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The RAG Revelation: When Your Proof of Concept Answers Back

  • The article discusses a moment of realization when a hacky prototype, named RAG (Retrieval Augmented Generation), successfully answered questions using fake documents.
  • The prototype demonstrated understanding rather than just keyword matching, indicating potential for a knowledge-aware assistant grounded in actual documents.
  • The success of the prototype validated the concept of contextual intelligence and highlighted the importance of starting with core intelligence in building AI products.
  • The author reflects on the significance of the RAG prototype's success in paving the way for future development despite its initial limitations and lack of real data.

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