Oct 9, 2025 · What is a Vector Database? A vector database is a specialized type of database designed to store, index and search high dimensional vector representations of data known as embeddings.

May 3, 2023 · A vector database indexes and stores vector embeddings for fast retrieval and similarity search, with capabilities like CRUD operations, metadata filtering, horizontal scaling, and serverless.

May 27, 2024 · Data points are stored as arrays of numbers called “vectors,” which are clustered based on similarity. This design enables low-latency queries, making it ideal for AI applications.

Vector databases provide the ability to store and retrieve vectors as high-dimensional points. They add additional capabilities for efficient and fast lookup of nearest-neighbors in the N-dimensional space.

May 10, 2024 · In simple words, a vector is like an arrow. You can use the arrow to learn where things are in a space, and the arrow shows both the distance and the direction. A vector space is a set of …

A vector database, vector store or vector search engine is a database that uses the vector space model to store vectors (fixed-length lists of numbers) along with other data items.

What is a vector database? A vector database is a specialized database designed to store and manage data as high-dimensional vectors. The term comes from vectors, which are mathematical …

Apr 13, 2025 · Definition of a Vector Database. A vector database is a specialized type of database designed to efficiently store, manage, and retrieve high-dimensional vector representations of data.

Aug 21, 2025 · According to Oracle, a “vector database is any database that can natively store and manage vector embeddings and handle the unstructured data they describe, such as documents, …

What is a vector database? A vector database is a collection of data stored as mathematical representations. Vector databases make it easier for machine learning models to remember previous …