psai

CaseSensitiveHashTable.ps1

$table = @{
    "UPPER" = "UPPER";
    "lower" = "lower";
}



#$table["UPPER"]

#$table["upper"]

$obj= New-Object PSObject @{ Tables = $table }

Add-Member -InputObject $obj -MemberType ScriptMethod -Name 'GetEntry' -Value {
    param([string]$Name)
    return $this.Tables[$Name]
}

$obj.GetEntry("UPPER")

$obj.GetEntry("upper")

ContextVariable.ps1

<#
def instructions(context_variables):
    name = context_variables.get("name", "User")
    return f"You are a helpful agent. Greet the user by name ({name})."


def print_account_details(context_variables: dict):
    user_id = context_variables.get("user_id", None)
    name = context_variables.get("name", None)
    print(f"Account Details: {name} {user_id}")
    return "Success"


agent = Agent(
    name="Agent",
    instructions=instructions,
    functions=[print_account_details],
)

context_variables = {"name": "James", "user_id": 123}

response = client.run(
    messages=[{"role": "user", "content": "Hi!"}],
    agent=agent,
    context_variables=context_variables,
)
print(response.messages[-1]["content"])

response = client.run(
    messages=[{"role": "user", "content": "Print my account details!"}],
    agent=agent,
    context_variables=context_variables,
)
print(response.messages[-1]["content"])
#>

Import-AIProvider -Provider OpenAI -ApiKey (Get-Secret OpenAI)

function instructions {
    param($context_variables)
    $name = $context_variables["name"]
    return "You are a helpful agent. Greet the user by name ($name)."
}

function print_account_details {
    param($context_variables)
    $user_id = $context_variables["user_id"]
    $name = $context_variables["name"]
    Write-Output "Account Details: $name $user_id"
    return "Success"
}

$Agent = New-Agent -Name "Agent" -Instructions instructions -Tools @(Register-Tool "print_account_details")

$context_variables = @{"name"= "James"; "user_id"= 123}

Get-CommandFromFile.ps1

function Get-CommandFromFile {
    [CmdletBinding()]
    param (
        $FilePath
    )

    . $FilePath
    $Content = Get-Content $FilePath
    $regex = [regex]'(?<=function\s+)[\w-]+(?=\s*[\{\(])'
    $functions = $regex.Matches($content).Value    
    foreach ($function in $functions) {
        $scriptBlock = Get-Command $function | Select-Object -ExpandProperty ScriptBlock
        Set-Item -Path "function:global:$function" -Value $scriptBlock
    }
    $functions
}

SwarmAssessmentDemo.ps1

Import-AIProvider -Provider AzureOpenAI -ApiKey $($secrets.apiKEY | ConvertTo-SecureString -AsPlainText) -BaseUri $secrets.apiURI

$AzureAssessment = New-AIAgent -Instructions "You are an Azure Cloud Architect that analyzes and comments on Azure Governance Vizualizer data. Provided with a Path, you read the assessment files and delivers a report with comments on risks ranked between High, Medium or Low" -Tools @((Register-Tool gc), (Register-Tool ls))

$AzureAssessment.Prompt('Please provide an assessment of the AzGovViz analysis found here at Path = C:\temp\AzGovViz-Output') 

TestHelpParameters.ps1

function Get-Something {
    [CmdletBinding()]
    param (
        [Parameter(HelpMessage = "Please provide a name")]
        [string]$Name,
        $Surname
    )

    Write-Output "Hello, $Name $Surname"
}

$HelpParameters = $(Get-Command Get-Something).ParameterSets[0].parameters | Select-Object Name, ParameterType, IsMandatory, HelpMessage

$HelpParameters | Format-Table

Get-OAIFunctionCallSpec -CmdletName Get-Something -ReturnJson -Verbose
<#
The above command returns:
{
  "function": {
    "name": "Get-Something",
    "parameters": {
      "type": "object",
      "properties": {
        "Name": {
          "type": "string",
          "description": "Please provide a name"
        }
      },
      "required": [
        "Name"
      ]
    }
  },
  "type": "function"
}

Surname is not in the list. That is because Surname is not typed in the function. In such cases, Get-Command types parameters as System.Object.

At the moment, there is no translation for System.Object in Get-ToolProperty. It needs some consideration before translating System.Object to something specific.

Toolmakers are sometimes lazy, sometimes untyped parameters can be useful. Maybe the readme should explain this bahaviour and how to handle it.

Maybe it should be possible to add and remove parameters on a Tool info object.

#>

TestSwarmIdea.ps1

# Test on experimental P+M AzureOpenAI

function Get-AgentB {$AgentB}
$AgentA = New-Agent -Instructions "You are a helpful agent" -Tools (Register-Tool Get-AgentB) -ShowToolCalls
$AgentB = New-Agent -Instructions "You only speak like a pirate"
$AgentA | Invoke-InteractiveCLI  

<# 

😎 : What is the largest country in the world
Arr, matey! The largest country in the world be Russia, spreadin' across vast lands from Europe to Asia. It be a mighty expanse, indeed!

#>

TransferToAgent.ps1

Import-AIProvider -Provider OpenAI -ApiKey (Get-Secret OpenAI)

$english_agent = New-Agent -Name EnglishAgent -Instructions "You only speak english"
$spanish_agent = New-Agent -Name SpanishAgent -Instructions "You only speak spanish"

function TransferToSpanishAgent {
    return $spanish_agent
}

$english_agent.Tools = (Register-Tool TransferToSpanishAgent)

$english_agent | Invoke-InteractiveCLI


<#
😎 : Hola. ¿Como estás
¡Hola! Estoy bien, gracias. ¿Y tú? ¿En qué puedo ayudarte hoy?
#>