Vector Database Instance

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A Vector Database Instance is a database instance that stores and manages high-dimensional vector data (arrays of numbers representing points in a high-dimensional space).



References

2024

  • GPT-4
    1. Vector Database Instance for Text Data: Instances in vector databases can store and manage high-dimensional vector data derived from text, such as the `dbpedia-openai-1M-angular` dataset with 1 million vectors and 1536 dimensions, for natural language processing tasks.
    2. Vector Database Instance for Image Data: Vector databases also support instances for storing and analyzing image data, utilizing vectorization to focus on essential image features and improving processes like traffic management through efficient image analysis.