Vector Database Stories
From company news to technical tutorials – explore the most popular content on the Zilliz blog.
Engineering
Kickstart Your Local RAG Setup: A Beginner's Guide to Using Llama 3 with Ollama, Milvus, and Langchain
Hands on guide to build a Ollama, Llama 3, and Milvus RAG
Case Study
Leveraging Vector Databases for Next-Level E-Commerce Personalization
Explore the concepts of vector embeddings and vector databases and their role in improving the user experience in e-commerce.
Engineering
Ranking Models: What Are They and When to Use Them?
Explore different ranking algorithms, their usage, and best practices. Uncover the real-world success stories of ranking algorithms and their evolution over time.
Engineering
Milvus Server Docker Installation and Packaging Dependencies
This post introduces key dependencies and release update frequency for deploying the Milvus server on standalone Docker.
Engineering
Safeguarding Data: Security and Privacy in Vector Database Systems
As our world becomes increasingly digital and shaped by ML and AI services, the role of vector databases like Milvus and managed services like Zilliz Cloud becomes ever more crucial. With data providing so much power, it is paramount to prioritize robust data security and privacy measures.
Engineering
Emerging Trends in Vector Database Research and Development
This post discusses the development and anticipated future of vector databases from both technical and practical perspectives, focusing on cost-efficiency and business requirements.
Product
The Evolution and Future of AI and Its Influence on Vector Databases: Insights from Charles, CEO of Zilliz
We continue to explore the dynamic interplay between Artificial Intelligence (AI), particularly large language models and vector databases, guided by the insights of Charles Xie, CEO of Zilliz.
Vector Database 101
Vector Library versus Vector Database
Dive into the differences between these two technologies, their strengths, and their practical applications, providing developers with a comprehensive guide to choosing the right tool for their AI projects.
Engineering
How to Enhance the Performance of Your RAG Pipeline
This article summarizes various popular approaches to enhancing the performance of your RAG applications. We also provided clear illustrations to help you quickly understand these concepts and techniques and expedite their implementation and optimization.