Gadzira LangChain chatbot

Kuita AI-Powered DevOps otomatiki neKiro AI-Powered Agents uye LangChain

Introduction

Iyo DevOps landscape iri kukurumidza kubuda, nekuwedzera kutorwa kweartificial intelligence (AI) uye muchina kudzidza (ML) matekinoroji. Imwe yenzvimbo dzakakosha uko AI iri kuita zvakakosha iri muDevOps otomatiki. Muchikamu chino, tichaongorora kushandiswa kwehunyanzvi kweAI vamiririri muDevOps otomatiki, tichitarisa kubatanidzwa kweKiro AI-powered agents neLangChain yekusimudzira otomatiki uye kugona kurongeka.

Chii chinonzi Kiro AI-Powered Agents?

Kiro AI-powered agents imhando yesoftware agent inoshandisa AI neML algorithms kuita otomatiki mabasa uye kuita sarudzo. Aya maajenti akagadzirirwa kudzidza kubva kudata uye kujairana nekuchinja nharaunda, achiaita akanakira yakaoma uye ane simba masisitimu senge DevOps mapaipi.

Chii chinonzi LangChain?

LangChain iraibhurari yePython inopa seti yezvishandiso uye maAPI ekuvaka ekukurukurirana AI application. Inobvumira vanogadzira kugadzira chatbots, vabatsiri vezwi, uye mamwe mataurirwo ekukurukurirana vachishandisa mitauro yechisikigo kugadzirisa (NLP) uye muchina kudzidza algorithms.

Kubatanidza Kiro AI-Powered Agents neLangChain

Kubatanidza Kiro AI-powered agents neLangChain, tinoda kugadzira hurukuro yekukurukurirana iyo inogona kushamwaridzana nevamiririri uye kuvapa zvigadziro zvinodiwa uye zvigadzirwa. Heino mhedziso yepamusoro-soro yezvivakwa:

** Mushandisi Wekushandisa **: Mushandisi anopindirana nehurukuro yekukurukurirana, achipa maitiro mumhando yezvinyorwa kana izwi.
Natural Language Processing (NLP): Kuiswa kunogadziriswa uchishandisa NLP algorithms kubvisa ruzivo rwakakosha uye chinangwa.
Sarudzo yeAgent: Iyo yekukurukurirana inosarudza yakakodzera Kiro AI-powered agent zvichienderana nekuisa uye chinangwa chemushandisi.
Kudyidzana Kwemumiririri: Mumiriri akasarudzwa anokonzereswa kuita zviito zvinodiwa, sekuita otomatiki mabasa kana kuita sarudzo.
**Kubuda **: Kubuda kwemumiririri kunogadziriswa uye kudzorerwa kumushandisi kuburikidza nehurukuro yekukurukurirana.

Technical Implementation

Kuti tiite chivakwa ichi, tinoda kushandisa musanganiswa wePython, Rust, uye Go programming mitauro. Heino kodhi kodhi yakapfava inoratidza kubatanidzwa kweKiro AI-powered agents neLangChain:

import langchain
kubva ku kiro import Agent


chatbot = langchain.Chatbot(
    muenzaniso = "davinci:002",
    tembiricha=0.7,
    max_tokens=2048,
    user_agent = "Kiro AI-Powered Agent"
)

# Gadzira Kiro AI-powered mumiriri
mumiririri = mumiririri (
    zita = "Mumiririri Wangu",
    tsananguro="Mushandi ari nyore anogadzirisa mabasa",
    zviito=[
        "run_command",
        "send_email",
        "gadzira_tiketi"
    ]
)

# Tsanangura basa rekudyidzana nemumiririri
def interact_with_agent(input_text):
    # Gadzirisa iyo yekuisa uchishandisa NLP
    chinangwa = langchain.extract_intent(input_text)
    
    # Sarudza iyo yakakodzera mumiriri zvichienderana nechinangwa
    kana chinangwa == "run_command":
        agent.run_command()
    elif chinangwa == "send_email":
        agent.send_email()
    elif chinangwa == "gadzira_tiketi":
        agent.create_ticket()
    
    # Dzosera zvakaburitswa nemumiririri
    return agent.output

# Edza basa racho
input_text = "Mhanyai script yekuvaka"
kubuda = interact_with_agent(input_text)
dhinda (zvakabuda)

Iyi kodhi yekodhi inoratidza nzira yekugadzira yeLangChain chatbot uye Kiro AI-powered agent, uye nzira yekudyidzana nemumiririri uchishandisa yekutaurirana.

Pamusoro 5-10 Inonyanya Kushandiswa Mirairo/Zvidimbu

Heano mamwe einonyanya kushandiswa mirairo uye zvimedu zveKiro AI-powered agents uye LangChain:

langchain.Chatbot(modhi = "davinci:002", tembiricha=0.7, max_tokens=2048, user_agent="Kiro AI-Powered Agent"): Inogadzira chatbot yeLangChain ine modhi nemaparamendi akataurwa.
Mumiririri(zita = "Mumiririri Wangu", tsananguro="Mushandi ari nyore anogadzirisa mabasa", zviito=["run_command", "send_email", "create_ticket"]): Inogadzira Kiro AI-powered agent ine zita rakatsanangurwa, tsananguro, nezviito.
langchain.extract_intent(input_text): Inogadzirisa zvinyorwa zvekupinza vachishandisa NLP kubvisa chinangwa.
agent.run_command(): Inopa kuti mumiririri aite murairo.
agent.send_email(): Inopa kuti mumiririri atumire email.
agent.create_ticket(): Inomutsa mumiririri kugadzira tikiti.
langchain.Chatbot().bvunza(input_text): Inobvunza mubvunzo wechatbot odzorera mhinduro.
langchain.Chatbot(). taurira(input_text): Anoudza chatbot chirevo odzosera mhinduro.
langchain.Chatbot().teerera(): Inoterera kuti mushandisi apiwe uye anodzosera mhinduro.
langchain.Chatbot().mira(): Inomisa chatbot nekuburitsa zviwanikwa.

Kuona

Heino ratidziro yakapusa yezvivakwa uchishandisa Chart.js:

{
  "type": "pieChart",
  "data": {
    "labels": ["Kupinza Kwemushandisi", "NLP", "Sarudzo yeAgent", "Kudyidzana Kwemumiririri", "Kubuda"],
    "datasets": [
      {
        "label": "Architecture",
        "data": [10, 20, 30, 40, 50],
        "backgroundColor": [
          "#FF6384",
          "#36A2EB",
          "#FFCE56",
          "#4BC0C0",
          "#FF99CC"
        ]
      }
    ]
  },
  "sarudzo": {
    "zita": {
      "kuratidza": chokwadi,
      "zvinyorwa": "AI-Powered DevOps Automation Architecture"
    },
    "legend": {
      "kuratidza": chokwadi
    }
  }
}

Kuona uku kunoratidza zvikamu zvakasiyana zvezvivakwa, zvinosanganisira mushandisi kupinza, NLP, kusarudzwa kwemumiririri, kupindirana kwemumiririri, uye kubuda.

Mhedziso

Muchinyorwa chino, takaongorora mashandisirwo ehunyanzvi hweAI agents muDevOps otomatiki, tichitarisa kubatanidzwa kweKiro AI-powered agents neLangChain yekusimudzira otomatiki uye kugona kurongeka. Takaratidza chivharo chekodhi chakareruka chinoratidza kubatanidzwa kweKiro AI-powered agents neLangChain, uye yakapa rondedzero yemirairo inowanzoshandiswa uye zvimedu zveKiro AI-powered agents uye LangChain. Isu takabatanidzawo ratidziro yezvivakwa tichishandisa Chart.js. Nekushandisa maAI-powered agents uye nzvimbo dzekukurukurirana, zvikwata zveDevOps zvinogona kuita otomatiki mabasa, kuvandudza mashandiro, uye kuderedza zvikanganiso, zvichiita kuti DevOps automation ishande uye ishande.

Gadzira LangChain chatbot

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