Prevent AI Agents from Accessing Unauthorized Data
It’s time for Day 2 Ops in the world of AI. The video is a look at how modern permissions systems can safeguard sensitive data that are accessed by AI Agents in RAG pipelines. The video explores why Google Zanzibar and ReBAC is ideal to add permissions to your AI Agents. The video also shows a demo using SpiceDB, Pinecone and OpenAI. 🤖 Access the Jupyter Notebook for the demo here: https://github.com/authzed/workshops/tree/main/ai-agent-authorization 🤓 Read the annotated Google Zanzibar whitepaper with a foreword by Kelsey Hightower: https://authzed.com/z/google-zanzibar-annotated-paper ⚙️ SpiceDB is an Open Source, Google Zanzibar-inspired database for scalably storing and querying fine-grained authorization data https://github.com/authzed/spicedb 0:00 - Why AuthZ for AI is Important 0:33 - AI Agents + RAG 1:45 - What is Google Zanzibar & ReBAC 2:43 - Why Zanzibar is best for RAG & AI Agents 3:00 - How does RAG work 3:51 - Post-Filtration 4:25 - Pre-Filtration 5:00 - Demo using OpenAI,Pinecone & SpiceDB 5:45 - The Future of Agentic AI & AuthZ #ai #aiagents #security #authorization
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