Secure Your RAG Pipelines with Fine Grained Authorization

Fine-grained authorization in Retrieval-Augmented Generation (RAG) can be achieved with Relationship-based access control (ReBAC). ReBAC enables decisions based on relationships between objects, offering more precise control compared to traditional models like RBAC and ABAC. This stream will show how to pre-filter and post-filter vector database queries with a list of authorized object IDs to improve security and efficiency. The demo will uses Pinecone, Langchain, OpenAI, and SpiceDB.