Episodic da Semantic Agent Memory
Ma'aikatan AI suna buƙatar nau'ikan ƙwaƙwalwar ajiya na dogon lokaci guda biyu: ƙwaƙwalwar episodic don takamaiman abubuwan da suka faru da suka gabata da ƙwaƙwalwar ma'ana don ainihin gaskiya.
Dubawa
An aro daga ilimin halin ɗan adam, wannan rarrabuwar ta ba wa wakilai damar tuna abin da ya faru kuma su san abin da ke gaskiya.
Zurfafa nutsewa
Samfurin harshe shi kaɗai ba shi da ƙasa: da zarar zance ya gungurawa tagar mahallinsa, sai ya manta. Don gina wakilai waɗanda ke dawwama a cikin zaman, masu haɓakawa suna ƙara ƙwaƙwalwar ajiyar waje da aka yi wahayi ta hanyar fahimtar ɗan adam. Ƙwaƙwalwar Episodic tana adana takamaiman abubuwan gogewa na lokaci ("a ranar Talata mai amfani ya ce sun fi son tarurrukan safiya"), yayin da ɗakunan ajiya na ma'amala da ma'ana, ilimi na gabaɗaya ("wannan mai amfani mai cin ganyayyaki ne"). A aikace ana adana waɗannan a cikin ma'ajin bayanai na vector da kuma shagunan da aka tsara. Lokacin da wakili ya buƙaci yin aiki, yana tambayar ƙwaƙwalwar ajiya, ya dawo da abubuwan da suka fi dacewa, kuma ya saka su cikin gaggawar. A tsawon lokaci, abubuwan da aka maimaita su suna haɓaka su zama tabbatattun tabbatattun tatsuniyoyi, suna nuna yadda mutane ke juyar da gogewa zuwa ilimi.
Fahimtar Fasaha
Yawancin lokaci ana adana abubuwan tunawa azaman abin haɗawa: ana juyar da rubutu zuwa vector wanda ke ɗaukar ma'ana, sannan a adana shi a cikin ma'ajin bayanai. A lokacin tambaya wakilin yana shigar da halin da ake ciki kuma yana dawo da maƙwabta mafi kusa ta hanyar kamanni. Shigarwar Episodic tana kiyaye tambura na lokaci da mahallin tushe; An ƙaddamar da shigarwar fassarar fassarar taƙaice. Tsarin haɓakawa lokaci-lokaci yana sake rubuta gungu na sassan cikin takaitattun bayanai, yana hana kantin sayar da balloon da rage dawo da masu cin karo da juna.
Dabarun Tasiri
Kudin da kasafin kuɗi
Hukunce-hukuncen gine-gine suna haifar da aiki da tsadar aiki na shekaru.
Shawarwari masu haske
Ilimin fasaha yana taimaka wa ƙungiyoyi su zaɓi tari mai kyau, ba kawai sabon abu ba.
Kula da inganci
Zaɓuɓɓukan injiniya mafi kyau suna rage abin dogaro a cikin samarwa.
Makomar Ƙwaƙwalwar Episodic da Wakilin Semantic
Ƙwaƙwalwar ajiya tana zama mai bambanta ga mataimakan AI na sirri. Yi tsammanin daidaitattun matakan ƙwaƙwalwar ajiya waɗanda ke rayuwa a cikin ƙa'idodi, mafi wayo da manufofin mantawa waɗanda ke ɓata mahimmin shigarwar ƙima ko ƙarancin ƙima, da tsarin ƙwaƙwalwar ajiya waɗanda ke adana ƙwarewar sake amfani da su, ba kawai gaskiya ba. Keɓantawa da sarrafa mai amfani zai zama tsakiya: mutane za su so su bincika, gyara, da share abin da wakili ke tunawa. Bincike kuma yana magance rikice-rikicen ƙwaƙwalwar ajiya, inda sabbin bayanai yakamata su ƙetare tsoffin imani ba tare da goge tarihi mai amfani ba.
Aiwatar da Gaskiyar Duniya
Mataimakin codeing yana tuna cewa aikinku yana amfani da TypeScript da tsarin gwajin da kuka fi so a duk zaman
Bot mai goyan bayan abokin ciniki yana tunawa da takamaiman tikitin da ya gabata (episodic) da matakin asusun ku (nazari)
Mataimaki na sirri wanda ke ƙarfafa mutane da yawa "Na yi salati" ya ambaci gaskiyar cewa kai mai cin ganyayyaki ne.
Wakilin bincike wanda ke adana binciken daga tambayoyin da aka yi a baya don kada ya maimaita binciken yanar gizo iri ɗaya
Hatsari & Tsare-tsare
Haɓaka ma'auni ɗaya na iya ɓoye manyan raunin tsarin.
Sau da yawa ana raina kayan more rayuwa da kuma kuɗin kulawa.
Tsaro da gibin lura na iya girma yayin da tsarin ke ƙara haɓaka.
Taswirar Hanya
Ƙayyade latency, inganci, da maƙasudin farashi kafin aiwatarwa.
Alamar ma'auni a ƙarƙashin ainihin kaya da yanayin bayanai.
Kula da kayan aiki don kurakurai, ɗigo, da tasirin mai amfani.
Shirya bijirowa da hanyoyin mayar da martani kafin sikeli.
Ci gaba da Bincike
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Jagora na gaba
Agent Memory Systems
Tambayoyin da ake yawan yi
Menene Episodic da Semantic Agent Memory?
Ma'aikatan AI suna buƙatar nau'ikan ƙwaƙwalwar ajiya na dogon lokaci guda biyu: ƙwaƙwalwar episodic don takamaiman abubuwan da suka faru da suka gabata da ƙwaƙwalwar ma'ana don ainihin gaskiya. An aro daga ilimin halin ɗan adam, wannan rarrabuwar ta ba wa wakilai damar tuna abin da ya faru kuma su san abin da ke gaskiya.
Mene ne bambanci tsakanin episodic da ƙwaƙwalwar ƙwaƙwalwa a cikin wakili na AI?
Ƙwaƙwalwar Episodic tana riƙe takamaiman abubuwan da aka hatimi na lokaci, yayin da ƙwaƙwalwar tauraro tana riƙe da ruɗani na gama-gari, yana nuna bambancin ɗan adam.
Me yasa ƙirar harshe a sarari suke buƙatar ƙwaƙwalwar waje kwata-kwata?
Samfurin kawai yana ganin abin da ya dace a cikin taga mahallinsa; da zarar zance ya gungurawa, ba ya nan sai dai idan an adana shi a waje.
Ta yaya ake adana ƙwaƙwalwar ajiya don maidowa da sauri?
Ana juyar da rubutu zuwa na'ura mai kwakwalwa kuma ana adana shi a cikin ma'ajin bayanai na vector, yana ba da damar bincika tushen kamanni.
A lokacin tambaya, ta yaya wakili ke samun abubuwan da suka dace?
Wakilin yana haɗa mahallin halin yanzu kuma yana maido da mafi kusa da adanawa, yawanci ta hanyar kamanni.
Menene 'ƙarfafa' ke yi don ƙwaƙwalwar wakili?
Haɗin kai yana taƙaita yawancin shigarwar abubuwan da ke da alaƙa a cikin tabbatattun tabbatattu, yana rage rikice-rikice da sabani, kamar yadda mutane ke ƙirƙirar ilimi daga gogewa.