LangChain Agents Tutorial #3 : PII Middleware -Protect Sensitive Data in AI Agents

Learn how to secure sensitive patient data using LangChain's PII Middleware! In this comprehensive tutorial, I'll show you how to detect and handle Personally Identifiable Information (PII) like emails, phone numbers, and SSNs in AI agent conversations.
🔐 What You'll Learn:

What is middleware and why it's essential for AI security
Setting up PII detection with LangChain
Custom detection patterns using regex and functions
Different handling strategies: mask, hash, redact, and block
Real-world healthcare application example
HIPAA-compliant data processing techniques

💻 Technologies Covered:

LangChain Agent Framework
PII Middleware Configuration
Python Custom Detectors
ChatGroq/OpenAI Integration
Healthcare Data Security

🎯 Perfect For:
Healthcare developers, AI engineers, compliance teams, and anyone building secure applications with sensitive data.
📂 Code Repository: [Your GitHub Link]
⏱️ Timestamps:
0:00 - Introduction to PII Middleware
[Add your timestamps as needed]
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#LangChain #AIAgents #DataPrivacy #Python #MachineLearning #Healthcare #HIPAA

Видео LangChain Agents Tutorial #3 : PII Middleware -Protect Sensitive Data in AI Agents канала Mohamed Naji Aboo

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11 декабря 2025 г. 18:01:49

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Mohamed Naji Aboo

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