What You Need to Know Before
You Start
Starts 27 June 2025 14:26
Ends 27 June 2025
00
Days
00
Hours
00
Minutes
00
Seconds
43 minutes
Optional upgrade avallable
Not Specified
Progress at your own speed
Free Video
Optional upgrade avallable
Overview
Syllabus
- Introduction to RAG Systems
- Fundamentals of Authorization Frameworks
- LangChain4J Overview
- OpenFGA Overview
- Implementing RBAC in RAG Systems
- Implementing ReBAC in RAG Systems
- Best Practices for Authorization in RAG Systems
- Advanced Topics
- Workshop and Hands-on Session
- Course Summary and Next Steps
Overview of Retrieval-Augmented Generation (RAG) systems
Importance of security in AI applications
Key challenges in authorizing RAG systems
Understanding Access Control models
Comparison between RBAC (Role-Based Access Control) and ReBAC (Relationship-Based Access Control)
Introduction to LangChain4J
Key features and integration with RAG systems
Security capabilities of LangChain4J
Introduction to OpenFGA
Architecture and components
Authorization policies and enforcement
Defining roles and permissions
Integrating RBAC with LangChain4J
Case study: Applying RBAC using OpenFGA
Understanding relationships in access control
Integrating ReBAC with LangChain4J
Case study: Applying ReBAC using OpenFGA
Balancing security and efficiency
Role hierarchy and relationship management
Regular audits and monitoring
Scalability of authorization frameworks
Real-time authorization in high-throughput environments
Future trends in AI security
Setting up a LangChain4J environment
Defining and testing RBAC/RBAC rules with OpenFGA
Troubleshooting common authorization issues
Recap of key learnings
Resources for continued learning
Opportunities in AI security and authorization
Subjects
Computer Science