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Cerebral Valley

Simple but useful PII Obfuscation code snipits for scrubbing PII prior to using an LLM:
<https://arize.com/blog/pii-removal-microsoft-presidio-chatbot>
Anonymize in a couple lines, pretty useful:
```def anonymize_text(text, _analyzer, _anonymizer):
   results = _analyzer.analyze(
       text=text,
       entities=["PHONE_NUMBER", "EMAIL_ADDRESS", "PERSON"],
       language='en'
   )
   anonymized_text = _anonymizer.anonymize(
       text=text,
       analyzer_results=results
   )
   return anonymized_text.text```