Steffi Li

Director of Product Marketing

Steffi is the Director of Product Marketing at Zilliz, with prior experience leading the GTM strategies for open-source data technologies such as Apache Kafka and Apache Airflow. Passionate about travel, yoga, and non-fiction reading, she brings a balanced and enriched worldview to her professional pursuits.

Product

Top 5 Reasons to Migrate from Open Source Milvus to Zilliz Cloud

This article will cover five reasons to migrate from Milvus to Zilliz Cloud. We will focus on performance, scalability, security, availability and cost.

Oct 02, 202411 min read

Product

New for Zilliz Cloud: 10X Performance Boost and Enhanced Enterprise Features

A 10x faster Performance with Cardinal vector search engine, production-ready features including Multi-replica, Data Migration, Authentication, and more

Nov 19, 20242 min read

Engineering

The Cost of Open Source Vector Databases: An Engineer’s Guide to DYI Pricing

The blog evaluates the costs of using open-source vector databases like Milvus, noting that initial savings can lead to higher expenses as projects grow.

Apr 08, 20248 min read

Product

New for Zilliz Cloud: Cardinal Search Engine, GCP Marketplace, Databricks Connector and More

Cardinal search engine, Databricks Connector, improved RBAC and Milvus 2.3 features, delivering superior performance and user experience.

Jan 30, 20247 min read

Product

Milvus 2.3 Beta and Enterprise Upgrades on Zilliz Cloud

Zilliz Cloud now offers the beta version of Milvus 2.3, marking a significant update in vector database technology. Learn more in this post.

Nov 21, 20232 min read

Product

Introducing Milvus 2.5: Built-in Full-Text Search, Advanced Query Optimization, and More 🚀

We're thrilled to announce the release of Milvus 2.5, a significant step in our journey to build the world's most complete solution for all search workloads.

Dec 17, 20243 min read

Engineering

Demystify Benchmark Result Divergence: Milvus vs. Qdrant

In-depth technical analysis of the benchmark differences between Qdrant and Milvus vector databases.

Jan 04, 20244 min read

Engineering

How to Choose A Vector Database: Weaviate Cloud vs. Zilliz Cloud

Compare Weaviate Cloud vs. Zilliz Cloud and Milvus in this in-depth benchmark, cost, and features comparison.

Oct 07, 20248 min read

Product

What’s New in Milvus 2.3.4

Introducing Milvus 2.3.4 with the support for Access Logs, Parquet File imports, expanded collections/partitions, and more!

Jan 15, 20242 min read