向量数据库 (Vector Database) 是一种专门用于存储和处理向量数据的数据库。向量是一种由数字组成的数组,通常用于表示文本、图像、音频等数据的特征。向量数据库可以快速地搜索和分析向量数据,从而实现相似性搜索、聚类、分类等任务。 向量数据库通常使用基于向量相似性搜索的算法,如 K-近邻搜索、欧几里得距离等。这些...
- [IBM vector database](What is an vector database? | IBM)
In a vector database, the vectors are typically stored along with their associated metadata, such as labels, identifiers, or any other relevant information. The database is optimized for efficient storage, retrieval, and querying of vectors based on their similarity or distance to other vectors. ...
search api search-engine database ai fuzzy-search full-text-search vectors instantsearch semantic-search enterprise-search geosearch typo-tolerance site-search faceting search-as-you-type vector-search app-search vector-database hybrid-search Updated Apr 22, 2025 Rust Mintplex-Labs / anything-llm...
the global Vector Database market size is expected to grow from USD 1.5 billion in 2023 to USD 4.3 billion by 2028 at a CAGR of 23.3% during the forecast period. As AI and machine learning applications grow, vector databases are crucial in storing and querying high-dimensional data, such ...
Data consistency, scalability, and performance are critical for data-intensive applications, which is why OpenAI chose to build the ChatGPT service on top of Azure Cosmos DB. You, too, can take advantage of its integrated vector database, as well as its single-digit millisecond response times,...
Back up data directly on the device to enable on-device failover and disaster recovery. On-device encryption Data is secured on the device using 256-bit AES full database encryption. Predictive queries Call ML models within your apps to enable real-time AI that analyzes data at the point of...
A vector database determines what other data (represented as vectors) is near your input query. This allows you to build different use-cases on top of a vector database, including: Semantic search, used to return results similar to the input of the query. ...
A vector database is an organized collection of vector embeddings that can be created, read, updated, and deleted at any point in time. Vector embeddings represent chunks of data, such as text or images, as numerical values. What is an Embedding Model?
A vector database is a type of database that stores data as high-dimensional vectors, which are mathematical representations of features or attributes. Each vector has a certain number of dimensions, which can range from tens to thousands, depending on the complexity and granularity of the data...