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Unlocking Smarter AI: A Deep Dive into Contextual Retrieval for RAG

May 3, 2025·7 min read
AI
RAG

On this page

  • Introduction
  • What is RAG?
  • The RAG Pipeline: From Data to Answer
  • The Context Challenge in Traditional RAG
  • Introducing Contextual Retrieval
  • The Impact of Contextual Retrieval
  • Further Enhancements: BM25 and Reranking
  • Cost and Implementation Considerations
  • The Role of AI Models and Prompting
  • Conclusion
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