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What's new in Milvus 2.1 - Towards simplicity and speed
Milvus, the open-source vector database, now has performance and usability improvements that users have long been anticipating.
Milvus, the open-source vector database, now has performance and usability improvements that users have long been anticipating.
More Blogs
Learn how to adjust log level in Milvus without restarting the service.
An anatomy of the mechanism behind tunable consistency levels in the Milvus vector database.
Learn about user authentication and encryption in transit in Milvus.
Learn about the four levels of consistency - strong, bounded staleness, session, and eventual supported in the Milvus vector database.
Use in-memory replicas to enhance read throughput and the utilization of hardware resources.
Follow our step-by-step guide to perform a Milvus 2.1 benchmark by yourself.
A Python user-friendly Milvus version that makes installation more flexible.
Use string data to streamline the process of building your own similarity search applications.
Using similarity search technology to unlock the potential of unstructured data, even like wardrobes and its components!
Learn how Likee uses Milvus to identify duplicate videos in milliseconds.
Store, index, manage and search trillions of document vectors in milliseconds!
How is Zhentu's detection system built with Milvus as its vector search engine?
Why consensus-based replication algorithm is not the silver bullet for achieving data consistency in distributed databases?
And no, it's not Faiss.
A vector query is the process of retrieving vectors via scalar filtering.
Quality assurance is a process of determining whether a product or service meets certain requirements.
We recently hit an incredible milestone in the journey of vector database - over 10K stars on the GitHub repo of Milvus.
Learn about the underlying mechanism of real-time query in Milvus.
Learn about the mechanism behind data insertion and data persistence in Milvus vector database.
Milvus provides a data management infrastructure essential for production AI applications. This article unveils the intricacies of data processing inside.
Learn how SDKs interact with Milvus and why ORM-style API helps you better manage Milvus.
The first one in a blog series to take a closer look at the thought process and design principles behind the building of the most popular open-source vector database.
Attu - a GUI tool for Milvus 2.0.
Milvus 2.0 supports automatic load balance across query nodes.
Compaction is a new feature released in Milvus 2.0 that helps you save storage space.
Learn how bitset is used to enable several important features in Milvus.
The cardinal design behind the deletion function in Milvus 2.0, the world's most advanced vector database.
Check out the Newest Features of Milvus 2.0.
An easy way to handle massive high-dimensional data
Learn about the story of SmartNews, both a Milvus user and contributor.
Learn what Milvus community has achieved and what's in store for year 2022.
This article introduces Milvus_CLI and helps you complete common tasks.
The thinking process of how we designed the new Milvus database cluster architecture.
Learn how to apply vector similarity search in the industry of IP protection.
the minimal workflow of a recommender system
This tutorial introduces how to run Milvus 2.0 on Windows.
Thank you to everyone who participated in Milvus Hacktoberfest 2021!
How to modify the configuration of Milvus deployed on Kubernetes
Design and Practice of AI-oriented General-purpose Vector Database Systems
Learn how apply configuration changes on Milvus 2.0
Learn how Milvus powers the AI analysis of video contents.
Everyone is welcome!
how to use multiple models for image search based on ONNX and Milvus
Introduce how to implement a CLI based on Python Click.
Use Milvus, an open-source vector database, to recognize gene families of DNA sequences. Less space but higher accuracy.
HM-ANN Efficient Billion-Point Nearest Neighbor Search on Heterogeneous Memory
Milvus 2.0 is available now. This refactored, cloud-native version powers image/video search, chatbots, and many more AI applications.
Milvus makes it easy to provide the personalized recommendation service to users.
Audio retrieval with Milvus makes it possible to classify and analyze sound data in real time.
Using open-source vector search tools to build a question answering service.
Build, test, and customize vector similarity search solutions with Milvus, an open-source vector database.
Discover how Milvus, an open-source vector database, is used by Mozat to power a fashion app that offers personalized style recommendations and an image search system.
Learn how to build a Milvus cluster based on JuiceFS, a shared file system designed for cloud-native environments.
Learn how Milvus was used to build an intelligent news recommendation system inside an app.
Discover how zilliz to reduce compile times 2.5x using dependency decoupling and containerization techniques for large-scale AI and MLOps projects.
Milvus v1.1.0 has arrived! New features, improvements, and bug fixes are available now.
Milvus can be used to build AI applications for the finance industry including chatbots, recommender systems, and more.
Discover how Milvus, an open-source vector database, was used by e-commerce platform VOVA to power shopping by image.
Milvus v1.0 is available now. Learn about the Milvus fundamentals as well as key features of Milvus v1.0.
Learn how Milvus is used to mitigate threats to critical data and strengthen cybersecurity with real-time virus detection.
Learn more about using semantic machine learning methodologies to power more relevant search results across your organization.
Today we proudly announce the release of Milvus V1.0.
Milvus accelerates machine learning application development and machine learning operations (MLOps). With Milvus, you can rapidly develop a minimum viable product (MVP) while keeping costs at lower limits.
MLOps is superseding DevOps as we make the transition to Software 2.0. Find what model operations is, and how the open-source vector database Milvus supports it.
AI is transforming the real estate industry, discover how intelligent proptech accelerates the home search and purchase process.
Making with Milvus Intelligent image retrieval system for sports App iYUNDONG
Learn how to use Milvus data migration tool to greatly improve efficiency of data management and reduce DevOps costs.
Milvus v1.0, a stable, long-term support version, is available now. Milvlus powers image/video search, chatbots, and many more AI applications.
How to build a deep learning powered recommender system
Explore the power of open-source in your next AI or machine learning project. Manage massive-scale vector data and power similarity search with Milvus.
Build powerful machine learning applications and manage massive-scale vector data with Milvus.
Discover what vector similarity search is, its various applications, and the public resources making artificial intelligence more accessible than ever.
Google Colab makes developing and testing machine learning applications a breeze. Learn how to setup Milvus in Colab for better massive-scale vector data management.
Recommender systems can generate revenue, reduce costs, and offer a competitive advantage. Learn how to build one for free with open-source tools.
AI and open-source software make it possible to build a reverse image search engine with just one server and 10 lines of code. Search 1+ billion images in real time and more with Milvus, an open-source vector data management platform.
Discover how Milvus performs on AVX-512 vs. AVX2 using a variety of different vector indexes.
Artificial Intelligence Offers a New Way to Find Your View in the CMA Collection
A case study with WANYIN APP
Searching for videos by image with Milvus
In Milvus v0.7.0 we came up with a brand new design to make deletion more efficient and support more index types.
A user case of leveraging Milvus to build an image similarity search system for real-world business.
A case study with UPYUN. Learn about how Milvus stands out from traditional database solutions and helps to build an image similarity search system.
Learn how Kingsoft leveraged Milvus, an open-source similarity search engine, to build a recommendation engine for WPS Office’s AI-powered writing assistant.
Discover how Xiaomi leveraged AI and Milvus to build an intelligent news recommendation system capable of finding the most relevant content for users of its mobile web browser.
The Next-Gen QA Bot is here
Vector search is now more intuitive and convenient
How to scale out
The work behind the scene
Best practices for IVF index
How to run molecular structure similarity analysis in Milvus
Fields in the Metadata Table
Learn about the detail of the fields in metadata tables in Milvus.
Learnn about how to view metadata in the Milvus vector database.
Without vector indexing, many modern applications of AI would be impossibly slow. Learn how to select the right index for your next machine learning application.
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