Artificial Intelligence
Vector Database
Definition
A vector database stores and retrieves glossaryDataData is raw information collected and stored for analysis, processing, or decision-making.Open glossary term based on vector representations, enabling similarity glossarySearchSearch is the functionality that allows users to find content or information by entering queries. It relies on indexing, metadata, and relevance algorithms to return useful results.Open glossary term and retrieval.
In practice
Used in AI glossarySystemA system is a collection of interconnected components that work together to achieve a specific function or outcome.Open glossary term to find relevant information based on glossaryEmbeddingsEmbeddings are numerical representations of data, such as text or images, that capture meaning and relationships.Open glossary term.
The reality
glossaryPerformancePerformance refers to how quickly and efficiently a system responds to user actions and processes tasks.Open glossary term depends on glossaryIndexingIndexing is the process of organising and storing content in a way that makes it searchable and retrievable. It enables systems to quickly locate relevant information based on queries.Open glossary term, scale, and glossaryData QualityData quality refers to the accuracy, completeness, consistency, and reliability of data.Open glossary term.
Plain English
A database designed to find similar glossaryDataData is raw information collected and stored for analysis, processing, or decision-making.Open glossary term.
FAQ
Common questions
A few practical answers to the questions that usually come up around this term.
What is a vector database?
It is a database that stores and glossarySearchSearch is the functionality that allows users to find content or information by entering queries. It relies on indexing, metadata, and relevance algorithms to return useful results.Open glossary term glossaryDataData is raw information collected and stored for analysis, processing, or decision-making.Open glossary term using vector representations.
Why are vector databases used?
To enable similarity glossarySearchSearch is the functionality that allows users to find content or information by entering queries. It relies on indexing, metadata, and relevance algorithms to return useful results.Open glossary term and retrieval.
How do vector databases work?
By comparing numerical representations of glossaryDataData is raw information collected and stored for analysis, processing, or decision-making.Open glossary term.
Where are vector databases used?
In AI, glossarySearchSearch is the functionality that allows users to find content or information by entering queries. It relies on indexing, metadata, and relevance algorithms to return useful results.Open glossary term, and recommendation glossarySystemA system is a collection of interconnected components that work together to achieve a specific function or outcome.Open glossary term.
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