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- Intro
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Classroom Contents
Retrieval Augmented Generation (RAG) - Building Powerful LLM Pipelines
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- 1 - Intro
- 2 - Retrieval Augmented Generation Blueprint
- 3 - Chunking and Contextual Chunking
- 4 - Data Conversion - Language Model Embeddings
- 5 - Data Conversion - TF-IDF and BM-25
- 6 - Vector and Graph Databases
- 7 - Query Rewriting
- 8 - Contextual Query Rewriting, HYDE
- 9 - Post Retrieval
- 10 - Reciprocal Rank Fusion
- 11 - Outro
