Comment by fzxu22

The proxy keeps 2-way mapping of identified PII and the redaction e.g. Jane Doe <-> <PERSON_1> so the process is reversable i.e. redactions from LLM response will be replaced back to the original, and it should feel transparent on user end. I'll add more detailed example in README to make it clear.