Ntụgharị uche nke eserese
Ụdị ihe atụ nke echiche na-atụgharị uche dị ka netwọk ebe echiche nwere ike jikọta, akaghị, na jikọọ n'efu, ọ bụghị naanị alaka.
Nchịkọta
This lets a model combine insights from different paths and refine them, going beyond the strictly tree-shaped structure of Tree-of-Thoughts.
Ime miri emi
Besta et al tụrụ aro. na 2023, Graph-of-Thoughts (GoT) na-anọchi anya usoro ntụgharị uche dị ka eserese aka ike: ọnụ bụ echiche (ihe ngwọta nke akụkụ) na akụkụ bụ ịdabere n'etiti ha. N'adịghị ka osisi, ebe echiche ọ bụla nwere kpọmkwem otu nne na nna, eserese na-enye ohere ịrụ ọrụ osisi enweghị ike: nchịkọta, ebe a na-ejikọta ọtụtụ echiche n'ime otu ngwọta jikọtara ọnụ, na nhazigharị, ebe echiche na-alaghachi azụ iji meziwanye onwe ya. Nke a dị ike maka nsogbu ndị na-adaba n'ime nsogbu dị ala nke a ga-ejikọtaghachi azịza ha. Maka nhazi na ịtọ ọrụ, GoT nwere ike kewaa ndepụta, dozie iberibe ndị ahụ n'onwe ha, ma chịkọta akụkụ ndị a haziri. Ndị ode akwụkwọ kọrọ na GoT kwalitere nhazi nhazi karịa Osisi-nke echiche mgbe ọ na-ebelata ọnụ ahịa, n'ihi na ijikọ na-eme ka nsonaazụ etiti na-eme nke ọma. Onye njikwa, usoro 'graph of arụmọrụ', yana akara ngosi/ọkwa modul nke mgbanwe na-aga.
Nghọta nka nka
Isi abstraction nke GoT bụ ilele echiche dị ka eserese na usoro ntụgharị uche dị ka mgbanwe eserese: ọgbọ na-agbakwunye ọnụ echiche ọhụrụ, mkpokọta na-ejikọta ọtụtụ ọnụ ọnụ n'ime otu (ya na nsọtụ na-abata site na isi mmalite ọ bụla), na ndozigharị na-emepụta aka aka nke na-emegharị echiche. Ọrụ akara na ọkwa họrọ echiche kacha mma ị ga-edobe, ebe onye njikwa na-eme eserese arụrụ arụ ọrụ. Ikike a jikọtara ọnụ bụ kpọmkwem ihe nne na nna na-enweghị ike ịkọwapụta, ọ bụkwa ihe na-enyere aka ijikọta na ijikọta ngwọta ụfọdụ.
Mmetụta atụmatụ
Ọnụ ego na mmefu ego
Mkpebi ihe owuwu ụlọ na-akwalite arụmọrụ yana ọnụ ahịa ọrụ ruo ọtụtụ afọ.
Mkpebi doro anya
Nkà mmụta nka na-enyere ndị otu egwuregwu aka ịhọrọ nchịkọta ziri ezi, ọ bụghị naanị nke kachasị ọhụrụ.
Quality akara
Nhọrọ injinia ka mma na-ebelata ihe omume ntụkwasị obi na mmepụta.
Ọdịnihu nke ntụgharị uche nke eserese
Eserese-echiche na-arụtụ aka na usoro ntụgharị uche nke na-eme mgbanwe na-edegharị ma na-ejikọta rịzọlt etiti kama ịbụ naanị alaka. Ntụziaka nwere ike na-agụnye ịchọpụta nhazi eserese ziri ezi maka nsogbu na-akpaghị aka kama iji aka chepụta oge ọrụ, mmụta mgbe mkpokọta na-akwụ ụgwọ, na ijikọ echiche eserese na iweghachite, ngwaọrụ na ebe nchekwa mpụga. Ka ntụle oge na-eto eto, na-atụ anya ka usoro ndị na-agwakọta ọchụchọ osisi, nhazi eserese, na ntụgharị uche n'okpuru otu onye na-ahụ maka nhazi nke na-eme ka usoro ahụ dị na ọrụ ahụ.
Mmejuputa n'ezie n'ụwa
Ịhazi ndepụta ogologo site n'ịkewaa ya n'ime iberibe, na-edozi nke ọ bụla iche iche, wee chịkọta nke a haziri n'ime otu nsonaazụ enyere iwu.
Nchịkọta akwụkwọ ebe ewepụtara akụkụ akụkụ nke akụkụ wee jikọta ya na mkpokọta.
Tọọ ọrụ dị ka ọnụ ọgụgụ isi okwu ma ọ bụ nkwụsịtụ, ebe a na-ejikọta nsonaazụ ya site na ọnụ ọnụ.
Na-emezi ihe ngwọta emepụtara kwa oge site n'ịtụgharị echiche azụ site na usoro mmezi ruo mgbe akara ogo ya kwụsịrị imeziwanye.
Ihe ize ndụ & okporo ụzọ nche
Ịkwalite otu akara ngosi nwere ike zoo adịghị ike sistemụ sara mbara.
A na-eledakarị ihe akụrụngwa na ụgwọ ọrụ anya.
Ọdịiche nchekwa na nleba anya nwere ike itolite ka sistemu na-adịwanye mgbagwoju anya.
Map mmejuputa
Kọwaa latency, ịdịmma na ebumnuche ọnụ ahịa tupu mmejuputa ya.
Benchmark n'okpuru ibu dị adị na ọnọdụ data.
Nleba anya akụrụngwa maka mperi, ịkpafu na mmetụta onye ọrụ.
Kwadebe ụzọ nzaghachi azụghachi azụ na ihe omume tupu ịchachaa.
Nọgide na-eme nchọpụta
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Ntuziaka na-esote
Ntụle echiche nke osisi
Ajụjụ a na-ajụkarị
What is Graph-of-Thoughts Reasoning?
Ụdị ihe atụ nke echiche na-atụgharị uche dị ka netwọk ebe echiche nwere ike jikọta, akaghị, na jikọọ n'efu, ọ bụghị naanị alaka. Nke a na-eme ka ihe nlere anya jikọta nghọta sitere na ụzọ dị iche iche wee mezie ha, na-agabiga usoro ihe owuwu nke osisi-nke echiche.
Kedu ihe na-akọwapụta ọdịiche nhazi n'etiti Eserese-echiche na Osisi-nke echiche?
N'ime osisi, echiche ọ bụla nwere otu nne ma ọ bụ nna, mana eserese na-enye ohere nchịkọta (merging) na imezigharị (onwe-loops), na-eme ka njikọ dịkwuo mma.
Na Graph-of-Thoughts, gịnị ka ọrụ 'nchịkọta' na-eme?
Mkpokọta na-ejikọta ọtụtụ echiche ọnụ n'ime otu echiche jikọtara ọnụ, yana akụkụ mbata sitere na echiche isi mmalite ọ bụla.
Kedu ihe 'nyocha' kwekọrọ na eserese GoT?
A na-ahazi nhazigharị dị ka echiche na-eweghachi onwe ya iji mepụta ụdị emelitere.
Kedu ihe kpatara Graph-of-Thoughts ji dabara nke ọma maka ọrụ dị ka ịhazi ndepụta ogologo?
GoT na-ewepụta ndepụta ahụ ka ọ bụrụ nkewa, dozie nke ọ bụla, ma jikọta akụkụ ndị a haziri site na nchịkọta, nke osisi siri ike enweghị ike ịkọwa.
Kedu akụrụngwa na-ahazi eserese-nke echiche na-agba ọsọ?
GoT na-eji njikwa na-emezu eserese arụrụ arụ ọrụ, yana akara akara na modul na-ahọrọ echiche kacha mma.