LangChain
LangChain wani tsari ne na buɗaɗɗen tushe (da kamfani) don gina aikace-aikacen da ke aiki da manyan samfuran harshe.
Dubawa
It provides reusable building blocks for chaining LLM calls, connecting to data and tools, and orchestrating multi-step agents.
Zurfafa nutsewa
Harrison Chase ya ƙaddamar da shi a cikin Oktoba 2022, gabanin haɓakar ChatGPT, LangChain ya zama mafi shaharar tsarin don haɗa LLMs zuwa aikace-aikace na gaske. Jigon sa shine cewa aikace-aikacen LLM masu amfani ba safai ba ne guda ɗaya; suna sarkar kiran kira, dawo da takardu, kiran APIs, rarraba abubuwan da aka fitar, da kiyaye ƙwaƙwalwar ajiya. LangChain yana daidaita waɗannan ɓangarorin tare da abstractions don faɗakarwa, samfuri, masu dawo da kayan aiki, da 'sarƙoƙi.' Harshen Maganar LangChain (LCEL) yana ƙyale masu haɓakawa su tsara abubuwan haɗin gwiwa tare da tsarin tsarin bututu. Kamfanin ya faɗaɗa cikin babban ɗakin samfur: LangGraph don gina ingantaccen aiki, mai sarrafa ma'aikata a matsayin jadawali; LangSmith don ganowa, gyarawa, da kimanta ayyukan LLM a samarwa; da LangServe don turawa. Akwai shi a cikin Python da JavaScript, yana da dubun dubatar taurarin GitHub da kuma karɓowar kasuwanci mai fa'ida, kodayake wasu masu sukar sun yi jayayya da abstractions ɗin sa yana ƙara rikitarwa don lokuta masu sauƙi.
Fahimtar Fasaha
A zuciyarsa LangChain Layer ne na abun da ke ciki. Abubuwan da aka haɗa suna raba mahaɗin Runnable gama gari, don haka samfuri mai sauri, LLM, da na'urar tantancewa za'a iya haɗa su tare (da sauri | ƙira | parser) zuwa cikin kira ɗaya. Don ƙwararrun tsarawa, yana haɗa samfuran haɗawa da shagunan vector don samo mahallin da ya dace. LangGraph yana ƙirƙira wakilai azaman injin jiha, yana ba da iko bayyane akan madaukai, rassan, da kiran kayan aiki.
Dabarun Tasiri
Dabarun mai siyarwa
Taswirorin hanyoyin tallace-tallace suna yin tasiri ga abubuwan da ƙungiyar ku za ta iya ginawa na gaba.
Kudin da kasafin kuɗi
Sharuɗɗan kasuwanci da zaɓuɓɓukan turawa suna shafar farashi da haɗari na dogon lokaci.
Haɗari da aminci
Ƙwararrun kamfani suna siffanta ɓangarorin samfur, yanayin aminci, da buɗewa.
Makomar LangChain
LangChain yana motsawa daga jakar sarƙoƙi zuwa ƙungiyar ƙungiyar wakilai, tare da LangGraph a matsayin jigo mai dorewa don amintattun wakilai na jihohi waɗanda zasu iya tsayawa, ci gaba, da haɗa bitar ɗan adam. Yi tsammanin babban fifiko kan lura da kimantawa ta hanyar LangSmith, tunda ƙungiyoyin da ke motsa ƙa'idodin LLM zuwa samarwa suna buƙatar auna inganci da farashi. Mafi girman fare: yayin da wakilai suka zama babban tsari, ƙaƙƙarfan ƙaƙƙarfan ƙaƙƙarfan ƙaƙƙarfan ƙaƙƙarfan ƙaƙƙarfan ƙaƙƙarfan ƙaƙƙarfan ƙaƙƙarfan fare da gyara kayan aiki fiye da naɗaɗɗen sauƙi.
Aiwatar da Gaskiyar Duniya
Farawa yana gina daftarin aiki Q&A bot wanda ke dawo da abubuwan da suka dace na PDF daga shagon vector kuma yana ciyar da su zuwa LLM don amsoshi masu tushe.
Mai haɓakawa yana tsara sarkar da ke ɗaukar buƙatun mai amfani, ya kira API yanayi azaman kayan aiki, sannan ya tsara sakamakon zuwa amsa abokantaka.
Wani kamfani yana amfani da LangGraph don gina wakili na goyon bayan abokin ciniki wanda ke yin madaukai ta matakai da tsayawa don amincewar ɗan adam kafin bayar da kuɗi.
Ƙungiya tana amfani da LangSmith don gano kowane mataki na sarkar samar da jinkirin, nemo ƙwaƙƙwaran kira, da kimanta ingancin amsa bisa tsarin gwaji.
Hatsari & Tsare-tsare
Sanarwar ƙaddamarwa na iya ƙetare kwanciyar hankali a cikin ayyukan samarwa na gaske.
Farashin API ko sauye-sauyen manufofi na iya karya zato cikin dare.
Dogaro mai siyarwa guda ɗaya yana ƙara kulle-kulle da farashin ƙaura.
Taswirar Hanya
Kimanta masu samarwa ta amfani da ayyukan ku da saitin bayanai.
Yi bitar sirri, tsaro, da sharuɗɗan doka kafin haɗin kai.
Kula da tsarin koma baya a cikin samfura ko masu siyarwa.
Saka idanu bayanin kula don haka canje-canjen taswirar hanya kada suyi mamakin ƙungiyoyi.
Ci gaba da Bincike
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Jagora na gaba
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Tambayoyin da ake yawan yi
What is LangChain?
LangChain wani tsari ne na buɗaɗɗen tushe (da kamfani) don gina aikace-aikacen da ke aiki da manyan samfuran harshe. Yana ba da tubalan ginin da za a sake amfani da su don ɗaure kiran LLM, haɗawa da bayanai da kayan aiki, da tsara wakilai masu matakai da yawa.
Menene tsakiyar ra'ayin bayan LangChain?
LangChain yana ba da tubalan ginin da za a sake amfani da su zuwa sarkar kiran LLM, haɗa bayanai da kayan aiki, da wakilan ƙungiyar ƙira.
Wanene ya halicci LangChain kuma kusan yaushe?
Harrison Chase ya ƙaddamar da LangChain a cikin Oktoba 2022, gabanin ChatGPT aikace-aikacen LLM da suka shahara.
Menene LangGraph ake amfani dashi a cikin yanayin yanayin LangChain?
LangGraph yana ƙirƙira wakilai azaman na'ura / jadawali na jiha, yana ba da iko bayyane akan madaukai, rassan, da kiran kayan aiki.
Menene babban aikin LangSmith?
LangSmith yana ba da abin lura: gano kowane mataki, warware matsalolin, da kimanta ingancin fitarwa a samarwa.
A cikin LangChain, menene ma'anar ma'anar bututun 'mai sauri | model | wakilta?
Abubuwan da aka haɗa suna raba mu'amala mai Runnable, don haka za'a iya haɗa su tare da Harshen Maganar LangChain cikin bututun mai guda ɗaya da ake iya kira.