Omega – Inkundla yokuhlaziya idatha esebenzisa i-AI eyakhiwe yi-Tencent Uyasebenza

I-Omega iyinkundla yokuhlaziya idatha esebenzisa i-AI eyakhiwe yi-Tencent, inguqulo yayo yokuhlola yangaphakathi ibizwa ngokuthi “马尔摩斯 (marmos)”. Leli thuluzi lisebenzisa i-Agent ukushayela lonke uchungechunge lokuhlaziya, livumele abasebenzisi ukuthi basebenzise ulimi lwemvelo ukuze bakhiqize amadeshibhodi edatha asebenzisanayo, ahlelwa kabusha futhi avuselelwa ngezikhathi ezithile, ngaleyo ndlela kufakwe i-AI ngempela ekuhambeni komsebenzi webhizinisi.

Ukukhiqiza ideshibhodi ngokuchofoza okukodwa kusetshenziswa i-AI: Ngemva kokulayisha idatha noma ukuxhuma kusizindalwazi, umsebenzisi uchaza isidingo sokuhlaziya ngomusho owodwa. I-Agent ihlela ngokuzenzakalelayo izinkomba, ikhiqize i-SQL, ikhethe amashadi futhi ihlele ikhasi, ikhiqize i-Dashboard ephelele ngemizuzwana.
Ukuhlela okuphindaphindwayo ngolimi lwemvelo: Kusekela ukulungiswa okunembile kwamadeshibhodi akhona, njengokuthi “shintsha ishadi lesibili libe ishadi lomugqa” noma “engeza isihlungi sesifunda”.
Ukuvumelanisa kokuhlunga okuhlakaniphile: Ngesivumelwano sedatha se-QueryRegistry, ngemva kokushintsha isihlungi uhlelo lubala ngokuzenzakalelayo iqoqo lamashadi athintekayo futhi liwavuselele ngokuvumelanayo.
Ukuxhuma imodeli yencazelo: Kusekela ukuxhunywa kwamamodeli encazelo akhona enkampanini. I-Agent isebenzisa izinkambu ezinengqondo ukukhiqiza i-SemanticQL, bese isevisi yemibuzo iyiguqula ngokuzenzakalelayo ibe yi-SQL ephathekayo.
Ukuqapha, izexwayiso nokuthunyelwa okuhleliwe: Ungasetha imithetho yezexwayiso ehlanganisa amakhadi amaningi kunoma yiliphi ikhadi leshadi, futhi uthumele izithombe-skrini zedatha yakamuva masonto onke noma nyanga zonke. Izimo ezingavamile zaziswa ngokuzenzakalelayo nge-WeCom noma nge-imeyili.
Injini yokubonisa idatha enezitayela eziningi: Inezitayela zokubukeka ezingu-23 nezinjini zokubonisa idatha ezingu-18, ezihlanganisa amadeshibhodi amakhulu esitayela se-cyberpunk, imibiko yansuku zonke yeselula nemibiko yezezimali elula.
Ukuphathwa kwezinguqulo nokusebenzisana: Ukuhlela ngakunye kugcinwa ngokuzenzakalelayo, futhi kusekelwa ukuqhathanisa kwe-diff nokubuyisela emuva. Amadeshibhodi angabelwana ngawo, akopishwe futhi ashicilelwe; izimvume zinikezwa kabusha endaweni okuqondiswe kuyo.

Bhalisa kuwebhusayithi esemthethweni: Vakashela iwebhusayithi ye-Omega https://marmos.qq.com/ ukuze uqedele ukubhalisa nokungena ngemvume.
Xhuma umthombo wedatha: Kukhonsoli, xhuma kusizindalwazi noma ulayishe ifayela le-Excel / CSV elisendaweni.
Qala ingxoxo yokuhlaziya: Faka isidingo sokuhlaziya ebhokisini lengxoxo, njengokuthi “buka ukuthengiswa kwezifunda ezihlukahlukene ngenyanga edlule”. I-AI ifunda i-Schema ngokuzenzakalelayo futhi ihlele izinkomba.
Qinisekisa ukukhiqizwa kwedeshibhodi: Ngemva kokuba i-Agent ikhiqize i-Dashboard, ungashintsha izitayela zokubukeka, uchofoze ishadi ukuze ubuke imininingwane noma ulungise izihlungi.
Thuthukisa ngokuphindaphindwayo ngolimi lwemvelo: Khuluma ngokuqondile ngamashadi ongawanelisekile ngawo, njengokuthi “lishintshe libe ishadi lamabha” noma “yenza imibala ikhanye kancane”. I-AI ithola indawo yokulungisa ngokunembile.
Setha ukuqapha nokuthunyelwa: Edeshibhodi, lungiselela imithetho yezexwayiso yamakhadi edatha abalulekile, bese usetha ukuthunyelwa okuhleliwe masonto onke noma nyanga zonke nge-WeCom noma nge-imeyili.
Yabelana futhi usebenzisane: Chofoza inkinobho yokwabelana ukuze uthumele ideshibhodi eqenjini. Amalungu angayibuka, ayihlele noma aqhubeke nokuhlaziya ngokusekelwe emiphumeleni yamanje ngaphakathi kwemingcele yezimvume.

Uchungechunge lokuhlaziya oluyindilinga noluphelele: Kusukela ekuqondeni idatha, ekuhleleni izinkomba nasekukhiqizeni amashadi kuya ekuqapheni, ezexwayisweni nasekuthumeleni okuhleliwe, luhlanganisa wonke umjikelezo we-BI, hhayi ukuphendula umbuzo owodwa kuphela.
Ukusebenzisana komuntu nomshini okungenazikhala: Ulimi lwemvelo lulungele ukuveza inhloso, i-GUI ilungele ukulungisa ngokunembile, kanti i-Plan Mode ibhala uhlelo lokulungisa kuqala bese ilusebenzisa, igweme ukuthi imiyalo engacacile yonakalise ikhasi lonke.
Idatha ethembekile nokuqhubeka nokusetshenziswa: I-QueryRegistry + DTBridge kuqinisekisa ukuthi ukuvumelanisa kwezihlungi, ukuvuselelwa kwedatha nokuxhunyaniswa kwezinkambu kuhlala kuzinzile futhi kuthembekile, ukuze ideshibhodi iqhubeke nokusebenza ngosuku olulandelayo nangesonto elilandelayo.
Isixazululo esinenani elihle nelilawulekayo: Ungqimba lwemithetho ye-Harness luvimba amaphutha anqunywa ngemithetho, lwenza amamodeli anenani elihle aqedele amadeshibhodi ayinkimbinkimbi ngokuzinza futhi lwehlise izindleko zezingcingo izikhathi ezingu-30.
Ukuphepha nezimvume ezisezingeni lebhizinisi: Ukwakhiwa okungavuzi idatha, ukuhlolwa kokufunda kuphela kwe-AST, ukuhlolwa kwamarekhodi okubili kanye nenketho yokusebenzisa ngokuyimfihlo kuhlangabezana nezidingo zokuphepha kwedatha ezindaweni zokukhiqiza.

Ukuhlaziya ukusebenza kwe-e-commerce: Xhumanisa ngokuzenzakalelayo idatha yama-oda, isitoko, ukugcwaliswa kwama-oda nokumaketha evela ezinhlelweni eziningi, ukhiqize umbiko wamasonto onke futhi uqaphe izimo ezingavamile. NgoMsombuluko ngo-8 ekuseni, umbiko uthunyelwa ngokuzenzakalelayo eqenjini.
Ukuqapha ukusebenza kokuqukethwe: Hlanganisa ukwakheka kwe-UV namazinga okudlalwa kwe-IP ezinkundleni eziningi, ulandele ngokushesha ukushintsha kokusebenza kokuqukethwe, wenze izinqumo zokweseka zisuke “ekuqageleni” ziye “ekubukeni amazinga”.
Umbiko wokusebenza kwezezimali: Lapho i-CEO ibuza i-Financial BP umbuzo ongalindelekile emhlanganweni, ingakhiqiza ngenkulumo ishadi le-P&L waterfall ngaso leso sikhathi, ihlukanise imali engenayo ibe yizici ezingu-7 futhi ivumele idatha ilandele umbuzo.
Ukulawulwa nokususa ukuphindaphindwa kwemikhiqizo: Sebenzisa izigxivizo zeminwe zokuqukethwe ukwenza ukususa ukuphindaphindwa okuyizingqimba ezingu-5, uthole ngokuzenzakalelayo imikhiqizo efanayo ezitolo ezahlukene nemithombo ephindaphindiwe esitolo esisodwa, bese ubeka izinto ezibalulekile ngokweminikelo. Ukulawulwa kusuka “ekuqageleni” kuya “ekubukeni idatha”.
Ukunquma umnikelo wokumaketha: Ngemva komkhankaso omkhulu wokukhushulwa, hlukanisa iziqongo zokusetshenziswa ngezindlela ezintathu: isiteshi, impahla yokumaketha nababukeli. Maka ngokuzenzakalelayo iziteshi ezingasebenzi, bese usebenzisa kabusha inhlanganisela ephumelele kakhulu emkhankasweni olandelayo.