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  1. What is a Vector Database? - GeeksforGeeks

    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.

  2. What is a Vector Database & How Does it Work? Use Cases - Pinecone

    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.

  3. What is a Vector Database? Vector Databases Explained - AWS

    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.

  4. What is a vector database? - IBM

    May 27, 2024 · What is a vector database? A vector database stores, manages and indexes high-dimensional vector data. Data points are stored as arrays of numbers called “vectors,” which are …

  5. Vector database - Wikipedia

    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.

  6. Understanding Vector Databases | Microsoft Learn

    May 10, 2024 · To better describe a vector, we need to understand what does dimension mean. A dimension is a way to describe how many directions something can be measured. In physics and …

  7. What Are Vector Databases? Definition And Uses | Databricks

    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 …

  8. Vector Database: What Is It, Use Cases & Examples

    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, …

  9. What is a vector database? - Cloudflare

    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 …

  10. Understanding Vector Databases: What They Are and How They Work

    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.