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How to secure RAG applications with Fine-Grained Authorization: tutorial with code

Blog post from WorkOS

Post Details
Company
Date Published
Author
Zack Proser
Word Count
1,797
Company Posts That Month
30
Language
English
Hacker News Points
-
Post removed?
No
Summary

This tutorial demonstrates how to secure Retrieval Augmented Generation (RAG) applications using WorkOS Fine-Grained Authorization (FGA). The goal is to ensure users only see results from documents they have permission to access. The process involves defining an authorization model with FGA, processing documents for vector search, implementing runtime access control, and managing document sharing dynamically. By integrating FGA with Pinecone's vector database, the tutorial showcases how to efficiently check user permissions and filter search results based on user access levels.

Trends Found in this Post
Trend Post Mentions Total Month Mentions Posts Companies MoM
Vector Search 13 2,600 253 90 -44%
RAG 6 1,737 187 65 -20%
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