Furitaanka ZeroOps ee Wakiilada AI iyo Injineerinka Macnaha guud: Qaab ku salaysan Qaabka AI DevOps Automation iyadoo la adeegsanayo StackGen iyo LangChain | B4N1

Furitaanka ZeroOps ee Wakiilada AI iyo Injineerinka Macnaha guud: Qaab ku salaysan Qaabka AI DevOps Automation iyadoo la adeegsanayo StackGen iyo LangChain

8 months ago · b4n1 Read time: 6 min

** Furitaanka ZeroOps-ka Wakiilada AI iyo Injineerinka Macnaha guud: Qaab ku salaysan Qaabka AI DevOps Automation iyadoo la adeegsanayo StackGen iyo LangChain ***

hordhac

Muuqaalka horumarka degdega ah ee horumarinta software-ka, fikradda ZeroOps waxay u soo baxday sidii hab kacaan ah oo loogu talagalay DevOps automation. ZeroOps waxay higsaneysaa inay baabi'iso baahida faragelinta gacanta ee geynta iyo maareynta nidaamyada software, taasoo awood u siineysa horumariyeyaasha inay diiradda saaraan hawlaha heerka sare ah sida hal-abuurka iyo hal-abuurka. Maqaalkan, waxaan u dhexgeli doonaa adduunka ZeroOps oo aan sahamin doonaa sida wakiilada AI iyo injineernimada macnaha guud looga faa'iidaysan karo si loo gaaro yoolkan. Waxaan sidoo kale ka wada hadli doonaa hirgelinta habka ku salaysan habka AI DevOps automation iyadoo la adeegsanayo StackGen iyo LangChain.

Waa maxay ZeroOps?

ZeroOps waa jaantuska DevOps ee doonaya inuu otomaatig ka dhigo dhammaan wareegga nolosha horumarka software-ka, laga bilaabo horumarinta ilaa hawlgelinta iyo maamulka. Ujeedada aasaasiga ah ee ZeroOps waa in la baabi'iyo baahida loo qabo faragelinta gacanta ee dejinta iyo maareynta nidaamyada software, taas oo yareyneysa suurtagalnimada qaladka aadanaha iyo kordhinta xawaaraha iyo waxtarka bixinta software.

** Wakiilada AI iyo Injineerinka Macnaha guud**

Wakiilada AI iyo injineernimada macnaha guud ayaa door muhiim ah ka ciyaara hirgelinta ZeroOps. Wakiilada AI waa barnaamijyo kombuyuutar ah oo ogaan kara deegaankooda oo qaadi kara tallaabooyin ay ku gaadhaan yoolal gaar ah. Injineernimada macnaha guud, dhanka kale, waxay ku lug leedahay qaabaynta iyo hirgelinta nidaamyada fahmi kara oo ka jawaabi kara macnaha guud ee ay ku shaqeeyaan.

Marka la eego macnaha ZeroOps, wakiilada AI waxaa loo isticmaali karaa si otomaatig ah hawlo kala duwan sida geynta, tijaabinta, iyo la socodka. Injineerka macnaha guud waxa loo isticmaali karaa in lagu qaabeeyo habab fahmi kara macnaha guud ee ay ku shaqaynayaan, sida deegaanka, isticmaalaha, iyo hawsha gacanta lagu hayo.

StackGen: Qaab ku-saleysan Habka Automation-ka AI DevOps

StackGen waa qaab-dhismeedka il furan oo awood u siinaya horumariyayaasha inay hirgeliyaan hab ku salaysan hab ku salaysan automation AI DevOps. StackGen waxa uu bixiyaa habab hore loo sii qeexay iyo habab loo isticmaali karo in lagu habeeyo hawlo kala duwan sida geynta, tijaabinta, iyo la socodka.

StackGen waxaa lagu dhisay dusha sare ee LangChain, qaab dhismeedyo awood u siinaya horumariyayaasha inay dhisaan nidaamyada AI wada hadalka. LangChain waxay bixisaa qaybo APIs ah iyo qalab loo isticmaali karo in lagu dhiso hababka AI wada-hadalka oo fahmi kara oo ka jawaabi kara gelinta luqadda dabiiciga ah.

** LangChain: Dhisidda Nidaamyada AI ee Wadahadalka ***

LangChain waa qaab-dhismeed awood u siinaya horumariyeyaasha inay dhisaan nidaamyada AI wada-hadalka. LangChain waxay bixisaa qaybo APIs ah iyo qalab loo isticmaali karo in lagu dhiso hababka AI wada-hadalka oo fahmi kara oo ka jawaabi kara gelinta luqadda dabiiciga ah.

LangChain waxaa lagu dhisay korka tiro teknoolojiyad il furan, oo ay ku jiraan TensorFlow iyo PyTorch. LangChain waxay bixisaa qaybo APIs ah iyo qalab loo isticmaali karo in lagu dhiso hababka AI wada-hadalka oo fahmi kara oo ka jawaabi kara gelinta luqadda dabiiciga ah.

** Ku hirgalinta ZeroOps StackGen iyo LangChain ***

Si loo hirgeliyo ZeroOps StackGen iyo LangChain, waxaan u baahanahay inaan raacno dhowr tillaabo:

  1. ** Qeex Wakiilka AI ***: Tallaabada ugu horreysa ee hirgelinta ZeroOps waa in la qeexo wakiilka AI ee loo isticmaali doono si otomaatig ah hawlo kala duwan. Wakiilka AI waxaa lagu qeexi karaa iyadoo la adeegsanayo tiro habab hore loo sii qeexay iyo habab ay bixiso StackGen.
  2. ** Nakhshad Matoorka Macnaha guud ***: Tallaabada xigta waa in la naqshadeeyo matoorka macnaha guud ee loo isticmaali doono in lagu fahmo loogana jawaabo macnaha guud ee wakiilka AI uu ku shaqeeyo. Matoorka macnaha guud waxaa lagu naqshadayn karaa iyadoo la adeegsanayo tiro APIs ah iyo qalab ay bixiso LangChain.
  3. ** Hirgeli Wakiilka AI ***: Marka wakiilka AI iyo mashiinka macnaha guud la qeexay, tallaabada xigta waa in la hirgeliyo wakiilka AI iyadoo la adeegsanayo tiro APIs ah iyo qalab ay bixiyaan StackGen iyo LangChain.
  4. ** Tijaabi oo Gelid ***: Tallaabada ugu dambeysa waa in la tijaabiyo oo la geeyo wakiilka AI jawi wax soo saar.

** Koodhka Tusaalaha: Hirgelinta Wakiilka fudud ee AI iyadoo la adeegsanayo StackGen iyo LangChain**

Waa kuwan tusaale kood ah oo muujinaya sida loo hirgeliyo wakiilka AI fudud ee StackGen iyo LangChain: `` Python soo dejinta langchain ka langchain.chains ka soo dejiso LLMChain ka langchain.llms soo daji LLM

ai_agent = LLMChain llm=LLM model_name = "davinci: 3-dufcad", heerkulka =0.5, max_tokens=100, ), input_format = "qoraal", Output_format = "qoraal", )

Qeex mashiinka macnaha guud

context_engine = langchain.ContextEngine( llm=LLM model_name = "davinci: 3-dufcad", heerkulka =0.5, max_tokens=100, ), input_format = "qoraal", Output_format = "qoraal", )

Hirgeli wakiilka AI

ai_agent.fulin( context_engine=context_engine, input_text="Hello, sidee tahay?", )

Tijaabi oo dir wakiilka AI

ai_agent.test_iyo_deploy input_text="Hello, sidee tahay?", ) `` Koodhkan koodka wuxuu muujinayaa sida loo hirgeliyo wakiilka AI fudud iyadoo la adeegsanayo StackGen iyo LangChain. Wakiilka AI waxa lagu qeexaa iyadoo la adeegsanayo tiro habab hore loo sii qeexay iyo habab ay bixisay StackGen. Matoorka macnaha guud waxaa loo qaabeeyey iyadoo la isticmaalayo tiro APIs ah iyo qalab ay bixiso LangChain. Wakiilka AI waxaa lagu fuliyaa iyadoo la adeegsanayo tiro APIs ah iyo qalab ay bixiyeen StackGen iyo LangChain. Ugu dambeyntii, wakiilka AI waa la tijaabiyay oo la geeyaa jawi wax soo saar.

** 5-10ka ugu sarreeya amarada/Qodobka ugu Isticmaalka badan**

Waa kuwan 5-10ka amarrada ugu badan ee la isticmaalo ee StackGen iyo LangChain:

  1. langchain.LLMChain(): Waxay abuurtaa shay silsilad LLM cusub.
  2. langchain.ContextEngine(): Wuxuu abuuraa matoor cusub oo macnaha guud ah.
  3. LLM (model_name = "davinci: 3-dufc", heerkulka = 0.5, max_tokens=100): Waxay abuurtaa shay cusub LLM oo wata magaca moodeelka, heerkulka, iyo calaamadaha ugu sarreeya.
  4. ai_agent.implement(context_engine=context_engine, input_text="Hello, see are you?"): Wuxuu hirgeliyaa wakiilka AI isagoo isticmaalaya matoorka qeexan iyo qoraalka gelinta.
  5. ai_agent.test_and_deploy(input_text="Hello, see are you?"): Tijaabi oo geeyaa wakiilka AI iyadoo la isticmaalayo qoraalka galinta ee cayiman.
  6. langchain.lms.LLM(): Wuxuu abuuraa shay cusub oo LLM ah.
  7. langchain.chains.LLMChain(): Waxay abuurtaa shay silsilad LLM cusub.
  8. langchain.ContextEngine(llm=LLM(model_name=«davinci:3-dufc»,heerkulka=0.5,max_tokens=100)): Wuxuu abuuraa matoor cusub oo macne leh isagoo isticmaalaya shayga LLM ee la cayimay.
  9. ai_agent.context_engine = langchain.ContextEngine(llm=LLM(model_name="davinci:3-dufc", heerkulka=0.5,max_tokens=100)): Dejiya matoorka macnaha guud ee wakiilka AI sheyga matoorka macnaha ee la cayimay.
  10. `ai_agent.input_text = "Hello, sidee tahay?"': Dejiya qoraalka galinta ee wakiilka AI qoraalka la geliyo ee la cayimay.

Muuqaalka

Halkan waxaa ah muuqaalka qaab dhismeedka ZeroOps iyadoo la adeegsanayo Chart.js: json { "type": "bar", "xogta": { "calaamadaha": ["Wakiilka AI", "Matoorka macnaha guud", "StackGen", "LangChain"], "datasets": [ { "label": "Architecture", "xogta": [10, 8, 6, 4], "backgroundColor": ["#FF6384", "#36A2EB", "#FFCE56", "#4BC0C0"] } ] }, "doorashooyinka": { "ciwaan": { "muujin": run, "text": "ZeroOps Architecture" }, "halyeey": { "muujin": run }, "Miisaanka": { "yAxes": [ { "ticks": { "beginAtZero": run } } ] } } } Aragtidaani waxay muujineysaa qaab dhismeedka nidaamka ZeroOps, oo ay ku jiraan wakiilka AI, mashiinka macnaha guud, StackGen, iyo LangChain.

** Gabagabo**

ZeroOps waa hab kacaan ah oo loo sameeyo DevOps automation kaas oo doonaya in la baabi'iyo baahida faragelinta gacanta ee geynta iyo maareynta nidaamyada software. Wakiilada AI iyo injineernimada macnaha guud waxay door muhiim ah ka ciyaaraan hirgelinta ZeroOps, iyo StackGen iyo LangChain waxay bixiyaan hab ku salaysan habka AI DevOps automation. Anagoo fulinayna wakiilka fudud ee AI adoo isticmaalaya StackGen iyo LangChain, waxaanu si toos ah u samayn karnaa hawlo kala duwan sida geynta, tijaabinta, iyo la socodka. 5-10ka ugu sarreeya amarada/warqadaha inta badan la isticmaalo ee StackGen iyo LangChain ayaa sidoo kale la bixiyaa, oo ay weheliso muuqaalka qaab dhismeedka ZeroOps iyadoo la adeegsanayo Chart.js.

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