Sisitemu yo Kwibuka
Sisitemu yo kwibuka abakozi iha abakozi ba AI uburyo bwo kwibuka amakuru arenze idirishya rimwe, kuruhande, amasomo, nimirimo.
Incamake
They matter because durable memory is what turns a stateless chatbot into an assistant that learns your preferences and builds on past work.
Kwibira cyane
Ururimi runini rwicyitegererezo ntirufite ubwenegihugu: iyo ikiganiro kirenze idirishya ryibanze, ibisobanuro byambere byashize. Sisitemu yo kwibuka ikosora ibi kubika amakuru hanze no kugarura ibice bijyanye mugihe bikenewe. Abimenyereza ubusanzwe batandukanya ububiko bwigihe gito (gukora), idirishya ryibihe, uhereye kumyibutsa yigihe kirekire, akenshi igabanyijemo kwibuka episodic yibuka (inyandiko zerekana imikoranire ya kera nibyabaye), kwibuka kumasomo (ibintu hamwe nibyifuzo byerekeranye numukoresha cyangwa isi), hamwe no kwibuka (ubumenyi bwize cyangwa gahunda). Gushyira mubikorwa mubisanzwe ukoresha vector base ikubiyemo inyandiko kandi ikagarura kubisa, rimwe na rimwe bigahuzwa nubushushanyo bwubumenyi bwimibanire yubatswe. Ibice bikomeye ntabwo bibikwa ahubwo ni curation: guhitamo igikwiye kwibuka, kuvuga muri make cyangwa guhuriza hamwe mugihe, kugarura kwibuka neza mugihe gikwiye, no kwibagirwa amakuru ashaje cyangwa avuguruzanya.
Ubushishozi
Umuyoboro usanzwe ushiramo igice cyinyandiko muri vector, ukayibika hamwe na metadata (igihe, inkomoko, ubwoko,), kandi mugihe cyibibazo bikubiyemo icyifuzo cyo kuzana ibintu bisa nkibintu ukoresheje hafi y’ishakisha ry’abaturanyi. Ibyo bice byakuweho byatewe mubisubizo. Kugenzura imikurire, sisitemu yerekana incamake ibyanditswe kera, kugabanywa, no kurwego ukurikije umwanya wongeyeho n'akamaro. Ibishushanyo bimwe byongeramo intambwe yo kugaragariza buri gihe gutandukanya ibiti bibisi murwego rwohejuru rwukuri.
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.
Kazoza k'abakozi bibuka sisitemu
Kwibuka bigenda biva muburyo bwo kugarura inzira igana ku cyiciro cya mbere, cyubatswe muburyo bwo gushushanya abakozi, hamwe no gutandukanya neza ubwoko bwibukwa hamwe na politiki yubuzima bwo kuvugurura no kurangiza ukuri. Tegereza ububiko busanzwe bwa APIs, gukemura neza amakuru avuguruzanya cyangwa ahindagurika, hamwe nigenzura ryibanga ryemerera abakoresha kugenzura no gusiba ibyo umukozi abaziho. Isomo ryingenzi ryubushakashatsi ryerekana niba moderi zishobora guhuza uburambe muburemere bwazo mugihe, bigahindura umurongo uri hagati yibuka hanze no kwiga.
Gushyira mu bikorwa Isi
Umufasha wumuntu wibuka ibyo kurya byawe hamwe na timezone mugihe cyamasomo kugirango utazongera kubivuga.
Umukozi wa coding yibutsa ibyemezo byububiko byumushinga hamwe namasezerano ya coding kuva mucyumweru.
Umukiriya-ushyigikira bot igarura amatike yumukoresha mbere nicyemezo cyo kwirinda gusubiramo intambwe zo gukemura ibibazo.
Umukozi wubushakashatsi (muburyo bwa generator-agent simulation) yerekana nijoro kumurongo wibikorwa byayo, gutandukanya ibintu bibisi mubisobanuro byo murwego rwohejuru bikoresha nyuma.
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
Episodic na Semantic Agent Memory
Ibibazo bikunze kubazwa
What is Agent Memory Systems?
Sisitemu yo kwibuka yibikorwa itanga abakozi ba AI uburyo bwo kwibuka amakuru arenze idirishya rimwe, kuruhande, amasomo, nimirimo. Bifite akamaro kuko kwibuka biramba nibyo bihindura chatbot idafite ubwenegihugu umufasha wiga ibyo ukunda kandi yubaka kubikorwa byashize.
Kuki icyitegererezo cyururimi gikenera sisitemu yo kwibuka hanze?
LLMs idafite ubwenegihugu; iyo ikiganiro kirenze imiterere yidirishya, ibisobanuro byambere biratakara keretse bibitswe hanze.
Ni ubuhe bwoko bwo kwibuka bubika ibintu kandi wize kubyerekeye umukoresha cyangwa isi?
Ububiko bwa semantique bufite ibintu rusange nibyifuzo, mugihe episodic yibuka ifite inyandiko zibyabaye kera.
Ni ubuhe buryo bukoreshwa cyane mu kugarura kwibuka igihe kirekire?
Inyandiko yashyizwe mubice kandi igarurwa nubushakashatsi bwegeranye-hafi-umuturanyi ushakisha, akenshi binyuze mububiko bwa vector.
Ukurikije insanganyamatsiko, nikihe gice gikomeye cya sisitemu yo kwibuka?
Ububiko buhendutse; ikibazo ni uguhitamo, kuvuga muri make, kugarura kwibuka neza, no kwibagirwa amakuru ashaje cyangwa avuguruzanya.
Ni ubuhe buryo 'gutekereza' busanzwe bukora muri sisitemu yo kwibuka?
Gutekereza bihuza imikoreshereze mbisi yinjira murwego rwohejuru rwubusobanuro bwibisobanuro umukozi ashobora gukoresha, nkuko bigaragara mubishushanyo mbonera.