RAG Advanced Techniques: Self-Query, Parent Document Retrieval, and HyDE

RAG Advanced Techniques: Self-Query, Parent Document Retrieval, and HyDE

Donato Capitella via YouTube Direct link

- Self-Query Retriever

3 of 10

3 of 10

- Self-Query Retriever

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RAG Advanced Techniques: Self-Query, Parent Document Retrieval, and HyDE

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  1. 1 - Introduction
  2. 2 - Training Sentence Similarity Embedding Models
  3. 3 - Self-Query Retriever
  4. 4 - Text Segmenetation
  5. 5 - Size of Chunks
  6. 6 - Parent Document Retriever
  7. 7 - Hypothetical Document Embeddings HyDE
  8. 8 - Lab 1 - Self-Query Retriever in Langchain
  9. 9 - Lab 2 - Parent Document Retriever in Langchain
  10. 10 - Lab 3 - HyDE in Langchain

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