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Why My RAG...
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Why My RAG System Outperforms Pure Neural Search: A 3-Month Journey with Hybrid Embeddings

  • Combining TF-IDF with neural embeddings in search system outperforms individual approaches.
  • Hybrid approach improves precision by 23%, technical term recall by 45% while maintaining data privacy.
  • Different query types necessitate combination to cover varied contexts effectively.
  • Testing showed weighted hybrid approach superior for legal document search.

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