Synthesis of Quantum Vector Databases Based on Grovers Algorithm

• URL: http://arxiv.org/abs/2306.15295v2
• Date: Wed, 4 Oct 2023 21:04:51 GMT
• Title: Synthesis of Quantum Vector Databases Based on Grovers Algorithm
• Authors: Cesar Borisovich Pronin, Andrey Vladimirovich Ostroukh
• Abstract summary: This paper describes a method for using Grovers algorithm to create a quantum vector database. The database stores embeddings based on Controlled-S gates, which represent a binary numerical value.
• Score: 0.0
• License: http://creativecommons.org/licenses/by/4.0/
• Abstract: This paper describes a method for using Grovers algorithm to create a quantum vector database, the database stores embeddings based on Controlled-S gates, which represent a binary numerical value. This value represents the embeddings value. The process of creating meaningful embeddings is handled by a classical computer and the search process is handled by the quantum computer. This search approach might be beneficial for a large enough database, or it could be seen as a very qubit-efficient (super dense) way for storing data on a quantum computer, since the proposed circuit stores many embeddings inside one quantum register simultaneously.

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