Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

YouTube

Secure Your RAG Pipelines with Fine-Grained Authorization Using SpiceDB

Pinecone via YouTube

Overview

Coursera Flash Sale
40% Off Coursera Plus for 3 Months!
Grab it
Learn to implement fine-grained authorization in Retrieval-Augmented Generation (RAG) pipelines using Relationship-based Access Control (ReBAC) and SpiceDB in this comprehensive webinar. Discover how to build enterprise-ready AI systems that ensure users can only access data they're authorized to see, moving beyond traditional RBAC and ABAC models to achieve more precise control through object relationships. Explore the fundamentals of RAG architecture and understand where Pinecone fits within the ecosystem, then dive deep into authorization concepts and the specific advantages of ReBAC for securing sensitive data. Follow along with a practical demonstration that integrates Pinecone, LangChain, OpenAI, and SpiceDB to create a secure RAG pipeline, complete with hands-on code examples and real-world implementation strategies. Gain insights from industry experts Sohan Maheshwar from AuthZed and Jenna Pederson from Pinecone as they guide you through the technical implementation and answer audience questions about securing AI-powered applications in enterprise environments.

Syllabus

00:00 - Kickoff
02:21 - Level set on what RAG is
07:22 - Where Pinecone fits in
09:48 - Why security of your RAG pipeline matters
12:31 - Primer on Authorization
16:24 - Relationship Based Access Control ReBAC
21:15 - SpiceDB
25:00 - Securing your pipeline
27:20 - Demo
37:10 - Q&A

Taught by

Pinecone

Reviews

Start your review of Secure Your RAG Pipelines with Fine-Grained Authorization Using SpiceDB

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.