Te Whakahoahoa Hanganga Motuhake me nga Kaitohu AI me StackGen: He Ruku hohonu Hangarau ki roto i te Orchestration me te Whakauru.

// Waihangahia he tauira LangChain me te taapiri i te rerenga mahi, te keu, me te kaihautu fn matua() { let agent = Agent::new("whakawhiwhinga-hanganga"); agent.add_workflow(provision_infrastructure()); agent.add_trigger(new_request("aws-api-gateway-event")); agent.add_handler(start_workflow); }

## Whakaaturanga

Anei he tirohanga mo te whakaurunga i waenga i nga kaihoko AI, StackGen, me nga taputapu whakahiato penei i a DSPy me LangChain:
```tutohi
{
  "type": "dag",
  "nodes": [
    {
      "id": "kai-kaiwhakahaere",
      "label": "AI Agent",
      "x": 0,
      "y": 0
    },
    {
      "id": "stackgen",
      "label": "StackGen",
      "x": 2,
      "y": 0
    },
    {
      "id": "dspy",
      "label": "DSPy",
      "x": 4,
      "y": 0
    },
    {
      "id": "waewae",
      "label": "LangChain",
      "x": 6,
      "y": 0
    },
    {
      "id": "hanganga",
      "label": "Hangahanga",
      "x": 8,
      "y": 0
    }
  ],
  "taha": [
    {
      "source": "ai-agent",
      "target": "stackgen",
      "label": "Whakakotahitanga"
    },
    {
      "source": "stackgen",
      "target": "dspy",
      "label": "Whakakotahitanga"
    },
    {
      "source": "dspy",
      "target": "hanganga",
      "label": "Whakaritea"
    },
    {
      "source": "stackgen",
      "target": "waewae",
      "label": "Whakakotahitanga"
    },
    {
      "source": "langchain",
      "target": "hanganga",
      "label": "Whakaritea"
    }
  ]
}

Top 5-10 Whakamahinga Whakahau/Snippets

Anei nga tono 5-10 e tino whakamahia ana mo tenei hangarau:

1. dspy.Workflow(ingoa = "whakarato-hanganga-hanga", takawaenga=[dspy.Step("provision-ec2", "aws-provision-ec2")])
2. langchain::Agent::hou("whakawhiwhinga-hanganga").add_workflow(provision_infrastructure())
3. stackgen::StackGen::hou().add_resource("ec2", "aws-provision-ec2")
4. dspy.Trigger(ingoa = "tono-hou", takahanga = "aws-api-gateway-event", kaihautu = "tīmatanga-mahi"
5. langchain::Agent::hou("whakaritenga-hanganga").add_trigger(new_new("aws-api-gateway-takahanga"))
6. stackgen::StackGen::hou().add_resource("rds", "aws-provision-rds")
7. dspy.Handler(ingoa = "tīmatanga-mahinga", rerengamahi = dspy.Workflow(ingoa = "whakawhiwhinga-hanganga"))
8. langchain::Agent::hou("whakaritenga-hanganga").add_handler(start_workflow)
9. stackgen::StackGen::hou().add_resource("elb", "aws-provision-elb")
10. dspy.DSPy().add_workflow(dspy.Workflow(ingoa="whakarato-hanganga-hanga"))

Whakamutunga

Ko te hoahoa i nga hanganga motuhake me nga kaihoko AI me StackGen me tino mohio ki te whakawhitinga o enei hangarau me nga taputapu whakahiato penei i a DSPy me LangChain. Na roto i te whakauru i nga kaihoko AI me nga taputapu StackGen me nga taputapu orchestration, ka taea e nga whakahaere te whakaaunoa i te whakarato me te whakahaere i nga hanganga, ka piki ake te kaha, te whakaheke i nga utu, me te pai ake o te pono. Kua whakaratohia e tenei tuhinga he ruku hohonu hangarau ki te hoahoa me te whakatinanatanga o nga hanganga motuhake ma te whakamahi i nga kaihoko AI me StackGen, me te arotahi ki nga korero whaitake mo te whakauru i enei hangarau.