LLMs hallucinate
LLM is "lossy compression of its training data"
Updating LLMs is expensive
Fetch relevant documents from an external source
Provide relevant documents in the LLM prompt
↓
Builds on LLM text generation capabilities
Increases accuracy
External source is easier to update
(External source can be any information retrieval system)
Source: towardsdatascience.com