RAG search and LLM

Search, No Filter
, ,
1

Situation 1: LLM forges a reply
Question: Trial version price of the product

  1. Because the product information does not have a trial version, the price of the official version of the product was retrieved. LLM will forge the reply price.

Situation 2, accuracy issue
Question: Trial version price of the product
Because there are three product prices in the database, how to accurately reply when three prices are retrieved.

2

Hi @limyooy. Yes, hallucinations are a common problem when using LLMs. But it’s not clear what your question is. Are you looking for best practices to reduce the incidence of hallucinations?