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Grounding an LLM

Grounding an LLM

Jun 11, 20251 min read

https://youtu.be/RC3JOzN2F1w?si=PbscCeZUrwWa6mBY

  • The LLM didn’t memorize all items, but we attach external dataset using vector search.
    • The output are grounded to business facts from the dataset, and they are not artificially generated
    • Does not suffer from hallucination, and is very efficient
  • The two key enablers
    • Vertex AI Embeddings API
    • Vertex AI Matching Engine

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