![What is the K-Nearest Neighbors (KNN) Algorithm in Machine Learning?](https://assets.zilliz.com/large_Zilliz_Blog_14_Oct_fdd705c5ee.png)
Engineering
What is the K-Nearest Neighbors (KNN) Algorithm in Machine Learning?
KNN is a supervised machine learning technique and algorithm for classification and regression. This post is the ultimate guide to KNN.
![Using Your Vector Database as a JSON (or Relational) Datastore](https://assets.zilliz.com/large_Mar_06_Using_Your_Vector_Database_as_a_JSON_or_Relational_Datastore_1_1_908a2e8149.png)
Engineering
Using Your Vector Database as a JSON (or Relational) Datastore
This simple guide walks you through using your vector database to store and search your structured data.
![The Best Vector Database Just Got Better](https://assets.zilliz.com/large_JAN_24_3_use_cases_driving_the_latest_release_1_59c297ae46.png)
Product
The Best Vector Database Just Got Better
Zilliz Cloud's new features drive huge business impact for real-world use cases like autonomous agents, recommenders, and AI-powered drug discovery.
![Introduction to Vector Similarity Search](https://assets.zilliz.com/large_Introduction_to_Vector_Similarity_Search_2af599462f.png)
VectorDB 101
Introduction to Vector Similarity Search
Learn what vector search is and the metrics pertinent to decide the distance (or similarity) between objects.
![Frank Liu: Why I Joined a Vector Database Company](https://assets.zilliz.com/large_Why_I_joined_Zilliz_Frank_Liu_53b201cf8c.png)
Company
Frank Liu: Why I Joined a Vector Database Company
My stories with machine learning, vector searching, and Zilliz
![Everything You Need to Know about Vector Index Basics](https://assets.zilliz.com/large_Vector_Index_Basics_and_the_Inverted_File_Index_ee977529e5.png)
VectorDB 101
Everything You Need to Know about Vector Index Basics
This tutorial analyzes the components of a modern indexer before going over two simplest indexing strategies - flat indexing and inverted file (IVF) indexes.
![Scalar Quantization and Product Quantization](https://assets.zilliz.com/large_Mar_28_Vector_Database_101_Scalar_Quantization_and_Product_Quantization_56ba821c40.png)
VectorDB 101
Scalar Quantization and Product Quantization
A hands-on dive into scalar quantization (integer quantization) and product quantization with Python.
![How Zilliz Cloud Protects Your Data](https://assets.zilliz.com/large_Zilliz_Blog_a453a333af.png)
Product
How Zilliz Cloud Protects Your Data
Here at Zilliz, we take data security very seriously. Learn how Zilliz Cloud protects your data.
![How to Integrate OpenAI Embedding API with Zilliz Cloud](https://assets.zilliz.com/large_20230111_162854_6690ae1508.png)
Product
How to Integrate OpenAI Embedding API with Zilliz Cloud
We are proud to announce that we'll be providing embedding model integrations - a way to connect your Milvus and/or Zilliz Cloud database to open source or paid embedding models.