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Practical Retrieval Augmented Generation (RAG)

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File Name
Size
Lesson 6 Expanding and Applying RAG Systems/002. 6.1 Fine-Tuning Open-Source Embedders with Synthetic Data.mp4
152 MB
Lesson 1 Introduction to Retrieval-Augmented Generation/001. Topics.mp4
3.0 MB
Lesson 1 Introduction to Retrieval-Augmented Generation/002. 1.1 Overview of RAG Concepts.mp4
29 MB
Lesson 1 Introduction to Retrieval-Augmented Generation/003. 1.2 The Family Tree of Large Language Models (LLMs).mp4
51 MB
Lesson 1 Introduction to Retrieval-Augmented Generation/004. 1.3 Key Components Retrievers and Generators.mp4
81 MB
Lesson 2 Building the Foundations/001. Topics.mp4
3.4 MB
Lesson 2 Building the Foundations/002. 2.1 Introduction to Semantic Search.mp4
65 MB
Lesson 2 Building the Foundations/003. 2.2 Implementing a Simple IndexerRetriever.mp4
137 MB
Lesson 3 Advanced Prompt Engineering Techniques/001. Topics.mp4
5.9 MB
Lesson 3 Advanced Prompt Engineering Techniques/002. 3.1 Crafting Effective Prompts.mp4
53 MB
Lesson 3 Advanced Prompt Engineering Techniques/003. 3.2 Few-Shot Learning and Chain-of-Thought Prompting.mp4
60 MB
Lesson 3 Advanced Prompt Engineering Techniques/004. 3.3 Designing RAG Prompts for Consistency.mp4
109 MB
Lesson 4 Developing a RAG System/001. Topics.mp4
5.1 MB
Lesson 4 Developing a RAG System/002. 4.1 Building a RAG Chatbot with GPT-4.mp4
78 MB
Lesson 4 Developing a RAG System/003. 4.2 Testing Different LLMs for Retrieval and Generation.mp4
124 MB
Lesson 5 Evaluation and Testing of RAG Systems/001. Topics.mp4
3.7 MB
Lesson 5 Evaluation and Testing of RAG Systems/002. 5.1 Evaluating the Retriever Part 1.mp4
54 MB
Lesson 5 Evaluation and Testing of RAG Systems/003. 5.2 Evaluating the Retriever Part 2.mp4
45 MB
Lesson 5 Evaluation and Testing of RAG Systems/004. 5.3 Assessing Generative Responses.mp4
78 MB
Lesson 6 Expanding and Applying RAG Systems/001. Topics.mp4
4.3 MB
Introduction/001. Practical Retrieval Augmented Generation (RAG) Introduction.mp4
15 MB
Lesson 6 Expanding and Applying RAG Systems/003. 6.2 Extending RAG Systems with Re-ranking.mp4
67 MB
Lesson 6 Expanding and Applying RAG Systems/004. 6.3 Graph DB + RAG == GraphRAG.mp4
25 MB
Lesson 6 Expanding and Applying RAG Systems/005. 6.4 Developing a GraphRAG System.mp4
128 MB
Summary/001. Practical Retrieval Augmented Generation (RAG) Summary.mp4
8.7 MB