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What is a Vector Database?
An introduction to the concepts related to vector database.
December 23, 2021
Raft or not? The Best Solution to Data Consistency in Cloud-native Databases
Why consensus-based replication algorithm is not the silver bullet for achieving data consistency in distributed databases?
May 16, 2022
Understanding Neural Network Embeddings
What are embeddings and how are they used in modern ML algorithms and pipelines
April 30, 2022
Making Machine Learning More Accessible for Application Developers
We aim to supercharge the development of applications that require embeddings and other ML tasks.
April 9, 2022
7 Basic NLP Models to Empower Your ML Application
Cheatsheet for BERT, XLNet, RoBERTa, ALBERT, StructBERT, T5, and ELECTRA.
March 24, 2022
Accelerating Similarity Search on Really Big Data with Vector Indexing (Part II)
Discover how indexes dramatically accelerate vector similarity search, different index types, and how to choose the right index for your AI application.
March 17, 2022
Top 5 Real-World Applications for Natural Language Processing
From Siri to chatbots, from virtual support agents to knowledge graphs, the applications NLP are ubiquitous in our daily life.
March 1, 2022
Supercharged Semantic Similarity Search in Production
Blazing Fast, Highly Scalable Text-to-Image Search with CLIP embeddings and Milvus
February 28, 2022
Powering Semantic Similarity Search in Computer Vision with State of the Art Embeddings
Easiest ways to perform image-to-image and text-to-image similarity search.
January 24, 2022
Building an Intelligent Video Deduplication System Powered by Vector Similarity Search
Learn how to use a vector database to build an intelligent video deduplication system.
January 5, 2022
How to Best Fit Filtering into Vector Similarity Search?
An easy and integrated filtering solution to make vector similarity search even faster and more accurate.
December 31, 2021
An Intelligent Similarity Search System for Graphical Designers
Get more inspirations for your graphical design using vector similarity search.
December 24, 2021
How to Make Online Shopping More Intelligent with Image Similarity Search?
An Intelligent Image Similarity Search System for Online Shopping.
December 21, 2021
Proximity Graph-based Approximate Nearest Neighbor Search
A research into PG-based ANNS algorithm, which can help us achieve more accurate results without having to compare and evaluate more vectors in the dataset.
December 20, 2021
How to Make Your Wardrobe Sustainable with Vector Similarity Search
A case of applying vector similarity search to the fashion industry.
December 17, 2021
HM-ANN Efficient Billion-Point Nearest Neighbor Search on Heterogeneous Memory
Discover the distinct advantages the novel HM-ANN algorithm offers.
December 10, 2021
Image-based Trademark Similarity Search System: A Smarter Solution to IP Protection
Learn how to apply vector similarity search in the industry of IP protection.
December 6, 2021
DiskANN: A Disk-based ANNS Solution with High Recall and High QPS on Billion-scale Dataset
The paper introduces a state-of-the-art method to perform index building and search on the billion-scale dataset using a single machine with only 64GB of RAM and a large enough SSD.
September 24, 2021
Accelerating Similarity Search on Really Big Data with Vector Indexing
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.
December 5, 2019