Ụkpụrụ ReAct Agent
ReAct (Reasoning and Acting) bụ ụkpụrụ imewe ebe ihe atụ AI na-etinye ntụzịaka site na nzọụkwụ site na iji omume dị mkpa dị ka ịkpọ oku ma ọ bụ ịchọ.
Nchịkọta
It matters because it lets language models tackle multi-step problems and ground their answers in real, up-to-date information instead of guessing.
Ime miri emi
Ewebata ya na akwụkwọ nyocha nke 2022, ReAct na-ejikọta echiche abụọ ejiribu ụzọ dị iche iche: echiche nke echiche (ihe nlereanya 'na-eche n'olu dara ụda') na iji ngwá ọrụ (ihe nlereanya na-eme ihe). N'ime loop ReAct, ihe nlereanya ahụ na-ewepụta echiche na-akọwa atụmatụ ya, ihe omume dị ka ajụjụ ọchụchọ ma ọ bụ oku API, wee nweta Observation, nsonaazụ nke omume ahụ. Ọ na-emegharị okirikiri nke Echiche-Action-Observation, na-emelite echiche ya ka ozi ọhụrụ na-abịarute, ruo mgbe ọ ga-enye azịza ikpeazụ. Nkwekọrịta a na-eme ka ihe nlereanya ahụ kpebie ihe ọ ka kwesịrị ịma wee gaa nweta ya. ReAct ghọrọ ụkpụrụ ntọala maka ndị nnọchite AI nke ọgbara ọhụrụ ma na-akwado ọtụtụ usoro ndị nnọchi anya ejiri wuo ndị enyemaka na-achọgharị, na-ajụ ọdụ data, ma na-arụ ọrụ ngwanrọ.
Nghọta nka nka
A na-emejuputa ReAct site na mkpali: a na-egosipụta ihe nlereanya a ma wepụta ederede dị ka 'Thought:...', 'Action: search[question]', mgbe ahụ, usoro ahụ na-atụgharị ihe omume ahụ, na-arụ ọrụ nke ọma, ma na-azụghachi 'Observation: ...'. N'ihi na akara ntụgharị uche jikọtara ya na nleba anya gbadoro ụkwụ na ya, ihe nlereanya ahụ nwere ike mezie usoro ahụ wee belata nhụsianya ma e jiri ya tụnyere usoro echiche dị ọcha. Loop ahụ na-aga n'ihu ruo mgbe ihe nlereanya ahụ wepụta ihe omume 'Mechaa' na azịza ya, yana oke nkwụsị nke na-echedo loops enweghi ngwụcha.
Mmetụta atụmatụ
Mee nhọrọ
Nhazi ọkwa-ngwa na-ekpebi ma AI ọ na-eme ka ezigbo nsonaazụ.
Team na usoro ọrụ
Ngwakọta arụmọrụ dị mma na-emepụta uru nrụpụta ọrụ ndị ọrụ nwere ike ịtụkwasị obi.
Ihe ize ndụ na nchekwa
Usoro eji eme ihe nke ọma na-ebelata ike ọgwụgwụ mgbanwe na ihe ize ndụ mmejuputa.
Ọdịnihu nke ụkpụrụ onye nnọchi anya ReAct
ReAct ka bụ isi echiche, mana ndị ọrụ ọhụrụ na-agbatị ya site na atụmatụ doro anya, ebe nchekwa gafere usoro, ntụgharị uche onwe onye na ọdịda, na oku ngwaọrụ yiri ya kama ịbụ otu ihe n'otu oge. Ụdị dị n'ihu na-esiwanye ike na-eme echiche a n'ụdị ala kama site na mkpali aka edere. Na-atụ anya mgbake njehie siri ike karị, nkwenye ka mma nke nzọụkwụ ọ bụla, yana ụkpụrụ ngwakọ nke na-agwakọta akaghị omume ReAct na atụmatụ dị n'ihu maka ọrụ dị mgbagwoju anya, ogologo oge dị ka nyocha na injinịa ngwanrọ.
Mmejuputa n'ezie n'ụwa
Onye enyemaka na-aza ajụjụ na-achọgharị webụ, gụọ nsonaazụ, megharịa ajụjụ ya, wee chọọ ya ọzọ tupu ọ zaa ajụjụ eziokwu nwere akụkụ ọtụtụ.
Onye na-akwado ndị ahịa na-eche echiche gbasara okwu onye ọrụ, na-akpọ API nyocha ihe, na-ahụ ọkwa usoro, wee kpebie ma ọ ga-enye nkwụghachi.
Onye na-ahụ maka koodu na-agụ ozi njehie, kpebie faịlụ nke ọ ga-enyocha, na-eme iwu, lelee mmepụta ya, wee na-emegharị ruo mgbe ule gafere.
Ihe nyocha data bot na-akọwa ajụjụ, na-ajụ nchekwa data, hụ ahịrị ndị eweghachiri, yana ihe kpatara ma ọ dị mkpa ajụjụ ọzọ.
Ihe ize ndụ & okporo ụzọ nche
Ime ka usoro gbajiri agbaji nwere ike ịbawanye nsogbu ndị dị adị.
Otu dị iche iche nwere ike megharịa ma wepụ ikpe mmadụ chọrọ.
Ogo nwere ike ịfegharị ma ọ bụrụ na enyochaghị nsonaazụ ya.
Map mmejuputa
Map usoro ọrụ dị ugbu a wee chọpụta usoro mgbagha kachasị elu.
Kọwaa ebe nlele mmadụ tupu akpaaka zuru oke.
Zụlite ndị ọrụ na mkpali, ụzọ mmụba, na ụkpụrụ ịdị mma.
Soro nsonaazụ ọkwa-ọrụ iji kwado uru na-adịgide adịgide.
Nọgide na-eme nchọpụta
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Ntuziaka na-esote
Ndị ọrụ nhazi-Executor
Ajụjụ a na-ajụkarị
What is ReAct Agent Pattern?
ReAct (Reasoning and Acting) bụ ụkpụrụ imewe ebe ihe atụ AI na-etinye ntụzịaka site na nzọụkwụ site na iji omume dị mkpa dị ka ịkpọ oku ma ọ bụ ịchọ. Ọ dị mkpa n'ihi na ọ na-ahapụ ụdị asụsụ ka ọ dozie nsogbu ọtụtụ nzọụkwụ wee wepụta azịza ha n'ezie na ozi ọhụrụ kama ịkọ nkọ.
Kedu ike abụọ ka ụkpụrụ ReAct jikọtara?
ReAct na-anọchi anya Reasoning na Acting; ọ na-eme ka a na-atụgharị uche n'usoro n'omume dị ka oku ngwaọrụ.
Kedu ihe atọ a na-emegharị ugboro ugboro nke loop ReAct?
ReAct loop na-agbagharị site na echiche (atụmatụ), ihe omume (oku ngwaọrụ), na nlele (nsonaazụ), na-emegharị ruo mgbe emechara.
Kedu ihe bụ 'Observation' na ReAct loop?
Ihe nleba anya bụ nzaghachi sistemu na-eweghachi mgbe emechara ihe omume a họọrọ nke ihe nlereanya ahụ, nke ihe nlereanya ahụ tụgharịrị.
Kedu ihe kpatara ReAct nwere ike iji belata nhụhụhụhụhụhụhụhụhụ anya ma e jiri ya tụnyere echiche echiche dị ọcha?
Site n'iji ezigbo nleba anya sitere na ngwaọrụ na-atụgharị uche, ihe nlereanya ahụ nwere ike ịlele eziokwu yana usoro ziri ezi kama imepụta azịza.
Kedu otu esi emejuputa ReAct na omume?
A na-enwetakarị ReAct site na mkpali: ihe nlereanya a na-ewepụta ederede echiche na ihe omume, yana koodu gbara ya gburugburu na-atụgharị ihe omume ahụ, na-arụ ọrụ ahụ, wee weghachi nlele ahụ.