Robert Guo

Director of Product Management

Robert Guo is VP of Product Management at Zilliz and one of the architects behind Milvus, a leading open-source vector database for AI applications. He focuses on designing large-scale AI data infrastructure and lake-native systems for retrieval, analytics, and continuous AI iteration. Robert received his Ph.D. in Computer Software and Theory from Huazhong University of Science and Technology, and his research work has been published at major systems and database conferences including SIGMOD, VLDB, USENIX ATC, and ICS. He works at the intersection of distributed systems, AI infrastructure, and product architecture.

Product

From Vector Database to Vector Lakebase

Zilliz offers a fully managed Vector Lakebase powered by Milvus, unifying real-time vector search, lake-scale discovery, and Al data operations.

May 11, 202611 min read

Product

Designing Multi-Tenancy RAG with Milvus: Best Practices for Scalable Enterprise Knowledge Bases

We’ve explored how multi-tenancy frameworks play a critical role in the scalability, security, and performance of RAG-powered knowledge bases.

Dec 04, 202410 min read

Product

How to Select the Most Appropriate CU Type and Size for Your Business?

Nov 21, 20246 min read

Product

How to Choose the Right Milvus Deployment Mode for Your AI Applications

Comparing Milvus Lite, Standalone, and Distributed—deployment modes for different stages, data sizes, and use cases, ensuring seamless project scalability.

Aug 10, 20249 min read

Engineering

Dissecting OpenAI's Built-in Retrieval: Unveiling Storage Constraints, Performance Gaps, and Cost Concerns

Delve into the intricacies of OpenAI Assistants, exploring its pricing, architecture, and potential optimizations for cost-efficiency and enhanced storage capabilities.

Jan 09, 202410 min read

Product

Zilliz Cloud Latest Update: A Game-Changer Bringing Elite Performance within Reach of All Developers

Zilliz Cloud has just released a game-changing update for developers looking to implement generative AI applications.

Jun 14, 20234 min read

Product

Zilliz Cloud, the new billion-scale offering

Apr 04, 20234 min read

Engineering

From Text to Image: Fundamentals of CLIP

Oct 04, 20227 min read