Spanner Powered Large Generative AI and Similarity Search

Spanner, a fully managed, highly available distributed database service from Google Cloud

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Google added exact closest neighbor (KNN) search to vector embeddings in preview, allowing enterprises to develop generative AI at almost infinite scale

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Google discusses how vector search can improve general artificial intelligence applications

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They also discuss the operational benefits of Spanner over a vector database

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Generative AI enables personalized conversational virtual assistants and text-based content creation

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Suppose a financial institution uses a virtual assistant to answer client questions, manage accounts, and recommend financially tailored solutions

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The customer’s decision-making process may take place across many chat sessions with the virtual assistant in complicated settings

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When serving many customers, vector workloads like the financial virtual assistant example above can grow very large

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Vector search skills are in demand due to Gen AI Fore More Details Vist Govindhtech.com

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