AI向量搜索：最新进展与未来展望 [LRN2884].pdf

1、The following is intended to outline our general product direction.It is intended for information purposes only,and may not be incorporated into any contract.It is not a commitment to deliver any material,code,or functionality,and should not be relied upon in making purchasing decisions.The developm

2、ent,release,timing,and pricing of any features or functionality described for Oracles products may change and remains at the sole discretion of Oracle Corporation.1Copyright 2025,Oracle and/or its affiliatesAI Vector SearchWhats New and Whats NextTirthankar LahiriSVP of AI Engines and Mission-Critic

3、al TransactionsOracle Database Maria ColganVP of PM AI Engines and Mission-Critical TransactionsOracle Database Today,databases are great at performing precise,value-based searches on structured business dataCopyright 2025,Oracle and/or its affiliatesFind revenue by products for this fiscal year3DB/

4、APPDATAOrdersCustomerrecordsProductsTDB/APPDATAOrdersCustomerrecordsProductsSEMI-STRUCTUREDMedical formsInvoicesUNSTRUCTUREDSocial dataimagesVideosPhone call scriptsThe“all data”opportunityJSONCopyright 2025,Oracle and/or its affiliatesEnterprises are facing a growing need to search both unstructure

5、d and structured business data,by their semantics or meaningFind products that match a photo or a text description4TAI Vector SearchCopyright 2025,Oracle and/or its affiliates5A new breakthrough technology to search documents,images,and other structured and unstructured data based on their semantic

6、content,rather than their words or pixelsTVector3342162150AI Vector Search works by representing the semantic content of a document,image,video,or even relational data as a sequence of numbers,called a vectorDevelopers create a vector for data by invoking a deep-learning model referred to as an embe