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Case Study

ML-Powered Search

Semantic search with LLM reranking for enterprise knowledge bases.

Approach

Built search pipeline with vector embeddings, hybrid retrieval, and guardrails; integrated data privacy with row-level security.

Outcomes

  • +22% relevance
  • Fewer false positives
  • Happier users

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