
|
||||
Dacă ai feedback despre produs sau erori în timpul construirii, vizitează:
|
||||
Dacă ai feedback despre produs sau erori în timpul dezvoltării, vizitează:
|
||||
|
||||
[](https://aka.ms/foundry/forum)
|
||||
|
||||
---
|
||||
|
||||
<!-- CO-OP TRANSLATOR DISCLAIMER START -->
|
||||
**Declinarea responsabilității**:
|
||||
Acest document a fost tradus folosind serviciul de traducere AI [Co-op Translator](https://github.com/Azure/co-op-translator). Deși depunem eforturi pentru acuratețe, vă rugăm să rețineți că traducerile automate pot conține erori sau inexactități. Documentul original în limba sa nativă trebuie considerat sursa autoritară. Pentru informații critice, se recomandă traducerea profesională realizată de un specialist uman. Nu ne asumăm responsabilitatea pentru eventuale neînțelegeri sau interpretări greșite rezultate din utilizarea acestei traduceri.
|
||||
**Declinarea răspunderii**:
|
||||
Acest document a fost tradus folosind serviciul de traducere AI [Co-op Translator](https://github.com/Azure/co-op-translator). Deși ne străduim pentru acuratețe, vă rugăm să rețineți că traducerile automate pot conține erori sau inexactități. Documentul original în limba sa nativă trebuie considerat sursa autoritară. Pentru informații critice, se recomandă traducerea profesională umană. Nu ne asumăm răspunderea pentru eventualele neînțelegeri sau interpretări greșite ce pot rezulta din utilizarea acestei traduceri.
|
||||
<!-- CO-OP TRANSLATOR DISCLAIMER END -->
|
||||
@ -204,8 +204,8 @@
|
||||
"language_code": "sk"
|
||||
},
|
||||
"README.md": {
|
||||
"original_hash": "005f81b2e4c9bd6ce70bcd9ba0a82a97",
|
||||
"translation_date": "2026-02-16T13:21:31+00:00",
|
||||
"original_hash": "a94bcfe8d85c9fd652ba96292f8765e5",
|
||||
"translation_date": "2026-04-06T18:47:36+00:00",
|
||||
"source_file": "README.md",
|
||||
"language_code": "sk"
|
||||
},
|
||||
|
||||
@ -1,15 +1,15 @@
|
||||
|
||||
|
||||
### 21 lekcií, ktoré vás naučia všetko, čo potrebujete vedieť na začatie tvorby aplikácií Generatívnej AI
|
||||
### 21 lekcií, ktoré vás naučia všetko, čo potrebujete vedieť na začatie vytvárania aplikácií Generatívnej AI
|
||||
|
||||
[](https://github.com/microsoft/Generative-AI-For-Beginners/blob/master/LICENSE?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://GitHub.com/microsoft/Generative-AI-For-Beginners/graphs/contributors/?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://GitHub.com/microsoft/Generative-AI-For-Beginners/issues/?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://GitHub.com/microsoft/Generative-AI-For-Beginners/issues/?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://GitHub.com/microsoft/Generative-AI-For-Beginners/pulls/?WT.mc_id=academic-105485-koreyst)
|
||||
[](http://makeapullrequest.com?WT.mc_id=academic-105485-koreyst)
|
||||
|
||||
[](https://GitHub.com/microsoft/Generative-AI-For-Beginners/watchers/?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://GitHub.com/microsoft/Generative-AI-For-Beginners/network/?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://GitHub.com/microsoft/Generative-AI-For-Beginners/network/?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://GitHub.com/microsoft/Generative-AI-For-Beginners/stargazers/?WT.mc_id=academic-105485-koreyst)
|
||||
|
||||
[](https://discord.gg/nTYy5BXMWG)
|
||||
@ -19,11 +19,11 @@
|
||||
#### Podporované cez GitHub Action (automatizované a vždy aktuálne)
|
||||
|
||||
<!-- CO-OP TRANSLATOR LANGUAGES TABLE START -->
|
||||
[Arabčina](../ar/README.md) | [Bengálčina](../bn/README.md) | [Bulharčina](../bg/README.md) | [Barmčina (Myanmar)](../my/README.md) | [Čínština (zjednodušená)](../zh-CN/README.md) | [Čínština (tradičná, Hongkong)](../zh-HK/README.md) | [Čínština (tradičná, Macao)](../zh-MO/README.md) | [Čínština (tradičná, Taiwan)](../zh-TW/README.md) | [Chorvátčina](../hr/README.md) | [Čeština](../cs/README.md) | [Dánčina](../da/README.md) | [Holandčina](../nl/README.md) | [Estónčina](../et/README.md) | [Fínčina](../fi/README.md) | [Francúzština](../fr/README.md) | [Nemčina](../de/README.md) | [Gréčtina](../el/README.md) | [Hebrejčina](../he/README.md) | [Hindi](../hi/README.md) | [Maďarčina](../hu/README.md) | [Indonézština](../id/README.md) | [Taliančina](../it/README.md) | [Japončina](../ja/README.md) | [Kannadčina](../kn/README.md) | [Kórejčina](../ko/README.md) | [Litovčina](../lt/README.md) | [Malajčina](../ms/README.md) | [Malajálamčina](../ml/README.md) | [Maráthčina](../mr/README.md) | [Nepálčina](../ne/README.md) | [Nigérijská pidžinčina](../pcm/README.md) | [Norwegian](../no/README.md) | [Perzština (Farsi)](../fa/README.md) | [Poľština](../pl/README.md) | [Portugalčina (Brazília)](../pt-BR/README.md) | [Portugalčina (Portugalsko)](../pt-PT/README.md) | [Pandžábčina (Gurmukhi)](../pa/README.md) | [Rumunčina](../ro/README.md) | [Ruština](../ru/README.md) | [Srbčina (cyrilika)](../sr/README.md) | [Slovenčina](./README.md) | [Slovinčina](../sl/README.md) | [Španielčina](../es/README.md) | [Swahilčina](../sw/README.md) | [Švédčina](../sv/README.md) | [Tagalog (Filipínčina)](../tl/README.md) | [Tamilčina](../ta/README.md) | [Telugu](../te/README.md) | [Thajčina](../th/README.md) | [Turečtina](../tr/README.md) | [Ukrajinčina](../uk/README.md) | [Urdu](../ur/README.md) | [Vietnamčina](../vi/README.md)
|
||||
[Arabčina](../ar/README.md) | [Bengálčina](../bn/README.md) | [Bulharčina](../bg/README.md) | [Barmčina (Myanmar)](../my/README.md) | [Čínština (zjednodušená)](../zh-CN/README.md) | [Čínština (tradičná, Hong Kong)](../zh-HK/README.md) | [Čínština (tradičná, Macau)](../zh-MO/README.md) | [Čínština (tradičná, Taiwan)](../zh-TW/README.md) | [Chorvátčina](../hr/README.md) | [Čeština](../cs/README.md) | [Dánčina](../da/README.md) | [Holandčina](../nl/README.md) | [Estónčina](../et/README.md) | [Fínčina](../fi/README.md) | [Francúzština](../fr/README.md) | [Nemčina](../de/README.md) | [Gréčtina](../el/README.md) | [Hebrejčina](../he/README.md) | [Hindi](../hi/README.md) | [Maďarčina](../hu/README.md) | [Indonézština](../id/README.md) | [Taliančina](../it/README.md) | [Japončina](../ja/README.md) | [Kannadčina](../kn/README.md) | [Khmer](../km/README.md) | [Kórejčina](../ko/README.md) | [Litevčina](../lt/README.md) | [Malajčina](../ms/README.md) | [Malayálamčina](../ml/README.md) | [Maráthčina](../mr/README.md) | [Nepálčina](../ne/README.md) | [Nigérijská pidginčina](../pcm/README.md) | [Nórčina](../no/README.md) | [Perzština (Farsi)](../fa/README.md) | [Poľština](../pl/README.md) | [Portugalčina (Brazília)](../pt-BR/README.md) | [Portugalčina (Portugalsko)](../pt-PT/README.md) | [Pandžábčina (Gurmukhi)](../pa/README.md) | [Rumunčina](../ro/README.md) | [Ruština](../ru/README.md) | [Srbčina (cyrilika)](../sr/README.md) | [Slovenčina](./README.md) | [Slovinčina](../sl/README.md) | [Španielčina](../es/README.md) | [Swahili](../sw/README.md) | [Švédčina](../sv/README.md) | [Tagalog (filipínčina)](../tl/README.md) | [Tamilčina](../ta/README.md) | [Telugčina](../te/README.md) | [Thajčina](../th/README.md) | [Turečtina](../tr/README.md) | [Ukrajinčina](../uk/README.md) | [Urdu](../ur/README.md) | [Vietnamčina](../vi/README.md)
|
||||
|
||||
> **Uprednostňujete klonovanie lokálne?**
|
||||
> **Preferujete klonovať lokálne?**
|
||||
>
|
||||
> Tento repozitár obsahuje 50+ jazykových prekladov, čo výrazne zväčšuje veľkosť sťahovania. Pre klonovanie bez prekladov použite sparse checkout:
|
||||
> Tento repozitár zahŕňa vyše 50 jazykových prekladov, čo výrazne zväčšuje veľkosť sťahovania. Ak chcete klonovať bez prekladov, použite sparse checkout:
|
||||
>
|
||||
> **Bash / macOS / Linux:**
|
||||
> ```bash
|
||||
@ -39,97 +39,97 @@
|
||||
> git sparse-checkout set --no-cone "/*" "!translations" "!translated_images"
|
||||
> ```
|
||||
>
|
||||
> Toto vám poskytne všetko, čo potrebujete na dokončenie kurzu s oveľa rýchlejším stiahnutím.
|
||||
> Takto získate všetko, čo potrebujete na dokončenie kurzu s oveľa rýchlejším sťahovaním.
|
||||
<!-- CO-OP TRANSLATOR LANGUAGES TABLE END -->
|
||||
|
||||
# Generatívna AI pre začiatočníkov (verzia 3) - Kurz
|
||||
# Generatívna AI pre začiatočníkov (verzia 3) - kurz
|
||||
|
||||
Naučte sa základy tvorby aplikácií Generatívnej AI s naším komplexným kurzom pozostávajúcim z 21 lekcií od Microsoft Cloud Advocates.
|
||||
Naučte sa základy tvorby aplikácií Generatívnej AI s naším komplexným 21-lekčným kurzom od Microsoft Cloud Advocates.
|
||||
|
||||
## 🌱 Začíname
|
||||
|
||||
Tento kurz obsahuje 21 lekcií. Každá lekcia pokrýva vlastnú tému, takže začnite kdekoľvek chcete!
|
||||
Tento kurz obsahuje 21 lekcií. Každá lekcia pokrýva samostatnú tému, takže začnite kdekoľvek chcete!
|
||||
|
||||
Lekcie sú označené buď ako "Learn" — lekcie vysvetľujúce koncept Generatívnej AI, alebo "Build" — lekcie, ktoré vysvetľujú koncept a príklady kódu v **Pythone** a **TypeScripte**, ak je to možné.
|
||||
Lekcie sú označené ako "Learn" lekcie vysvetľujúce koncept Generatívnej AI alebo "Build" lekcie, ktoré vysvetľujú koncept a ukážky kódu v **Python** a **TypeScript**, ak je to možné.
|
||||
|
||||
Pre .NET vývojárov odporúčame [Generatívnu AI pre začiatočníkov (.NET edícia)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst)!
|
||||
Pre .NET vývojárov sa pozrite na [Generatívnu AI pre začiatočníkov (.NET edícia)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst)!
|
||||
|
||||
Každá lekcia tiež obsahuje sekciu "Keep Learning" s ďalšími vzdelávacími nástrojmi.
|
||||
Každá lekcia obsahuje aj sekciu "Keep Learning" s ďalšími vzdelávacími nástrojmi.
|
||||
|
||||
## Čo potrebujete
|
||||
### Na spustenie kódu tohto kurzu môžete použiť:
|
||||
### Na spustenie kódu z tohto kurzu môžete použiť:
|
||||
- [Azure OpenAI Service](https://aka.ms/genai-beginners/azure-open-ai?WT.mc_id=academic-105485-koreyst) - **Lekcie:** "aoai-assignment"
|
||||
- [GitHub Marketplace Model Catalog](https://aka.ms/genai-beginners/gh-models?WT.mc_id=academic-105485-koreyst) - **Lekcie:** "githubmodels"
|
||||
- [OpenAI API](https://aka.ms/genai-beginners/open-ai?WT.mc_id=academic-105485-koreyst) - **Lekcie:** "oai-assignment"
|
||||
|
||||
- Základné znalosti Pythonu alebo TypeScriptu sú užitočné - \*Pre úplných začiatočníkov skúste tieto [Python](https://aka.ms/genai-beginners/python?WT.mc_id=academic-105485-koreyst) a [TypeScript](https://aka.ms/genai-beginners/typescript?WT.mc_id=academic-105485-koreyst) kurzy
|
||||
- GitHub účet na [forknutie celého tohto repozitára](https://aka.ms/genai-beginners/github?WT.mc_id=academic-105485-koreyst) do vášho vlastného GitHub účtu
|
||||
- Základné znalosti Pythonu alebo TypeScriptu sú užitočné - \*Pre úplných začiatočníkov si pozrite tieto [Python](https://aka.ms/genai-beginners/python?WT.mc_id=academic-105485-koreyst) a [TypeScript](https://aka.ms/genai-beginners/typescript?WT.mc_id=academic-105485-koreyst) kurzy
|
||||
- Účet na GitHube na [forknutie tohto celého repozitára](https://aka.ms/genai-beginners/github?WT.mc_id=academic-105485-koreyst) do vlastného GitHub účtu
|
||||
|
||||
Vytvorili sme lekciu **[Nastavenie kurzu](./00-course-setup/README.md?WT.mc_id=academic-105485-koreyst)**, ktorá vám pomôže s nastavením vývojového prostredia.
|
||||
Vytvorili sme lekciu **[Course Setup](./00-course-setup/README.md?WT.mc_id=academic-105485-koreyst)**, ktorá vám pomôže s nastavením vývojového prostredia.
|
||||
|
||||
Nezabudnite [označiť tento repozitár hviezdičkou (🌟)](https://docs.github.com/en/get-started/exploring-projects-on-github/saving-repositories-with-stars?WT.mc_id=academic-105485-koreyst), aby ste ho neskôr ľahšie našli.
|
||||
Nezabudnite tento repozitár [označiť hviezdičkou (🌟)](https://docs.github.com/en/get-started/exploring-projects-on-github/saving-repositories-with-stars?WT.mc_id=academic-105485-koreyst), aby ste ho neskôr ľahšie našli.
|
||||
|
||||
## 🧠 Pripravení nasadiť?
|
||||
## 🧠 Pripravení na nasadenie?
|
||||
|
||||
Ak hľadáte pokročilejšie príklady kódu, pozrite si našu [kolekciu príkladov kódu Generatívnej AI](https://aka.ms/genai-beg-code?WT.mc_id=academic-105485-koreyst) v **Pythone** a **TypeScripte**.
|
||||
Ak hľadáte pokročilejšie ukážky kódu, pozrite si našu [kolekciu ukážok kódu Generatívnej AI](https://aka.ms/genai-beg-code?WT.mc_id=academic-105485-koreyst) v **Pythone** aj **TypeScripte**.
|
||||
|
||||
## 🗣️ Spoznajte ostatných študentov, získajte podporu
|
||||
## 🗣️ Spojte sa s ostatnými študentmi, získajte podporu
|
||||
|
||||
Pridajte sa na náš [oficiálny Discord Azure AI Foundry](https://aka.ms/genai-discord?WT.mc_id=academic-105485-koreyst), kde sa môžete stretnúť a spojiť s ostatnými študentmi tohto kurzu a získať podporu.
|
||||
Pridajte sa na náš [oficiálny Azure AI Foundry Discord server](https://aka.ms/genai-discord?WT.mc_id=academic-105485-koreyst), kde môžete spoznať a spojiť sa s ďalšími študentmi tohto kurzu a získať podporu.
|
||||
|
||||
Pýtajte sa otázky alebo zdieľajte spätnú väzbu o produkte v našom [Azure AI Foundry Developer fóre](https://aka.ms/azureaifoundry/forum) na GitHube.
|
||||
Pokladajte otázky alebo zdieľajte spätnú väzbu k produktu v našom [Azure AI Foundry Developer fóre](https://aka.ms/azureaifoundry/forum) na GitHube.
|
||||
|
||||
## 🚀 Budujete startup?
|
||||
|
||||
Navštívte [Microsoft for Startups](https://www.microsoft.com/startups) a zistite, ako začať používaním Azure kreditov už dnes.
|
||||
Navštívte [Microsoft for Startups](https://www.microsoft.com/startups), aby ste zistili, ako začať vytvárať s Azure kreditmi ešte dnes.
|
||||
|
||||
## 🙏 Chcete pomôcť?
|
||||
|
||||
Máte návrhy alebo ste našli pravopisné či programátorské chyby? [Nahláste problém](https://github.com/microsoft/generative-ai-for-beginners/issues?WT.mc_id=academic-105485-koreyst) alebo [vytvorte pull request](https://github.com/microsoft/generative-ai-for-beginners/pulls?WT.mc_id=academic-105485-koreyst)
|
||||
Máte návrhy alebo ste našli chyby v pravopise či kóde? [Otvorte issue](https://github.com/microsoft/generative-ai-for-beginners/issues?WT.mc_id=academic-105485-koreyst) alebo [vytvorte pull request](https://github.com/microsoft/generative-ai-for-beginners/pulls?WT.mc_id=academic-105485-koreyst)
|
||||
|
||||
## 📂 Každá lekcia obsahuje:
|
||||
|
||||
- Krátke video s úvodom do témy
|
||||
- Písomnú lekciu umiestnenú v README
|
||||
- Príklady kódu v Pythone a TypeScripte podporujúce Azure OpenAI a OpenAI API
|
||||
- Odkazy na doplnkové zdroje na pokračovanie vo vzdelávaní
|
||||
- Písanú lekciu uloženú v README
|
||||
- Ukážky kódov v Pythone a TypeScripte s podporou Azure OpenAI a OpenAI API
|
||||
- Odkazy na ďalšie zdroje pre pokračovanie vo vzdelávaní
|
||||
|
||||
## 🗃️ Lekcie
|
||||
|
||||
| # | **Odkaz na lekciu** | **Popis** | **Video** | **Doplnkové učenie** |
|
||||
| --- | -------------------------------------------------------------------------------------------------------------------------------------------- | --------------------------------------------------------------------------------------------- | --------------------------------------------------------------------------- | ------------------------------------------------------------------------------ |
|
||||
| 00 | [Nastavenie kurzu](./00-course-setup/README.md?WT.mc_id=academic-105485-koreyst) | **Naučte sa:** Ako nastaviť svoje vývojové prostredie | Video čoskoro | [Viac informácií](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 01 | [Úvod do Generatívnej AI a veľkých jazykových modelov (LLMs)](./01-introduction-to-genai/README.md?WT.mc_id=academic-105485-koreyst) | **Naučte sa:** Pochopenie čo je Generatívna AI a ako fungujú veľké jazykové modely (LLMs). | [Video](https://aka.ms/gen-ai-lesson-1-gh?WT.mc_id=academic-105485-koreyst) | [Viac informácií](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 02 | [Preskúmanie a porovnanie rôznych veľkých jazykových modelov (LLMs)](./02-exploring-and-comparing-different-llms/README.md?WT.mc_id=academic-105485-koreyst) | **Naučte sa:** Ako vybrať správny model pre váš prípad použitia | [Video](https://aka.ms/gen-ai-lesson2-gh?WT.mc_id=academic-105485-koreyst) | [Viac informácií](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 03 | [Používanie Generatívnej AI zodpovedne](./03-using-generative-ai-responsibly/README.md?WT.mc_id=academic-105485-koreyst) | **Naučte sa:** Ako zodpovedne tvoriť aplikácie generatívnej AI | [Video](https://aka.ms/gen-ai-lesson3-gh?WT.mc_id=academic-105485-koreyst) | [Viac informácií](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 04 | [Pochopenie základov prompt engineering](./04-prompt-engineering-fundamentals/README.md?WT.mc_id=academic-105485-koreyst) | **Naučte sa:** Praktické osvedčené postupy v prompt engineeringu | [Video](https://aka.ms/gen-ai-lesson4-gh?WT.mc_id=academic-105485-koreyst) | [Viac informácií](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 05 | [Tvorba pokročilých promptov](./05-advanced-prompts/README.md?WT.mc_id=academic-105485-koreyst) | **Naučte sa:** Ako aplikovať techniky prompt engineeringu, ktoré zlepšujú výsledky vašich promptov | [Video](https://aka.ms/gen-ai-lesson5-gh?WT.mc_id=academic-105485-koreyst) | [Viac informácií](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 06 | [Tvorba aplikácií na generovanie textu](./06-text-generation-apps/README.md?WT.mc_id=academic-105485-koreyst) | **Vytvorte:** Aplikáciu na generovanie textu pomocou Azure OpenAI / OpenAI API | [Video](https://aka.ms/gen-ai-lesson6-gh?WT.mc_id=academic-105485-koreyst) | [Viac informácií](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 07 | [Tvorba chatovacích aplikácií](./07-building-chat-applications/README.md?WT.mc_id=academic-105485-koreyst) | **Vytvorte:** Techniky na efektívne budovanie a integráciu chatovacích aplikácií | [Video](https://aka.ms/gen-ai-lessons7-gh?WT.mc_id=academic-105485-koreyst) | [Viac informácií](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 08 | [Tvorba vyhľadávacích aplikácií s vektorovými databázami](./08-building-search-applications/README.md?WT.mc_id=academic-105485-koreyst) | **Vytvorte:** Vyhľadávaciu aplikáciu využívajúcu Embeddings na vyhľadávanie dát | [Video](https://aka.ms/gen-ai-lesson8-gh?WT.mc_id=academic-105485-koreyst) | [Viac informácií](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 09 | [Tvorba aplikácií na generovanie obrázkov](./09-building-image-applications/README.md?WT.mc_id=academic-105485-koreyst) | **Vytvorte:** Aplikáciu na generovanie obrázkov | [Video](https://aka.ms/gen-ai-lesson9-gh?WT.mc_id=academic-105485-koreyst) | [Viac informácií](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 10 | [Tvorba AI aplikácií s nízkym kódom](./10-building-low-code-ai-applications/README.md?WT.mc_id=academic-105485-koreyst) | **Vytvorte:** Generatívnu AI aplikáciu pomocou nástrojov Low Code | [Video](https://aka.ms/gen-ai-lesson10-gh?WT.mc_id=academic-105485-koreyst) | [Viac informácií](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 11 | [Integrácia externých aplikácií s volaním funkcií](./11-integrating-with-function-calling/README.md?WT.mc_id=academic-105485-koreyst) | **Vytvorte:** Čo je volanie funkcií a jeho použitie v aplikáciách | [Video](https://aka.ms/gen-ai-lesson11-gh?WT.mc_id=academic-105485-koreyst) | [Viac informácií](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 12 | [Návrh UX pre AI aplikácie](./12-designing-ux-for-ai-applications/README.md?WT.mc_id=academic-105485-koreyst) | **Naučte sa:** Ako aplikovať princípy UX dizajnu pri vývoji generatívnych AI aplikácií | [Video](https://aka.ms/gen-ai-lesson12-gh?WT.mc_id=academic-105485-koreyst) | [Viac informácií](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 13 | [Zabezpečenie vašich generatívnych AI aplikácií](./13-securing-ai-applications/README.md?WT.mc_id=academic-105485-koreyst) | **Naučte sa:** Hrozby a riziká pre AI systémy a metódy zabezpečenia týchto systémov | [Video](https://aka.ms/gen-ai-lesson13-gh?WT.mc_id=academic-105485-koreyst) | [Viac informácií](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 14 | [Životný cyklus generatívnej AI aplikácie](./14-the-generative-ai-application-lifecycle/README.md?WT.mc_id=academic-105485-koreyst) | **Naučte sa:** Nástroje a metriky na správu životného cyklu LLM a LLMOps | [Video](https://aka.ms/gen-ai-lesson14-gh?WT.mc_id=academic-105485-koreyst) | [Viac informácií](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 15 | [Retrieval Augmented Generation (RAG) a vektorové databázy](./15-rag-and-vector-databases/README.md?WT.mc_id=academic-105485-koreyst) | **Vytvorte:** Aplikáciu využívajúcu rámec RAG na vyhľadávanie embeddings vo vektorových databázach | [Video](https://aka.ms/gen-ai-lesson15-gh?WT.mc_id=academic-105485-koreyst) | [Viac informácií](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 16 | [Open Source modely a Hugging Face](./16-open-source-models/README.md?WT.mc_id=academic-105485-koreyst) | **Vytvorte:** Aplikáciu využívajúcu open source modely dostupné na Hugging Face | [Video](https://aka.ms/gen-ai-lesson16-gh?WT.mc_id=academic-105485-koreyst) | [Viac informácií](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 17 | [AI agenti](./17-ai-agents/README.md?WT.mc_id=academic-105485-koreyst) | **Vytvorte:** Aplikáciu využívajúcu rámec AI agenta | [Video](https://aka.ms/gen-ai-lesson17-gh?WT.mc_id=academic-105485-koreyst) | [Viac informácií](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 18 | [Ladenie LLM](./18-fine-tuning/README.md?WT.mc_id=academic-105485-koreyst) | **Naučte sa:** Čo, prečo a ako doladiť LLM | [Video](https://aka.ms/gen-ai-lesson18-gh?WT.mc_id=academic-105485-koreyst) | [Viac informácií](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 19 | [Tvorba s malými jazykovými modelmi](./19-slm/README.md?WT.mc_id=academic-105485-koreyst) | **Naučte sa:** Výhody tvorby s malými jazykovými modelmi | Video čoskoro | [Viac informácií](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 20 | [Tvorba s Mistral modelmi](./20-mistral/README.md?WT.mc_id=academic-105485-koreyst) | **Naučte sa:** Funkcie a rozdiely modelov rodiny Mistral | Video čoskoro | [Viac informácií](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 21 | [Tvorba s Meta modelmi](./21-meta/README.md?WT.mc_id=academic-105485-koreyst) | **Naučte sa:** Funkcie a rozdiely modelov rodiny Meta | Video čoskoro | [Viac informácií](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| # | **Odkaz na lekciu** | **Popis** | **Video** | **Doplňujúce vzdelávanie** |
|
||||
| --- | ----------------------------------------------------------------------------------------------------------------------------------------------- | ---------------------------------------------------------------------------------------------- | --------------------------------------------------------------------------- | ------------------------------------------------------------------------------ |
|
||||
| 00 | [Nastavenie kurzu](./00-course-setup/README.md?WT.mc_id=academic-105485-koreyst) | **Naučte sa:** Ako nastaviť svoje vývojové prostredie | Video čoskoro | [Viac informácií](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 01 | [Úvod do Generatívnej AI a LLM](./01-introduction-to-genai/README.md?WT.mc_id=academic-105485-koreyst) | **Naučte sa:** Pochopenie, čo je Generatívna AI a ako fungujú veľké jazykové modely (LLM) | [Video](https://aka.ms/gen-ai-lesson-1-gh?WT.mc_id=academic-105485-koreyst) | [Viac informácií](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 02 | [Preskúmanie a porovnanie rôznych LLM](./02-exploring-and-comparing-different-llms/README.md?WT.mc_id=academic-105485-koreyst) | **Naučte sa:** Ako vybrať správny model pre váš prípad použitia | [Video](https://aka.ms/gen-ai-lesson2-gh?WT.mc_id=academic-105485-koreyst) | [Viac informácií](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 03 | [Zodpovedné používanie Generatívnej AI](./03-using-generative-ai-responsibly/README.md?WT.mc_id=academic-105485-koreyst) | **Naučte sa:** Ako zodpovedne vytvárať aplikácie Generatívnej AI | [Video](https://aka.ms/gen-ai-lesson3-gh?WT.mc_id=academic-105485-koreyst) | [Viac informácií](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 04 | [Pochopenie základov prompt inžinierstva](./04-prompt-engineering-fundamentals/README.md?WT.mc_id=academic-105485-koreyst) | **Naučte sa:** Praktické osvedčené postupy v prompt inžinierstve | [Video](https://aka.ms/gen-ai-lesson4-gh?WT.mc_id=academic-105485-koreyst) | [Viac informácií](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 05 | [Vytváranie pokročilých promptov](./05-advanced-prompts/README.md?WT.mc_id=academic-105485-koreyst) | **Naučte sa:** Ako aplikovať techniky prompt inžinierstva, ktoré zlepšujú výsledky vašich promptov. | [Video](https://aka.ms/gen-ai-lesson5-gh?WT.mc_id=academic-105485-koreyst) | [Viac informácií](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 06 | [Budovanie aplikácií na generovanie textu](./06-text-generation-apps/README.md?WT.mc_id=academic-105485-koreyst) | **Postavte:** Aplikáciu na generovanie textu pomocou Azure OpenAI / OpenAI API | [Video](https://aka.ms/gen-ai-lesson6-gh?WT.mc_id=academic-105485-koreyst) | [Viac informácií](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 07 | [Budovanie chatovacích aplikácií](./07-building-chat-applications/README.md?WT.mc_id=academic-105485-koreyst) | **Postavte:** Techniky na efektívne budovanie a integráciu chatovacích aplikácií. | [Video](https://aka.ms/gen-ai-lessons7-gh?WT.mc_id=academic-105485-koreyst) | [Viac informácií](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 08 | [Budovanie vyhľadávacích aplikácií so vektorovými databázami](./08-building-search-applications/README.md?WT.mc_id=academic-105485-koreyst) | **Postavte:** Vyhľadávaciu aplikáciu, ktorá využíva embeddings na vyhľadávanie dát. | [Video](https://aka.ms/gen-ai-lesson8-gh?WT.mc_id=academic-105485-koreyst) | [Viac informácií](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 09 | [Budovanie aplikácií na generovanie obrázkov](./09-building-image-applications/README.md?WT.mc_id=academic-105485-koreyst) | **Postavte:** Aplikáciu na generovanie obrázkov | [Video](https://aka.ms/gen-ai-lesson9-gh?WT.mc_id=academic-105485-koreyst) | [Viac informácií](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 10 | [Budovanie AI aplikácií s nízkym kódom](./10-building-low-code-ai-applications/README.md?WT.mc_id=academic-105485-koreyst) | **Postavte:** Generatívnu AI aplikáciu pomocou nástrojov s nízkym kódom | [Video](https://aka.ms/gen-ai-lesson10-gh?WT.mc_id=academic-105485-koreyst) | [Viac informácií](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 11 | [Integrácia externých aplikácií s funkcionalitou volania funkcií](./11-integrating-with-function-calling/README.md?WT.mc_id=academic-105485-koreyst) | **Postavte:** Čo je volanie funkcií a jeho použitia v aplikáciách | [Video](https://aka.ms/gen-ai-lesson11-gh?WT.mc_id=academic-105485-koreyst) | [Viac informácií](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 12 | [Navrhovanie UX pre AI aplikácie](./12-designing-ux-for-ai-applications/README.md?WT.mc_id=academic-105485-koreyst) | **Naučte sa:** Ako aplikovať princípy UX dizajnu pri vývoji Generatívnych AI aplikácií | [Video](https://aka.ms/gen-ai-lesson12-gh?WT.mc_id=academic-105485-koreyst) | [Viac informácií](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 13 | [Zabezpečenie vašich Generatívnych AI aplikácií](./13-securing-ai-applications/README.md?WT.mc_id=academic-105485-koreyst) | **Naučte sa:** Hrozby a riziká pre AI systémy a spôsoby ich zabezpečenia. | [Video](https://aka.ms/gen-ai-lesson13-gh?WT.mc_id=academic-105485-koreyst) | [Viac informácií](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 14 | [Životný cyklus Generatívnej AI aplikácie](./14-the-generative-ai-application-lifecycle/README.md?WT.mc_id=academic-105485-koreyst) | **Naučte sa:** Nástroje a metriky na riadenie životného cyklu LLM a LLMOps | [Video](https://aka.ms/gen-ai-lesson14-gh?WT.mc_id=academic-105485-koreyst) | [Viac informácií](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 15 | [Retrieval Augmented Generation (RAG) a vektorové databázy](./15-rag-and-vector-databases/README.md?WT.mc_id=academic-105485-koreyst) | **Postavte:** Aplikáciu využívajúcu RAG rámec na získavanie embeddings z vektorových databáz | [Video](https://aka.ms/gen-ai-lesson15-gh?WT.mc_id=academic-105485-koreyst) | [Viac informácií](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 16 | [Open Source modely a Hugging Face](./16-open-source-models/README.md?WT.mc_id=academic-105485-koreyst) | **Postavte:** Aplikáciu využívajúcu open source modely dostupné na Hugging Face | [Video](https://aka.ms/gen-ai-lesson16-gh?WT.mc_id=academic-105485-koreyst) | [Viac informácií](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 17 | [AI agenti](./17-ai-agents/README.md?WT.mc_id=academic-105485-koreyst) | **Postavte:** Aplikáciu využívajúcu rámec AI agenta | [Video](https://aka.ms/gen-ai-lesson17-gh?WT.mc_id=academic-105485-koreyst) | [Viac informácií](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 18 | [Ladenie LLM](./18-fine-tuning/README.md?WT.mc_id=academic-105485-koreyst) | **Naučte sa:** Čo, prečo a ako vykonávať ladenie LLM | [Video](https://aka.ms/gen-ai-lesson18-gh?WT.mc_id=academic-105485-koreyst) | [Viac informácií](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 19 | [Budovanie so SLM](./19-slm/README.md?WT.mc_id=academic-105485-koreyst) | **Naučte sa:** Výhody budovania so Small Language Models | Video Coming Soon | [Viac informácií](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 20 | [Budovanie s Mistral modelmi](./20-mistral/README.md?WT.mc_id=academic-105485-koreyst) | **Naučte sa:** Vlastnosti a rozdiely modelov rodiny Mistral | Video Coming Soon | [Viac informácií](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
| 21 | [Budovanie s Meta modelmi](./21-meta/README.md?WT.mc_id=academic-105485-koreyst) | **Naučte sa:** Vlastnosti a rozdiely modelov rodiny Meta | Video Coming Soon | [Viac informácií](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
|
||||
|
||||
### 🌟 Špeciálne poďakovanie
|
||||
|
||||
Špeciálne poďakovanie patrí [**Johnovi Azizovi**](https://www.linkedin.com/in/john0isaac/) za vytvorenie všetkých GitHub Actions a workflowov
|
||||
|
||||
[**Bernhardovi Merkleovi**](https://www.linkedin.com/in/bernhard-merkle-738b73/) za kľúčové príspevky ku každej lekcii, ktoré zlepšili skúsenosť študentov a kvalitu kódu.
|
||||
[**Bernhardovi Merkleovi**](https://www.linkedin.com/in/bernhard-merkle-738b73/) za jeho kľúčový príspevok ku každej lekcii, ktorý zlepšil zážitok študentov a kvalitu kódu.
|
||||
|
||||
## 🎒 Ďalšie kurzy
|
||||
## 🎒 Iné kurzy
|
||||
|
||||
Náš tím pripravuje aj ďalšie kurzy! Pozrite si:
|
||||
Náš tím vytvára aj iné kurzy! Pozrite si:
|
||||
|
||||
<!-- CO-OP TRANSLATOR OTHER COURSES START -->
|
||||
### LangChain
|
||||
@ -145,20 +145,20 @@ Náš tím pripravuje aj ďalšie kurzy! Pozrite si:
|
||||
[](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst)
|
||||
|
||||
---
|
||||
|
||||
### Generatívne AI série
|
||||
[](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst)
|
||||
[-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst)
|
||||
[-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst)
|
||||
|
||||
### Séria Generatívnej AI
|
||||
[](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst)
|
||||
[-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst)
|
||||
[-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst)
|
||||
[-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https://github.com/microsoft/generative-ai-with-javascript?WT.mc_id=academic-105485-koreyst)
|
||||
|
||||
---
|
||||
|
||||
### Hlavné učenie
|
||||
[](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst)
|
||||
### Základné učenie
|
||||
[](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung)
|
||||
[](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung)
|
||||
[](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst)
|
||||
@ -166,24 +166,24 @@ Náš tím pripravuje aj ďalšie kurzy! Pozrite si:
|
||||
---
|
||||
|
||||
### Séria Copilot
|
||||
[](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst)
|
||||
[](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst)
|
||||
<!-- CO-OP TRANSLATOR OTHER COURSES END -->
|
||||
|
||||
## Získanie pomoci
|
||||
|
||||
Ak sa zaseknete alebo máte akékoľvek otázky ohľadom tvorby AI aplikácií, pripojte sa k ostatným študentom a skúseným vývojárom v diskusiách o MCP. Je to podporujúca komunita, kde sú otázky vítané a znalosti sa zdieľajú slobodne.
|
||||
Ak sa zaseknete alebo máte akékoľvek otázky o tvorbe AI aplikácií. Pridajte sa k ďalším študentom a skúseným vývojárom v diskusiách o MCP. Je to podporná komunita, kde sú otázky vítané a vedomosti sa slobodne zdieľajú.
|
||||
|
||||
[](https://discord.gg/nTYy5BXMWG)
|
||||
|
||||
Ak máte pripomienky k produktu alebo chyby počas vývoja, navštívte:
|
||||
Ak máte spätnú väzbu k produktu alebo chyby počas vývoja, navštívte:
|
||||
|
||||
[](https://aka.ms/foundry/forum)
|
||||
|
||||
---
|
||||
|
||||
<!-- CO-OP TRANSLATOR DISCLAIMER START -->
|
||||
**Vyhlásenie o zodpovednosti**:
|
||||
Tento dokument bol preložený pomocou AI prekladateľskej služby [Co-op Translator](https://github.com/Azure/co-op-translator). Hoci sa snažíme o presnosť, majte prosím na pamäti, že automatizované preklady môžu obsahovať chyby alebo nepresnosti. Pôvodný dokument v jeho pôvodnom jazyku by mal byť považovaný za autoritatívny zdroj. Pre dôležité informácie sa odporúča profesionálny ľudský preklad. Nie sme zodpovední za akékoľvek nedorozumenia alebo nesprávne výklady vyplývajúce z použitia tohto prekladu.
|
||||
**Zrieknutie sa zodpovednosti**:
|
||||
Tento dokument bol preložený pomocou AI prekladateľskej služby [Co-op Translator](https://github.com/Azure/co-op-translator). Aj keď sa snažíme o presnosť, berte prosím na vedomie, že automatické preklady môžu obsahovať chyby alebo nepresnosti. Originálny dokument v jeho pôvodnom jazyku by mal byť považovaný za autoritatívny zdroj. Pre kritické informácie sa odporúča profesionálny ľudský preklad. Za akékoľvek nedorozumenia alebo nesprávne interpretácie vyplývajúce z použitia tohto prekladu nenesieme zodpovednosť.
|
||||
<!-- CO-OP TRANSLATOR DISCLAIMER END -->
|
||||
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Reference in New Issue
Block a user