Webinar
Beyond RAG Partitions: Per-User, Per-Chunk Access Policy
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What will you learn?
Partitioning vector databases has proven to be a useful tool for privacy and per-tenant isolation. Recent releases of vector db software, including Milvus, have continued to improve partitioning capabilities such as pushing the number of partitions into the millions and providing improved selection of partitions per tenant.
Despite these advances, management overhead increases with the number of partitions. Relative to the capabilities enterprises require and have come to expect from their existing storage systems and databases, there is still a shortfall. New capabilities specific to how vector databases store data and how they are used in RAG applications are needed.
Topics covered:
- Origins of enterprise requirements for granular access control and policy in storage systems.
- Sensitive data identification: data classification versus access control.
- The problem data-duplication in enterprise datasets presents when copying permissions from documents to chunks.
- How enterprise access requirements can be met with per-user, per-chunk access control
- Case study and example implementation.
Meet the Speaker
Join the session for live Q&A with the speaker
Rob Quiros
CEO & Co-Founder, Caber Systems, Inc.
Rob Quiros is a technologist and entrepreneur with more than 30 years building and leading enterprise-class solutions in networking and security. His first job was to build a router to compete with pre-IPO Cisco. Later, he contributed to the creation of the first hardware RAID controller at UC Berkeley while working toward a PhD in Quantum Electronics. He has led the growth of $1B/yr product lines at Cisco, and WAN optimization leader Riverbed, and helped pioneer in the now multi-billion dollar Secure Access Secure Edge (SASE) market at Soha Systems and Akamai. His current mission is to bring new solutions to market to meet the challenges of GenAI-native applications as CEO & co-founder of Caber Systems, Inc. Secure Edge (SASE) market, where he was an early team member and executive.