Vector Database Stories

From company news to technical tutorials – explore the most popular content on the Zilliz blog.

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Milvus + Surveillance: How Vector Databases Transform Multi-Camera Tracking

See how Milvus vector database enhances multi-camera tracking with similarity-based matching for better surveillance in retail, warehouses and transport hubs.

Apr 02, 20256 min read

Engineering

ColPali + Milvus: Redefining Document Retrieval with Vision-Language Models

When combined with Milvus's powerful vector search capabilities, ColPali becomes a practical solution for real-world document retrieval challenges.

Mar 27, 20257 min read

Engineering

How to Build RAG with Milvus, QwQ-32B and Ollama

Hands-on tutorial on how to create a streamlined, powerful RAG pipeline that balances efficiency, accuracy, and scalability using the QwQ-32B model and Milvus.

Mar 25, 202511 min read

Community

Chain-of-Retrieval Augmented Generation

Explore CoRAG, a novel retrieval-augmented generation method that refines queries iteratively to improve multi-hop reasoning and factual answers.

Mar 19, 202511 min read

Community

Cosmos World Foundation Model Platform for Physical AI

NVIDIA’s Cosmos platform pioneers GenAI for physical applications by enabling safe digital twin training to overcome data and safety challenges in physical AI modeling.

Mar 18, 202514 min read

Community

1 Table = 1000 Words? Foundation Models for Tabular Data

TableGPT2 automates tabular data insights, overcoming schema variability, while Milvus accelerates vector search for efficient, scalable decision-making.

Mar 17, 202513 min read

Community

Vector Databases vs. Document Databases

Use a vector database for similarity search and AI-powered applications; use a document database for flexible schema and JSON-like data storage.

Mar 14, 202517 min read

Engineering

How to Use Anthropic MCP Server with Milvus

Discover how Model Context Protocol (MCP) pairs with Milvus to eliminate AI integration hassles, enabling smarter agents with seamless data access and flexibility.

Mar 13, 20254 min read

Community

VidTok: Rethinking Video Processing with Compact Tokenization

VidTok tokenizes videos to reduce redundancy while preserving spatial and temporal details for efficient processing.

Mar 12, 202511 min read