A company wants to build a chatbot that uses a pre-existing, general-purpose Large Language Model to answer questions about its new product line, whose documentation was just finalized. The company has a very tight deadline and does not have the computational resources to modify the underlying model. Which of the following statements best explains the primary advantage of using a system that retrieves relevant documentation to add to the model's input for each user query?

Choosing an Information Integration Strategy

Fine-Tuning LLMs to Enhance RAG Performance

To integrate a new set of documents into a system that uses a pre-existing Large Language Model to answer questions, the standard approach involves modifying the model's internal parameters to learn the new information.