366.95 MB | 00:05:38 | mp4 | 1280X720 | 16:9
Genre:eLearning |Language:English
Files Included :
001 Introduction.mp4 (6.26 MB)
002 Introduction.mp4 (6.26 MB)
003 Course Structure.mp4 (2.58 MB)
004 Development Environment Setup.mp4 (4.51 MB)
001 Introduction to RAG and the RAG Triad - Overview.mp4 (10.43 MB)
002 What is RAG and Naive RAG Overview and Pitfalls.mp4 (19.42 MB)
003 Deep Dive into Each Naive RAG Drawbacks.mp4 (22.27 MB)
001 Advanced RAG Techniques - Intro to Expansion with Generated Answers.mp4 (20.7 MB)
002 Hands-on - Expansion with Answers - Splitting Text.mp4 (19.8 MB)
003 Embedding the Chunks and Showing Them.mp4 (14.23 MB)
004 Adding Documents to the Vector Store and Performing Similarity Search.mp4 (11.31 MB)
005 Generating the Answer and Concatenating the Relevant Documents.mp4 (22.77 MB)
006 Plotting and Projecting the Embedded Results on Graph.mp4 (20.2 MB)
007 Query Expansion with Generated Answers - Summary.mp4 (4.8 MB)
001 Query Expansion with Multiple Queries - Overview.mp4 (11.1 MB)
002 Getting Generated Augmented Queries.mp4 (27.63 MB)
003 Retrieving and Plotting Embeddings in a 2D Graph.mp4 (22.88 MB)
004 CHALLENGE Your Turn.mp4 (2.01 MB)
005 Expansion with Multiple Queries Downsides and Summary.mp4 (4.85 MB)
001 Re-ranking and Cross-encoder and Bi-encoders - Overview.mp4 (16.74 MB)
002 Ranking Long-tail Results with Cross-encoder.mp4 (25.91 MB)
003 Final Step - Pass the Ranked Documents through a LLM to Get Relevant Answer.mp4 (20.71 MB)
004 Re-ranking Summary.mp4 (3.4 MB)
001 Dense Passage Retrieval Overview.mp4 (8.02 MB)
002 The DPR Technique - Full Hands-on.mp4 (23.16 MB)
003 DPR Summary.mp4 (3.6 MB)
001 Other Techniques.mp4 (4.16 MB)
001 What's Next.mp4 (7.09 MB)]
Screenshot
Code:
https://rapidgator.net/file/85e648636a4d6c842ffee062de7b7d66/Oreilly.-.Master.Retrieval-Augmented.Generation.RAG.Systems.rar
