Practical Retrieval Augmented Generation (RAG)
File List
- Lesson 6 Expanding and Applying RAG Systems/002. 6.1 Fine-Tuning Open-Source Embedders with Synthetic Data.mp4 152.3 MB
- Lesson 2 Building the Foundations/003. 2.2 Implementing a Simple IndexerRetriever.mp4 137.2 MB
- Lesson 6 Expanding and Applying RAG Systems/005. 6.4 Developing a GraphRAG System.mp4 128.2 MB
- Lesson 4 Developing a RAG System/003. 4.2 Testing Different LLMs for Retrieval and Generation.mp4 124.4 MB
- Lesson 3 Advanced Prompt Engineering Techniques/004. 3.3 Designing RAG Prompts for Consistency.mp4 109.0 MB
- Lesson 1 Introduction to Retrieval-Augmented Generation/004. 1.3 Key Components Retrievers and Generators.mp4 81.0 MB
- Lesson 4 Developing a RAG System/002. 4.1 Building a RAG Chatbot with GPT-4.mp4 77.9 MB
- Lesson 5 Evaluation and Testing of RAG Systems/004. 5.3 Assessing Generative Responses.mp4 77.5 MB
- Lesson 6 Expanding and Applying RAG Systems/003. 6.2 Extending RAG Systems with Re-ranking.mp4 66.9 MB
- Lesson 2 Building the Foundations/002. 2.1 Introduction to Semantic Search.mp4 65.1 MB
- Lesson 3 Advanced Prompt Engineering Techniques/003. 3.2 Few-Shot Learning and Chain-of-Thought Prompting.mp4 60.2 MB
- Lesson 5 Evaluation and Testing of RAG Systems/002. 5.1 Evaluating the Retriever Part 1.mp4 54.2 MB
- Lesson 3 Advanced Prompt Engineering Techniques/002. 3.1 Crafting Effective Prompts.mp4 53.2 MB
- Lesson 1 Introduction to Retrieval-Augmented Generation/003. 1.2 The Family Tree of Large Language Models (LLMs).mp4 50.6 MB
- Lesson 5 Evaluation and Testing of RAG Systems/003. 5.2 Evaluating the Retriever Part 2.mp4 44.9 MB
- Lesson 1 Introduction to Retrieval-Augmented Generation/002. 1.1 Overview of RAG Concepts.mp4 28.8 MB
- Lesson 6 Expanding and Applying RAG Systems/004. 6.3 Graph DB + RAG == GraphRAG.mp4 24.7 MB
- Introduction/001. Practical Retrieval Augmented Generation (RAG) Introduction.mp4 15.4 MB
- Summary/001. Practical Retrieval Augmented Generation (RAG) Summary.mp4 8.7 MB
- Lesson 3 Advanced Prompt Engineering Techniques/001. Topics.mp4 5.9 MB
- Lesson 4 Developing a RAG System/001. Topics.mp4 5.1 MB
- Lesson 6 Expanding and Applying RAG Systems/001. Topics.mp4 4.3 MB
- Lesson 5 Evaluation and Testing of RAG Systems/001. Topics.mp4 3.7 MB
- Lesson 2 Building the Foundations/001. Topics.mp4 3.4 MB
- Lesson 1 Introduction to Retrieval-Augmented Generation/001. Topics.mp4 3.0 MB
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