Microsoft Company
Zvisinei nekuti iyo pfungwa yekushandisa vector chengetedzo mumainjini ekutsvaga yave ichitenderera kwenguva yakareba, mukuita, kuita kwavo kunokanganiswa nehukuru hwekushandisa kusimba kwekushanda nemavekita uye scalability zvisingakwanisi. Kubatanidza nzira dzekudzidzira dzemuchina wakadzika pamwe neanosvika pedyo nemuvakidzani kutsvaga algorithms kwaita kuti zvikwanise kuunza kuita uye scalability yevector masisitimu kusvika padanho rinogamuchirwa kune makuru ekutsvaga injini. Semuenzaniso, muBing, kune vector index inopfuura mabhiriyoni zana nemakumi mashanu emagetsi, nguva yekutora zvakanyanya mhedzisiro iri mukati me150 ms.
Raibhurari yacho inosanganisira maturusi ekuvaka index uye kuronga mavheti ekutsvaga, pamwe neseti yezvishandiso zvekuchengetedza yakagoverwa online yekutsvaga system inovhara yakakura kwazvo kuunganidzwa kwemavheji.
Iyo raibhurari inoreva kuti iyo data yakagadziriswa uye yakaunzwa muunganidzwa inoumbwa nenzira yeakabatana mavheti anogona kuenzaniswa zvichibva pane.
Panguva imwecheteyo, kutsvaga kwevector hakugumiri pane zvinyorwa uye kunogona kuiswa kune multimedia ruzivo nemifananidzo, pamwe nemasisitimu ekugadzira otomatiki kurudziro. Semuyenzaniso, imwe yemaprototypes yakavakirwa paPyTorch framework yakaisa vector system yekutsvaga zvichienderana nekufanana kwezvinhu mumifananidzo, yakavakwa uchishandisa data kubva kune akati wandei mareferensi akaunganidzwa ane mifananidzo yemhuka, katsi nembwa, izvo zvakashandurwa kuita seti yemavheji. . Kana mufananidzo unouya uchigamuchirwa pakutsvaga, unoshandurwa uchishandiswa muchina wekudzidza muchina muvector, zvichibva pakuti mavectors akafanana anosarudzwa kubva kune index achishandisa SPTAG algorithm uye mifananidzo yakabatanidzwa inodzorerwa semugumisiro.
Source: opennet.ru