** Iji LangChain na AWS DevOps Agent na-arụ ọrụ DevOps Automation AI.
** Okwu mmalite**
Njikọ nke Artificial Intelligence (AI), DevOps, na ngwá ọrụ nhazi ewepụtala oge ọhụrụ nke akpaaka na mmepe software na nnyefe. N'isiokwu a, anyị ga-enyocha njikọ nke LangChain, usoro AI nke na-egbuke egbuke, na AWS DevOps Agent, ngwá ọrụ dị ike maka ịmepụta pipeline nnyefe software. Site na ijikọ teknụzụ ndị a, anyị nwere ike ịmepụta sistemu automation DevOps siri ike nke AI kwadoro nke na-eme ka nyocha ihe kpatara mgbọrọgwụ wee melite arụmọrụ nnyefe ngwanrọ n'ozuzu ya.
** Ịghọta LangChain na AWS DevOps Agent ***
LangChain
LangChain bụ usoro AI mepere emepe nke na-enyere ndị mmepe aka iwulite na ibuga ụdị mkparịta ụka AI. Ọ na-enye API dị mfe ma nwee nghọta maka ijikọ ike AI na ngwa ngwanrọ. LangChain na-akwado ụdị AI dị iche iche, gụnyere ụdị asụsụ, eserese ihe ọmụma, na injin ntụgharị uche.
AWS DevOps Agent
AWS DevOps Agent bụ ngwá ọrụ na-eme ka pipeline nnyefe ngwanrọ site na ijikọ na AWS CodePipeline. Ọ na-enyere ndị mmepe aka ịmegharị ọrụ dị ka iwu koodu, nnwale, na mbugharị. AWS DevOps Agent bụ nke a na-ahazi nke ukwuu yana enwere ike ijikọ ya na ọtụtụ ọrụ AWS.
** Na-eme ihe Automation DevOps kwadoro AI ***
Iji mejuputa akpaaka DevOps nke AI kwadoro na LangChain na AWS DevOps Agent, anyị kwesịrị ịgbaso usoro ndị a:
- ** Tinye LangChain na AWS DevOps Agent ***: Anyị kwesịrị ijikọ LangChain na AWS DevOps Agent iji mee ka AI na-arụ ọrụ akpaaka. Enwere ike nweta nke a site na ịmepụta ngwa mgbakwunye AWS DevOps Agent nke na-emekọrịta ihe na LangChain.
- ** Hazie LangChain ***: Anyị kwesịrị ịhazi LangChain iji ụdị AI kwesịrị ekwesị maka nyocha ihe kpatara mgbọrọgwụ. Nke a nwere ike ịbụ ụdị asụsụ, eserese ihe ọmụma, ma ọ bụ injin ntụgharị.
- ** Jikọta na AWS CodePipeline ***: Anyị kwesịrị ijikọ AWS DevOps Agent na AWS CodePipeline iji megharịa pipeline nnyefe software.
** Ihe atụ koodu ***
Nke a bụ ihe atụ koodu dị mfe nke na-egosi otu esi ejikọta LangChain na AWS DevOps Agent: "Python mbubata langchain si langchain.agents mbubata Agent si langchain.llms bubata LLM
llm = LLM ("langchain/llama:1")
Malite AWS DevOps Agent
onye nnọchi anya = onye nnọchi anya ( lm=llm, aha = "devops-onye nnọchi anya", nkọwa = "AWS DevOps Agent", )
Kọwaa ngwa mgbakwunye omenala maka AWS DevOps Agent
Klas CustomPlugin: def init (onwe, onye nnọchi anya): self.agent = onye nnọchi anya
def ime (onwe, ihe omume):
# Jiri LangChain nyochaa mmemme ahụ
nyocha = langchain.analyze(mmemme)
# Jiri AWS DevOps Agent rụzie ọrụ dabere na nyocha
tasks = agent.tasks(nyocha)
laghachi ọrụ
Debanye aha ngwa mgbakwunye omenala na AWS DevOps Agent
agent.register_plugin(CustomPlugin(onye nnọchi anya))
Jiri AWS DevOps Agent megharịa pipeline nnyefe ngwanrọ
agent.run_pipeline() `` Ihe atụ koodu a na-egosi otu esi ejikọta LangChain na AWS DevOps Agent iji rụọ ọrụ pipeline nnyefe software. Ngwa mgbakwunye omenala na-eji LangChain nyochaa ihe omume yana AWS DevOps Agent iji rụọ ọrụ ọrụ dabere na nyocha.
** Iwu 5-10 Kachasị Eji mee ihe
Nke a bụ iwu/snippets 5-10 kacha eji eme ihe maka LangChain na AWS DevOps Agent:
| Iwu/Snippet | Nkọwa |
|---|---|
langchain.nyocha(mmemme) |
Nyochaa ihe omume site na iji LangChain |
agent.tasks(nnyocha) |
Megharịa ọrụ site na iji AWS DevOps Agent dabere na nyocha |
agent.register_plugin(plugin) |
Debanye aha ngwa mgbakwunye omenala na AWS DevOps Agent |
llm = LLM("langchain/llama:1") |
Malite LangChain LLM |
agent = Agent (llm=llm, aha = "devops-agent", nkọwa = "AWS DevOps Agent") |
Bido ihe nnọchi anya AWS DevOps |
agent.run_pipeline() |
Gbaa pipeline nnyefe ngwanrọ site na iji AWS DevOps Agent |
langchain.llms.LLM("langchain/llama:1") |
Malite LangChain LLM |
langchain.agents.Agent(llm=llm, aha = "devops-agent", nkọwa = "AWS DevOps Agent") |
Bido ihe nnọchi anya AWS DevOps |
agent.tasks(nnyocha) |
Megharịa ọrụ site na iji AWS DevOps Agent dabere na nyocha |
agent.register_plugin(CustomPlugin(onye nnọchi anya)) |
Debanye aha ngwa mgbakwunye omenala na AWS DevOps Agent |
** Nlegharị anya ***
Nke a bụ nleba anya nke sistemụ akpaaka DevOps na-akwado AI na-eji Chart.js: Json { "ụdị": "ogwe", "data": { "labels": ["LangChain", "AWS DevOps Agent", "Plugin Custom"], "datasets": [ { "label": "Nrụmọrụ akpaaka", "data": [80, 90, 95], "backgroundColor": ["#4CAF50", "#FF9800", "#2196F3"] } ] }, "Nhọrọ": { " aha": { "ngosi": eziokwu, "ederede": "Irụmọrụ akpaaka DevOps kwadoro AI" }, "ọnụego": { "yAxes": [ { "akara aka": { "beginAtZero": eziokwu } } ] } } } `` Ọhụụ a na-egosipụta arụmọrụ nke sistemụ akpaaka DevOps nke AI kwadoro, yana LangChain, AWS DevOps Agent, na ngwa mgbakwunye omenala na-enye aka na arụmọrụ akpaaka dị elu.
Mkpebi
N'isiokwu a, anyị nyochara njikọ nke AI, DevOps, na ngwá ọrụ nhazi dị ka LangChain na AWS DevOps Agent iji mee ka nyocha ihe kpatara mgbọrọgwụ wee melite pipeline nnyefe software. Anyị gosipụtara otu esi ejikọta LangChain na AWS DevOps Agent iji mepụta sistemu akpaaka DevOps kwadoro AI siri ike. Ihe atụ koodu na nhụta anya nyere nghọta doro anya maka arụmọrụ na ike nke sistemụ. Site n'ịgbaso usoro ndị akọwapụtara n'isiokwu a, ndị mmepe nwere ike mejuputa automation DevOps nke AI kwadoro na mmepe ngwanrọ na pipeline ha.