Comparing prompt templates

The following comparison is performed between two prompt templates:

• A basic RAG prompt template with a financial analyst persona

• A proposed template that applies the guardrails discussed in the previous section

These templates are compared across questions that pertain to the common attack categories. The comparison was performed on the EDGAR dataset, where the LLM is instructed to answer questions about three companies (anonymized for this article as Company-1, Company-2, and Company-3) from a financial analyst's perspective by using public financial documents.