An introduction to the concepts related to vector database.
December 23, 2021
Why consensus-based replication algorithm is not the silver bullet for achieving data consistency in distributed databases?
May 16, 2022
What are embeddings and how are they used in modern ML algorithms and pipelines
April 30, 2022
We aim to supercharge the development of applications that require embeddings and other ML tasks.
April 9, 2022
Cheatsheet for BERT, XLNet, RoBERTa, ALBERT, StructBERT, T5, and ELECTRA.
March 24, 2022
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
From Siri to chatbots, from virtual support agents to knowledge graphs, the applications NLP are ubiquitous in our daily life.
March 1, 2022
Blazing Fast, Highly Scalable Text-to-Image Search with CLIP embeddings and Milvus
February 28, 2022
Easiest ways to perform image-to-image and text-to-image similarity search.
January 24, 2022
Learn how to use a vector database to build an intelligent video deduplication system.
January 5, 2022
An easy and integrated filtering solution to make vector similarity search even faster and more accurate.
December 31, 2021
Get more inspirations for your graphical design using vector similarity search.
December 24, 2021
An Intelligent Image Similarity Search System for Online Shopping.
December 21, 2021
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
A case of applying vector similarity search to the fashion industry.
December 17, 2021
Discover the distinct advantages the novel HM-ANN algorithm offers.
December 10, 2021
Learn how to apply vector similarity search in the industry of IP protection.
December 6, 2021
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
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