Data Privacy and PII Handling
Understand how to securely manage personal identifiable information (PII) and sensitive data within your RAG pipelines.
PII & RAG: The Basics
Welcome to this lesson on data privacy and handling Personal Identifiable Information (PII) in RAG systems.
PII refers to any data that can be used to identify a specific individual. This includes names, email addresses, phone numbers, social security numbers, and even IP addresses.
Why PII Matters in RAG
In Retrieval Augmented Generation (RAG) systems, you often deal with vast amounts of diverse data. This data can easily contain sensitive PII.
If not handled properly, your RAG system could inadvertently expose private user information, leading to severe privacy breaches and legal issues.
All lessons in this course
- Data Privacy and PII Handling
- Mitigating Hallucinations and Bias
- Responsible AI Practices for RAG
- Defending Against Prompt Injection