Kuribayashi
LangChain nisoko rifunguye (hamwe nisosiyete) yo kubaka porogaramu ikoreshwa nururimi runini.
Incamake
It provides reusable building blocks for chaining LLM calls, connecting to data and tools, and orchestrating multi-step agents.
Kwibira cyane
Yatangijwe na Harrison Chase mu Kwakira 2022, mbere gato yuko ChatGPT itera imbere, LangChain yabaye urwego ruzwi cyane rwo gukoresha LLMs mubikorwa nyabyo. Icyibanze ni uko porogaramu zingirakamaro za LLM ari gake cyane ikibazo kimwe; bahuza urunigi rw'icyitegererezo guhamagara, kugarura inyandiko, guhamagara APIs, gusesengura ibisubizo, no gukomeza kwibuka. LangChain igereranya ibi bice hamwe no gukuramo ibisobanuro, icyitegererezo, kugarura, ibikoresho, n '' iminyururu. ' Ururimi rwa LangChain Ururimi (LCEL) rutuma abaterankunga bahimba ibice hamwe na synta-stil. Isosiyete yaguye muri suite yibicuruzwa: LangGraph yo kubaka leta ikora, igenzurwa nakazi keza nkibishushanyo; LangSmith yo gukurikirana, gukemura, no gusuzuma porogaramu za LLM mubikorwa; na LangServe yo kohereza. Iraboneka muri Python na JavaScript, ifite ibihumbi icumi byinyenyeri za GitHub hamwe no kwagura imishinga yagutse, nubwo bamwe banegura bavuga ko gukuramo kwayo byongera ibibazo kubibazo byakoreshejwe byoroshye.
Ubushishozi
Ku mutima wacyo LangChain ni urwego rugizwe. Ibigize bisangiye Imigaragarire isanzwe, bityo inyandikorugero yihuse, LLM, hamwe nibisohoka bishobora guhurizwa hamwe (prompt | moderi | parser) muburyo bumwe. Kubisubiramo-byongerewe ibisekuruza, bihuza gushyiramo moderi hamwe nububiko bwa vector kugirango bizane imiterere ijyanye. LangGraph yerekana abakozi nkimashini ya leta, itanga kugenzura neza kumuzingo, amashami, no guhamagara ibikoresho.
Ingaruka z'Ingamba
Vendor strategy
Ibishushanyo mbonera byabacuruzi bigira ingaruka kubiranga ikipe yawe ishobora kubaka ubutaha.
Igiciro na bije
Amagambo yubucuruzi nuburyo bwo kohereza bigira ingaruka kubiciro byigihe kirekire ningaruka.
Risk and safety
Isosiyete ishimangira gushiraho ibicuruzwa bitemewe, igihagararo cyumutekano, no gufungura.
Kazoza ka LangChain
LangChain iri kuva mumufuka wumunyururu werekeza kuri orchestre ya agent, hamwe na LangGraph nkibyingenzi biramba kubakozi bizewe, ba leta bashobora guhagarara, gukomeza, no gushiramo ibitekerezo byabantu. Tegereza kwibanda cyane kubireba no gusuzuma ukoresheje LangSmith, kubera ko amakipe yimura porogaramu za LLM kumusaruro agomba gupima ubuziranenge nigiciro. Ikiguzi cyagutse: nkuko abakozi bahinduka uburyo bwiganje, orchestre ikomeye kandi ikemura ibibazo birenze ibyoroshye.
Gushyira mu bikorwa Isi
Gutangira byubaka inyandiko Q&A bot ikura ibice bya PDF bijyanye mububiko bwa vector ikabigaburira LLM kubisubizo bifatika.
Iterambere rihimba urunigi rufata umukoresha icyifuzo, ahamagara ikirere API nkigikoresho, hanyuma agakora ibisubizo mubisubizo byinshuti.
Uruganda rukoresha LangGraph mu kubaka abakiriya-bunganira abakiriya bagenda banyura mu ntambwe no guhagarara kugira ngo bemerwe n'abantu mbere yo gutanga amafaranga.
Itsinda rikoresha LangSmith kugirango ikurikirane buri ntambwe yumusaruro utinze, ushake umuhamagaro, kandi usuzume ubuziranenge bwibisubizo ukoresheje ikizamini.
Ingaruka & Kurinda
Gutangiza amatangazo arashobora gusumbya ituze mubikorwa nyabyo byakazi.
Ibiciro bya API cyangwa guhindura politiki birashobora guhagarika ibitekerezo ijoro ryose.
Abashoramari bonyine bishingira byongera gufunga no kwimuka.
Igishushanyo mbonera
Suzuma abatanga serivisi ukoresheje imirimo yawe bwite na datasets.
Ongera usuzume ubuzima bwite, umutekano, namategeko mbere yo kwishyira hamwe.
Komeza gahunda yo gusubira inyuma kurugero cyangwa abacuruzi.
Kurikirana inyandiko zisohora kugirango impinduka zumuhanda ntizitangaje amakipe.
Komeza Ubushakashatsi
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Ubuyobozi bukurikira
Ikigo cya Cresta
Ibibazo bikunze kubazwa
What is LangChain?
LangChain nisoko rifunguye (hamwe nisosiyete) yo kubaka porogaramu ikoreshwa nururimi runini. Itanga inyubako yongeye gukoreshwa kugirango iboheshe umuhamagaro wa LLM, ihuza amakuru nibikoresho, hamwe nogutegura intambwe nyinshi.
Ni ikihe gitekerezo nyamukuru kiri inyuma ya LangChain?
LangChain itanga ibyubaka byongeye gukoreshwa kumurongo wa LLM, guhuza amakuru nibikoresho, hamwe na orchestre abakozi.
Ninde waremye LangChain kandi hafi igihe?
Harrison Chase yatangije LangChain mu Kwakira 2022, mbere gato ya ChatGPT ikunzwe na porogaramu za LLM.
Niki LangGraph ikoreshwa muri ecosystem ya LangChain?
LangGraph yerekana abakozi nka mashini ya leta / igishushanyo, itanga kugenzura neza imirongo, amashami, hamwe no guhamagara ibikoresho.
Ni uruhe ruhare rwibanze rwa LangSmith?
LangSmith itanga indorerezi: gukurikirana buri ntambwe, gukemura ibibazo, no gusuzuma ubuziranenge bwibicuruzwa.
Muri LangChain, ni ubuhe buryo syntax ya 'synt |' | icyitegererezo | parser 'guhagararira?
Ibigize bisangiye Imigaragarire ikoreshwa, kuburyo ishobora guhimbwa nururimi rwa LangChain imvugo mu muyoboro umwe ushobora guhamagarwa.