A technique that enhances LLMs by connecting them with external knowledge bases to allow them to improve response accuracy and relevance.

Process

  • Given an input retrieve relevant documents from your knowledge base
  • Use those documents to write the answer for your query

Perplexity Implementation

  • Do not answer unless you retrieve