Vector Database Stories
From company news to technical tutorials – explore the most popular content on the Zilliz blog.
Engineering
Approximate Nearest Neighbor Search in Recommender Systems
ANN search is already integrated into the production stacks of the world’s most popular tools. Yury helps us understand the key concepts and background that have driven ANN’s adoption in large-scale recommender systems.
Engineering
Model Providers: Open Source vs. Closed-Source
In this article, we will examine the different providers, their pros and cons, and the implications of each. By the end, you will have the knowledge and understanding to make an informed choice between open-source and closed-source model providers.
Vector Database 101
Scaling Vector Databases to Meet Enterprise Demands
In this blog, we will explore the concept of database scalability and unravel Milvus's scaling capability. We will also introduce its scalability techniques and explore how they pave the way for unparalleled performance and innovation in unstructured data management.
Engineering
Multimodal RAG locally with CLIP and Llama3
A tutorial walks you through how to build a multimodal RAG with CLIP, Llama3, and Milvus.
Engineering
Milvus: The Key to RAG Development - Improve Efficiency, Reduce Costs, and Enhance Performance
This post will jump into Milvus's latest features, highlight its functionalities, and illustrate why it is the premier choice for developing successful RAG applications.
Company
Zilliz Achieves AWS Generative AI Competency Partner Designation, Driving Innovation in AI Solutions
Zilliz is proud to announce that it has achieved the AWS Generative AI Competency status, marking a significant milestone in our commitment to driving the advancement of generative AI technologies.
Engineering
Running Llama 3, Mixtral, and GPT-4o
This article will show a few ways to run some of the hottest contenders in the space: Llama 3 from Meta, Mixtral from Mistral, and the recently announced GPT-4o from OpenAI.
Engineering
Top LLMs of 2024: Only the Worthy
This blog introduces the six most influential large language models in 2024.
Engineering
A Guide to Chunking Strategies for Retrieval Augmented Generation (RAG)
We explored various facets of chunking strategies within Retrieval-Augmented Generation (RAG) systems in this guide.