Umukozi RAG
Umukozi RAG azamura ibisekuruza bisanzwe-byongerewe ibisekuruza areka umukozi uhitamo igihe, iki, ninshuro zishakisha mbere yo gusubiza.
Incamake
Instead of one fixed lookup, it reasons, retrieves, and refines in a loop.
Kwibira cyane
Ibisekuruza bya kera-byongerewe ibisekuru (RAG) bikora ikintu kimwe: fata ikibazo cyumukoresha, uzane ibyangombwa bike mububiko bwa vector, hanyuma ubishyire mubisubizo. Intumwa RAG ifata kugarura icyemezo gifatika. Intumwa ibanza kumenya niba ikeneye gushakisha, ikibazo cyo gukoresha, ninkomoko yo kubaza. Irashobora gucamo ikibazo gikomeye mubibazo bito, kugarura kuri buri, gusuzuma niba ibisubizo bihagije, no kongera gushakisha hamwe nibibazo binonosoye niba atari byo. Irashobora kunyura hagati yubumenyi bwinshi, guhamagara gushakisha kurubuga, cyangwa gukoresha SQL base base bitewe nikibazo. Iyi myitwarire itera, guhitamo ibikoresho ikemura ibibazo byinshi-hop ('Ninde mubakiriya bacu muri Texas wiyandikishije nyuma yo guhindura politiki?') Ko RAG isasu rimwe risubiza nabi, ku kiguzi cyo guhamagarwa kwicyitegererezo no gutinda.
Ubushishozi
Intumwa ifata abagarura ibikoresho. Kuri buri cyiciro kirashobora guhitamo igikorwa cyo kugarura, kugenzura uduce twagarutse, gusuzuma akamaro kacyo, no gufata icyemezo cyo gusubiza cyangwa kongera kubaza icyifuzo kibivuguruye. Umuzingo ufite imiterere yo guhagarara (ibimenyetso bihagije, cyangwa intambwe ntarengwa) igenzura ibyerekanwa. Ibishushanyo bimwe byongeramo intambwe yo gushungura muyungurura ibice bidafite aho bihuriye mbere yisekuru, bikagabanya amahirwe icyitegererezo cyayobejwe nurwego rutari ingingo.
Ingaruka z'Ingamba
Build choices
Igishushanyo-cy-urwego rugena niba AI itezimbere ibisubizo nyabyo.
Itsinda hamwe nakazi
Guhuza ibikorwa byiza bikora umusaruro wunguka abakoresha bashobora kwizera.
Risk and safety
Gukoresha neza ibibazo bigabanya umunaniro wimpinduka hamwe ningaruka zo gushyira mubikorwa.
Ejo hazaza h'abakozi ba RAG
Agentic RAG ihuza hamwe nuburyo bwagutse bwabakozi: kugarura bihinduka igikoresho kimwe muri benshi, hamwe na calculatrice, gukora code, na APIs. Tegereza neza ubwenge bwo kubaza ibibazo, kwishyiriraho amanota y'ibimenyetso byakuweho, no kubika ibyashize kugirango ugabanye ibiciro. Inzira nziza yo guhitamo izemerera umukozi umwe gukuramo inyandiko zimbere, urubuga, hamwe nububiko bwububiko mubisubizo bimwe. Impagarara nyamukuru, ubunyangamugayo nubukererwe nigiciro, bizatwara sisitemu yo guhuza n'imikorere ikoresha ibintu byinshi biremereye byo kugarura gusa mugihe ikibazo kibyemeje.
Gushyira mu bikorwa Isi
Umufasha wumushinga uhitamo niba wabaza HR igitabo, codebase wiki, cyangwa ububiko bwa SQL bushingiye kubibazo.
Umufasha wubushakashatsi ugabanya 'kugereranya ibiyobyabwenge A nibiyobyabwenge B ingaruka mbi mubushakashatsi bubiri, bigarura buri kimwe, hanyuma bigahuza.
Inkunga yo kugarura inyandiko, abacamanza ntibihagije, ivugurura ikibazo, kandi irongera ishakisha mbere yo gusubiza.
Igikoresho cyemewe gikora ibintu byinshi-hop, gushaka ingingo, hanyuma ushakisha amabwiriza yerekeza.
Ingaruka & Kurinda
Gutangiza inzira yamenetse birashobora kongera ibibazo bihari.
Amakipe arashobora gukora cyane kandi agakuraho ibitekerezo byabantu bikenewe.
Ubwiza burashobora gutemba niba ibisubizo bidahwema gusuzumwa.
Igishushanyo mbonera
Shushanya ibikorwa byubu hanyuma umenye intambwe-yo guterana hejuru.
Sobanura aho abantu bagenzura mbere yo kwikora byuzuye.
Hugura abakoresha kubisobanuro, inzira zo kuzamuka, hamwe nubuziranenge.
Kurikirana ibisubizo-urwego rwibisubizo kugirango wemeze agaciro karambye.
Komeza Ubushakashatsi
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Ubuyobozi bukurikira
RAG
Ibibazo bikunze kubazwa
What is Agentic RAG?
Umukozi RAG azamura ibisekuruza bisanzwe-byongerewe ibisekuruza areka umukozi uhitamo igihe, iki, ninshuro zishakisha mbere yo gusubiza. Aho kugirango ushishoze neza, biratera, kugarura, no gutunganya neza.
Ni irihe tandukaniro nyamukuru riri hagati ya RAG ya agent na RAG gakondo?
Classic RAG ikora ubushakashatsi bumwe; umukozi RAG ifata kugarura ibyemezo bifatika, itera igenzurwa na agent.
Nigute agent RAG ikemura ikibazo kitoroshye-hop?
Kwangirika mubibazo bito no kugarura ibimenyetso kuri buri kimwe nimbaraga zingenzi za agent RAG.
Muri agent RAG, retrievers isobanurwa neza nkiki kuri agent?
Intumwa ifata buri kugarura nkigikoresho kandi igahitamo niba nuburyo bwo kuyikoresha kuri buri murongo.
Intambwe idahwitse 'gutondekanya' ikora muri agent RAG?
Gutondekanya akamaro k'ibice byakuweho bigabanya ingaruka ziterwa n'imiterere itari ingingo iyobya icyitegererezo.
Ni ikihe giciro nyamukuru cya agent RAG ugereranije na RAG imwe imwe?
Gutekereza neza no kugarura inshuro nyinshi kunoza ibisubizo ariko ongeraho ubukererwe nigiciro.