Vector Database Stories
From company news to technical tutorials – explore the most popular content on the Zilliz blog.
Community
Ensuring Secure and Permission-Aware RAG Deployments
This blog introduces key security considerations for RAG deployments, including data anonymization, strong encryption, input/output validation, and robust access controls, among other critical security measures.
Community
Harnessing Function Calling to Build Smarter LLM Applications
Function calling allows LLMs to go beyond the limitations of their static training data by querying live databases, executing commands, or performing real-time calculations.
Engineering
Tame High-Cardinality Categorical Data in Agentic SQL Generation with VectorDBs
This article explores how integrating vector databases with agentic text-to-SQL systems can address High-Cardinality Categorical Data problems.
Engineering
Up to 50x Cost Savings for Building GenAI Apps Using Zilliz Cloud Serverless
Zilliz Cloud Serverless allows users to store, index, and query massive amounts of vectors at only a fraction of the cost while keeping a competitive level of performance.
Community
Advanced Video Search: Leveraging Twelve Labs and Milvus for Semantic Retrieval
In August 2024, Twelve Labs and Milvus (vector database by Zilliz) joined hands to create powerful video search applications.
Product
Introducing Comprehensive Monitoring & Observability in Zilliz Cloud
This powerful addition to Zilliz Cloud enables users to monitor their clusters' performance, set up custom alerts, and quickly respond to potential issues.
Community
Milvus on GPUs with NVIDIA RAPIDS cuVS
GPU-accelerated vector search through NVIDIA's cuVS library and CAGRA algorithm are highly beneficial for optimizing AI app performance in production.
Product
Introducing Migration Services: Efficiently Move Unstructured Data Across Platforms
Zilliz has developed and open-sourced the Migration Services based on Apache Seatunnel to efficiently move vector data across platforms.
Product
New for Zilliz Cloud: Migration Service, Fivetran Connector, Multi-replica, and More
We're excited to announce new features in Zilliz Cloud designed to enhance support for running AI workloads in production environments.