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

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.

Bringing AI to Legal Tech: The Role of Vector Databases in Enhancing LLM Guardrails
Discover how vector databases enhance AI reliability in legal tech, ensuring accurate, compliant, and trustworthy AI-powered legal solutions.

Engineering
Milvus WebUI: A Visual Management Tool for Your Vector Database
Milvus WebUI is a built-in GUI introduced in Milvus v2.5 for system observability. WebUI comes pre-installed with your Milvus instance and offers immediate access to critical system metrics and management features.

Community
Legal Document Analysis: Harnessing Zilliz Cloud's Semantic Search and RAG for Legal Insights
Zilliz Cloud transforms legal document analysis with AI-driven Semantic Search and Retrieval-Augmented Generation (RAG). By combining keyword and vector search, it enables faster, more accurate contract analysis, case law research, and regulatory tracking.

Community
Selecting the Right ETL Tools for Unstructured Data to Prepare for AI
Learn the right ETL tools for unstructured data to power AI. Explore key challenges, tool comparisons, and integrations with Milvus for vector search.

Community
OpenAI o1: What Developers Need to Know
In this article, we will talk about the o1 series from a developer's perspective, exploring how these models can be implemented for sophisticated use cases.

Community
Enhancing Multimodal AI: Bridging Audio, Text, and Vector Search
In this article, we will explore how multimodal AI enhances AI systems by bridging audio, text, and vector search.

Community
DeepSeek Always Busy? Deploy It Locally with Milvus in Just 10 Minutes—No More Waiting!
Learn how to set up DeepSeek-R1 on your local machine using Ollama, AnythingLLM, and Milvus in just 10 minutes. Bypass busy servers and enhance AI responses with custom data.

Community
From Text to Speech: A Deep Dive into TTS Technologies
Explore the evolution of Text-to-Speech technology from mechanical devices to neural networks. Learn how TTS works, compare popular models, and implement it using Google Cloud Platform.