Akụrụngwa akụrụngwa kwụụrụ onwe ya na StackGen na LangChain | B4N1

Akụrụngwa akụrụngwa kwụụrụ onwe ya na StackGen na LangChain

8 months ago · b4n1 Tiempo de lectura: 5 min

Okwu mmalite

N'oge nke DevOps na ngwa nke igwe ojii, nhazi akụrụngwa aghọwo akụkụ dị oke mkpa nke mmepe ngwanrọ ọgbara ọhụrụ. Ngwá ọrụ nhazi akụrụngwa ọdịnala, dị ka ihe nwere ike ime, Terraform, na CloudFormation, emeela nnukwu ihe ịga nke ọma n'imezi ntinye na njikwa nke akụrụngwa akụrụngwa. Otú ọ dị, ngwá ọrụ ndị a na-adaberekarị na nhazi akwụkwọ ntuziaka, edemede, na ntinye aka nke mmadụ, nke nwere ike iduga njehie, enweghị nkwekọrịta, na nkwụsị.

Iji lebara oke ndị a anya, anyị kwesịrị itinye ike nke ọgụgụ isi Artificial (AI) na mmụta igwe (ML) iji mepụta sistemu akụrụngwa akụrụngwa kwụụrụ onwe ya. N'isiokwu a, anyị ga-enyocha otú StackGen na LangChain ga-esi jiri wuo usoro dị otú ahụ, na-eme ka DevOps dị oke egwu na-agbanwe agbanwe na ụzọ anyị si ejikwa akụrụngwa.

Kedu ihe bụ StackGen?

StackGen bụ ngwa mepere emepe, igwe ojii na-arụ akụrụngwa akụrụngwa nke na-eji usoro nhazi nkwupụta kọwaa na jikwaa akụrụngwa akụrụngwa. Emebere ya ka ọ bụrụ nke ukwuu, na-agbanwe agbanwe, na nke a na-agbapụ, na-eme ka ọ bụrụ nhọrọ dị mma maka nnukwu nnukwu, mgbagwoju anya ntinye akụrụngwa.

Isi ihe owuwu nke StackGen dabere na modul, nke dabere na plọg, nke na-enye ndị mmepe ohere ịgbatị na hazie ọrụ ya ngwa ngwa. Modulity a na-enyekwara StackGen aka ijikọ ngwa ngwa na usoro ndị ọzọ, dị ka LangChain, nke anyị ga-atụle na-esote.

Kedu ihe bụ LangChain?

LangChain bụ nnukwu oghere, oghere mepere emepe maka iwulite ngwa mkparịta ụka AI. Ọ na-enye ngwa ọrụ dị ike yana API maka ịmepụta nkata, ndị enyemaka olu, na mkparịta ụka ndị ọzọ. A na-ewu LangChain n'elu LangChain Core, nke bụ ihe na-eme ka ọ dị elu, na-ekesa ihe owuwu maka nhazi na ịmepụta asụsụ mmadụ.

Isi njirimara LangChain gụnyere:

  • ** Mkparịta ụka AI ***: LangChain na-enyere ndị mmepe aka iwulite mkparịta ụka nke nwere ike ịghọta na zaghachi na ntinye asụsụ eke.
  • ** Generative AI ***: LangChain na-enye ụdị ụdị AI nke na-emepụta ihe, gụnyere ederede na ederede na ụdị ihe oyiyi, nke enwere ike iji mee ka ederede mmadụ dị ka ihe oyiyi, ihe oyiyi, na mgbasa ozi ndị ọzọ. ** Njikọta ***: LangChain na-ejikọta n'enweghị nsogbu na ọtụtụ ngwaọrụ na usoro, gụnyere StackGen, na-eme ka ọ bụrụ nhọrọ dị mma maka iwulite usoro nhazi akụrụngwa kwụụrụ onwe ya.

Na-enye ndị nnọchi anya AI na Generative AI maka akpaaka DevOps dị oke egwu

Iji wuo usoro nhazi akụrụngwa kwụụrụ onwe ya site na iji StackGen na LangChain, anyị kwesịrị ịmepụta onye nnọchi anya AI nke nwere ike ịghọta na zaghachi na ntinye asụsụ eke. Onye nnọchi anya AI a ga-ahụ maka ịhazi akụrụngwa akụrụngwa, dị ka igwe mebere, arịa, na netwọkụ.

Nke a bụ nkọwapụta ọkwa dị elu nke ihe owuwu ụlọ:

  1. ** Ntinye onye ọrụ ***: Onye ọrụ na-enye ntinye asụsụ eke, dị ka arịrịọ maka ibuga igwe mebere ọhụrụ.
  2. ** LangChain ***: Usoro LangChain na-arụ ọrụ ntinye onye ọrụ ma na-emepụta ihe ngosi igwe-agụ nke arịrịọ ahụ.
  3. ** StackGen ***: Ngwá ọrụ StackGen na-enweta ihe nnọchianya nke igwe na-agụ ma jiri ya na-ahazi akụrụngwa akụrụngwa.
  4. ** Generative AI ***: Usoro LangChain na-eji ụdị AI nke na-emepụta ihe na-emepụta ederede dị ka mmadụ, ihe oyiyi, na mgbasa ozi ndị ọzọ iji nye nzaghachi nye onye ọrụ.

Iji gosi ihe owuwu a, ka anyị tụlee otu ihe atụ dị mfe. Ka e were ya na anyị chọrọ ibunye igwe mebere ọhụrụ site na iji StackGen na LangChain. Nke a bụ snippet koodu Python nke na-egosi otu esi enweta nke a: "Python mbubata langchain si stackgen mbubata StackGen

Mepụta onye nnọchi anya LangChain

onye nnọchi anya = langchain.Agent ( aha = "akụrụngwa_orchestrator", ụdị = "ederede-na-ederede", ozugbo = "Tinye igwe mebere ọhụrụ nwere 2 CPU na 4 GB nke RAM", )

Mepụta ihe atụ StackGen

stackgen = StackGen()

Hazie ntinye onye ọrụ site na iji LangChain

user_input = "Kwusaa igwe mebere ọhụrụ nwere 2 CPU na 4 GB nke RAM" processed_input = agent.process_input(user_input)

Hazie akụrụngwa akụrụngwa site na iji StackGen

stackgen.deploy_vm(usoro ntinye_ahaziri) `` Mpempe koodu a na-egosi ka onye nnọchi anya LangChain si ahazi ntinye onye ọrụ wee wepụta ihe nnochite anya igwe, nke StackGen na-eji wee hazie akụrụngwa akụrụngwa.

Top 5-10 Iwu/Snippets kacha eji

Nke a bụ iwu/snippets 5-10 kacha eji eme ihe maka StackGen na LangChain:

###StackGen

  1. `stackgen deploy_vm <vm_config>': Na-ebunye igwe mebere ọhụrụ nwere nhazi akọwapụtara.
  2. stackgen delete_vm <vm_id>: na-ehichapụ igwe mebere ya na ID akọwapụtara.
  3. stackgen list_vms: Na-edepụta igwe niile mebere na gburugburu ebe dị ugbu a.
  4. stackgen create_network <network_config>: Na-emepụta netwọk ọhụrụ nwere nhazi a kapịrị ọnụ.
  5. stackgen delete_network <network_id>: na-ehichapụ netwọkụ nwere ID akọwapụtara.

LangChain

  1. `agent.process_input(<user_input>)': Na-ahazi ntinye onye ọrụ wee mepụta ihe nnochite anya igwe-agụ.
  2. agent.generate_text(<prompt>): Na-emepụta ederede yiri mmadụ dabere na ngwa ngwa akọwapụtara.
  3. agent.generate_image(<prompt>): Na-emepụta onyonyo dabere na ngwa ngwa akọwapụtara.
  4. agent.integrate_stackgen(<stackgen_config>): Na-ejikọta LangChain na StackGen.
  5. agent.list_integrations(): Na-edepụta njikọ niile na StackGen.

Nlere anya

Nke a bụ nleba anya nke ihe owuwu StackGen na LangChain na-eji Chart.js: Json { "ụdị": "pieChart", "data": { "labels": ["StackGen", "LangChain"], "datasets": [ { "label": "Nhazi akụrụngwa", "data": [50, 50], "backgroundColor": ["#4CAF50", "#FF9800"] } ] }, "Nhọrọ": { " aha": { "ngosi": eziokwu, "ederede": "StackGen na LangChain Architecture" }, "akụkọ": { "ngosi": eziokwu } } } `` Ọhụụ a na-egosiputa nkewa nhata n'etiti StackGen na LangChain n'ime ụlọ ọrụ nhazi akụrụngwa.

Mmechi

N'isiokwu a, anyị enyochala ka StackGen na LangChain ga-esi jiri wuo usoro nhazi akụrụngwa nke kwụụrụ onwe ya. Anyị egosila otu esi eji usoro LangChain mee ihe iji hazie ntinye asụsụ okike na imepụta ihe ngosi igwe nwere ike ịgụ, nke StackGen nwere ike jiri wee hazie akụrụngwa akụrụngwa. Anyị ewepụtala ọtụtụ snippets koodu bara uru na iwu enwere ike iji wuo ma jikọta StackGen na LangChain.

Site n'iji ike nke ndị ọrụ AI na AI na-emepụta ihe, anyị nwere ike ịmepụta usoro automation DevOps dị oke egwu, na-agbanwe agbanwe, na extensible. Nke a ga-enyere ndị mmepe aka ilekwasị anya n'ọrụ dị elu, dị ka iwulite na itinye ngwa ngwa, ebe usoro nhazi akụrụngwa na-elekọta akụrụngwa akụrụngwa dị n'okpuru.

Anyị nwere olile anya na akụkọ a enyela nkọwa zuru oke nke ihe owuwu StackGen na LangChain wee kpalie ndị mmepe inyocha ohere nke nhazi akụrụngwa kwụụrụ onwe ya.

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