Practical Retrieval Augmented Generation (RAG)

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Practical Retrieval Augmented Generation (RAG)

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种子哈希：81235dffd3ae6c1d161a4d586c6c4a285d4ad4d7
文件大小： 1.35G
已经下载：2998次
下载速度：极快
收录时间：2024-11-15
最近下载：2025-05-29

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文件列表

  • Lesson 6 Expanding and Applying RAG Systems/002. 6.1 Fine-Tuning Open-Source Embedders with Synthetic Data.mp4 159.7 MB
  • Lesson 2 Building the Foundations/003. 2.2 Implementing a Simple IndexerRetriever.mp4 143.9 MB
  • Lesson 6 Expanding and Applying RAG Systems/005. 6.4 Developing a GraphRAG System.mp4 134.4 MB
  • Lesson 4 Developing a RAG System/003. 4.2 Testing Different LLMs for Retrieval and Generation.mp4 130.5 MB
  • Lesson 3 Advanced Prompt Engineering Techniques/004. 3.3 Designing RAG Prompts for Consistency.mp4 114.3 MB
  • Lesson 1 Introduction to Retrieval-Augmented Generation/004. 1.3 Key Components Retrievers and Generators.mp4 84.9 MB
  • Lesson 4 Developing a RAG System/002. 4.1 Building a RAG Chatbot with GPT-4.mp4 81.7 MB
  • Lesson 5 Evaluation and Testing of RAG Systems/004. 5.3 Assessing Generative Responses.mp4 81.2 MB
  • Lesson 6 Expanding and Applying RAG Systems/003. 6.2 Extending RAG Systems with Re-ranking.mp4 70.2 MB
  • Lesson 2 Building the Foundations/002. 2.1 Introduction to Semantic Search.mp4 68.3 MB
  • Lesson 3 Advanced Prompt Engineering Techniques/003. 3.2 Few-Shot Learning and Chain-of-Thought Prompting.mp4 63.1 MB
  • Lesson 5 Evaluation and Testing of RAG Systems/002. 5.1 Evaluating the Retriever Part 1.mp4 56.9 MB
  • Lesson 3 Advanced Prompt Engineering Techniques/002. 3.1 Crafting Effective Prompts.mp4 55.8 MB
  • Lesson 1 Introduction to Retrieval-Augmented Generation/003. 1.2 The Family Tree of Large Language Models (LLMs).mp4 53.0 MB
  • Lesson 5 Evaluation and Testing of RAG Systems/003. 5.2 Evaluating the Retriever Part 2.mp4 47.1 MB
  • Lesson 1 Introduction to Retrieval-Augmented Generation/002. 1.1 Overview of RAG Concepts.mp4 30.2 MB
  • Lesson 6 Expanding and Applying RAG Systems/004. 6.3 Graph DB + RAG == GraphRAG.mp4 25.9 MB
  • Introduction/001. Practical Retrieval Augmented Generation (RAG) Introduction.mp4 16.1 MB
  • Summary/001. Practical Retrieval Augmented Generation (RAG) Summary.mp4 9.1 MB
  • Lesson 3 Advanced Prompt Engineering Techniques/001. Topics.mp4 6.2 MB
  • Lesson 4 Developing a RAG System/001. Topics.mp4 5.4 MB
  • Lesson 6 Expanding and Applying RAG Systems/001. Topics.mp4 4.5 MB
  • Lesson 5 Evaluation and Testing of RAG Systems/001. Topics.mp4 3.9 MB
  • Lesson 2 Building the Foundations/001. Topics.mp4 3.6 MB
  • Lesson 1 Introduction to Retrieval-Augmented Generation/001. Topics.mp4 3.1 MB

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