A vector database is any database that can natively store and manage vector embeddings and handle the unstructured data they describe, such as documents, images, video, or audio. With the importance of vector search for generative AI, the tech industry has spawned many specialized, standalone ...
A vector database is a data storage system that organises information in the form of vectors, which are mathematical representations. These databases are designed to store, index, and query vector embeddings or numerical representations of unstructured d
A vector database stores, manages and indexes high-dimensional vector data to be stored as arrays of numbers called “vectors,” clustered based on similarity.
A vector database is an organized collection of vector embeddings that can be created, read, updated, and deleted at any point in time.
As we currently live amid the AI revolution, it is important to understand that a lot of these new applications rely on vector embedding. So let’s learn more about vector databases and why they are important to LLMs. What is a Vector Database?
What is a Vector Database? A vector database is a specialized storage system designed to efficiently handle and query high-dimensional vector data, commonly used in AI and machine learning applications for fast and accurate data retrieval.
(LLMs) that power ChatGPT, Gemini, Microsoft Copilot and other GenAI tools. The databases are a key component in various GenAI applications. For example, a vector database can serve as a knowledge store for updated information that an LLM can access to improve the accuracy of GenAI ...
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 inputs, allowingmachine learningto be used to power search, recommendations, and text generation use-cases. ...
Vector databases have gained a resurgence due to the widespread availability of pre-trained AI models. Although the concept of a vector database has been around for several decades, it is only now, in the age of large language models (LLMs), that vector databases can be used to their full...
A vector database is any database that can natively store and manage vector embeddings and handle the unstructured data they describe, such as documents, images, video, or audio. With the importance of vector search for generative AI, the tech industry has spawned many specialized, standalone ...