├── .github └── workflows │ └── deploy.yml ├── .gitignore ├── DEPLOYMENT.md ├── LICENSE ├── README.md ├── deploy-github.sh ├── deploy.sh ├── docs ├── CHAPTER-1 │ ├── 1.1 Introduction.md │ ├── 1.2 Classification.md │ ├── 1.3 Advanced Moderaton.md │ ├── 1.4 Elevating Machine Reasoning: Advanced Strategies.md │ ├── 1.5 The Power of Prompt Chaining.md │ ├── 1.6 Building and Evaluating LLM Applications.md │ ├── 1.7 Summary and Reflections.md │ ├── Answers 1.1.md │ ├── Answers 1.2.md │ ├── Answers 1.3.md │ ├── Answers 1.4.md │ ├── Answers 1.5.md │ └── Answers 1.6.md ├── CHAPTER-2 │ ├── 2.1 Introduction.md │ ├── 2.2 LangChain Document Loaders.md │ ├── 2.3 Deep Dive into Text Splitting.md │ ├── 2.4 The Power of Embeddings.md │ ├── 2.5 Semantic Search. Advanced Retrieval Strategies.md │ ├── 2.6 RAG Systems. Techniques for Question Answering.md │ ├── 2.7 Building Chatbots with LangChain.md │ ├── 2.8 Summary and Reflections.md │ ├── Answers 2.2.md │ ├── Answers 2.3.md │ ├── Answers 2.4.md │ ├── Answers 2.5.md │ ├── Answers 2.6.md │ └── Answers 2.7.md ├── CHAPTER-3 │ ├── 3.1 Introduction.md │ ├── 3.2 Mastering LLM Workflows with Kubeflow Pipelines.md │ ├── 3.3 Implementing the AI Quiz Generation Mechanism.md │ ├── 3.4 Summary and Reflections.md │ ├── Answers 3.2.md │ └── Answers 3.3.md ├── en │ ├── CHAPTER-1 │ │ ├── 1.1 Introduction.md │ │ ├── 1.2 Classification.md │ │ ├── 1.3 Advanced Moderation.md │ │ ├── 1.4 Advanced Machine Reasoning.md │ │ ├── 1.5 The Power of Prompt Chaining.md │ │ ├── 1.6 Building and Evaluating LLM Applications.md │ │ ├── 1.7 Takeaways and Reflections.md │ │ ├── Answers 1.1.md │ │ ├── Answers 1.2.md │ │ ├── Answers 1.3.md │ │ ├── Answers 1.4.md │ │ ├── Answers 1.5.md │ │ └── Answers 1.6.md │ ├── CHAPTER-2 │ │ ├── 2.1 Introduction.md │ │ ├── 2.2 LangChain Document Loaders.md │ │ ├── 2.3 Deep Dive into Text Splitting.md │ │ ├── 2.4 The Power of Embeddings.md │ │ ├── 2.5 Semantic Search — Advanced Strategies.md │ │ ├── 2.6 RAG — Techniques for QA.md │ │ ├── 2.7 Chatbots with LangChain.md │ │ ├── 2.8 Takeaways and Reflections.md │ │ ├── Answers 2.2.md │ │ ├── Answers 2.3.md │ │ ├── Answers 2.4.md │ │ ├── Answers 2.5.md │ │ ├── Answers 2.6.md │ │ └── Answers 2.7.md │ ├── CHAPTER-3 │ │ ├── 3.1 Introduction.md │ │ ├── 3.2 Workflow with Kubeflow Pipelines.md │ │ ├── 3.3 AI Quiz Generation Mechanism.md │ │ ├── 3.4 Conclusions and Reflections.md │ │ ├── 3.4 Takeaways and Reflections.md │ │ ├── Answers 3.2.md │ │ └── Answers 3.3.md │ └── index.md ├── index.md └── ru │ ├── CHAPTER-1 │ ├── 1.1 Введение.md │ ├── 1.2 Классификация.md │ ├── 1.3 Advanced Moderaton.md │ ├── 1.4 Продвинутое машинное рассуждение.md │ ├── 1.5 Сила чейнинга промптов.md │ ├── 1.6 Построение и оценка LLM-приложений.md │ ├── 1.7 Итоги и размышления.md │ ├── Ответы 1.1.md │ ├── Ответы 1.2.md │ ├── Ответы 1.3.md │ ├── Ответы 1.4.md │ ├── Ответы 1.5.md │ └── Ответы 1.6.md │ ├── CHAPTER-2 │ ├── 2.1 Введение.md │ ├── 2.2 Загрузчики документов LangChain.md │ ├── 2.3 Углубление в текстовое разбиение.md │ ├── 2.4 Сила эмбеддингов.md │ ├── 2.5 Семантический поиск. 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