Vector Database Stories
From company news to technical tutorials – explore the most popular content on the Zilliz blog.
Product
The Landscape of Open Source Licensing in AI: A Primer on LLMs and Vector Databases
Deciphering Open Source Licenses in AI: An Essential Guide
Engineering
Exploring BGE-M3 and Splade: Two Machine Learning Models for Generating Sparse Embeddings
This article will explore two cutting-edge models for crafting sparse embeddings: BGE-M3 and Splade.
Product
A Beginner's Guide to Connecting Zilliz Cloud with Google Cloud Platform
A Beginner's Guide to Connecting Zilliz Cloud with Google Cloud Platform
Engineering
Practical Tips and Tricks for Developers Building RAG Applications
This guide will explore the multifaceted world of vector databases and the practical approaches required to maximize the efficiency and scalability of your RAG apps.
Product
Demystifying the Milvus Sizing Tool
Explore how to use the Sizing Tool to select the optimal configuration for your Milvus deployment.
Engineering
Unlocking the Secrets of GPT-4.0 and Large Language Models
Unlocking the Secrets of GPT-4.0 and Large Language Models
Engineering
Navigating the Nuances of Lexical and Semantic Search with Zilliz
Learn the mechanics, applications, and benefits of lexical and semantic search and how to perform it in Zilliz.
Engineering
Pandas DataFrame: Chunking and Vectorizing with Milvus
If we store all of the data, including the chunk text and the embedding, inside of Pandas DataFrame, we can easily integrate and import them into the Milvus vector database.
Engineering
An Overview of Milvus Storage System and Techniques to Evaluate and Optimize Its Performance
This guide will delve into Milvus' architecture, break down its key storage components, and explore effective techniques to evaluate their performance. An Overview of Milvus Storage System and Techniques to Evaluate and Optimize Its Performance