TechToolbox

0.6.18

Public/AI/Install-TechAgentRuntime.ps1

                                function Install-TechAgentRuntime {

    <#

    .SYNOPSIS

        Verifies Ollama availability and optionally pulls the configured agent model.

    .DESCRIPTION

        For the packaged TechToolbox agent runtime, this command no longer

        manages a repository-local Python environment. It validates that Ollama

        is installed, reports available local models, and optionally pulls the

        configured model for Invoke-TechAgent.

    .PARAMETER PythonPath

        Deprecated compatibility parameter. Ignored.

    .PARAMETER ForceRecreateVenv

        Deprecated compatibility parameter. Ignored.

    .PARAMETER UpgradePip

        Deprecated compatibility parameter. Ignored.

    .PARAMETER UpgradePackages

        Deprecated compatibility parameter. Ignored.

    .PARAMETER PullModel

        Pulls the selected Ollama model after validating the local Ollama runtime.

    .PARAMETER Model

        Ollama model to pull when -PullModel is used. Defaults to settings.agent.model.

    .EXAMPLE

        Install-TechAgentRuntime

    .EXAMPLE

        Install-TechAgentRuntime -PullModel -Model "techtoolbox-qwen2_5-7b-lora:latest"

    .LINK

        https://dan-damit.github.io/TechToolbox-Docs/Install-TechAgentRuntime

    #>

    [CmdletBinding(SupportsShouldProcess)]

    param(

        [Parameter()]

        [ValidateNotNullOrEmpty()]

        [string]$PythonPath,

        [Parameter()]

        [switch]$ForceRecreateVenv,

        [Parameter()]

        [switch]$UpgradePip,

        [Parameter()]

        [switch]$UpgradePackages,

        [Parameter()]

        [switch]$PullModel,

        [Parameter()]

        [ValidateNotNullOrEmpty()]

        [string]$Model

    )

    Initialize-TechToolboxRuntime

    if ([string]::IsNullOrWhiteSpace($Model) -and $script:cfg -and $script:cfg.settings -and $script:cfg.settings.agent) {

        $Model = $script:cfg.settings.agent.model

    }

    $ignoredCompatibilityParameters = @()

    if (-not [string]::IsNullOrWhiteSpace($PythonPath)) {

        $ignoredCompatibilityParameters += 'PythonPath'

    }

    if ($ForceRecreateVenv.IsPresent) {

        $ignoredCompatibilityParameters += 'ForceRecreateVenv'

    }

    if ($UpgradePip.IsPresent) {

        $ignoredCompatibilityParameters += 'UpgradePip'

    }

    if ($UpgradePackages.IsPresent) {

        $ignoredCompatibilityParameters += 'UpgradePackages'

    }

    if ($ignoredCompatibilityParameters.Count -gt 0) {

        Write-Warning ("Deprecated parameters are ignored by the packaged C# agent runtime: {0}" -f ($ignoredCompatibilityParameters -join ', '))

    }

    $ollamaCommand = Get-Command -Name ollama -ErrorAction SilentlyContinue

    if (-not $ollamaCommand) {

        throw "Ollama executable not found. Install Ollama or add it to PATH."

    }

    $getAvailableModels = {

        $ollamaListOutput = & $ollamaCommand.Source list 2>&1

        if ($LASTEXITCODE -ne 0) {

            $ollamaError = ($ollamaListOutput | Out-String).Trim()

            throw ("Unable to query local Ollama models: {0}" -f $ollamaError)

        }

        $availableModels = @()

        foreach ($line in $ollamaListOutput) {

            $trimmed = "$line".Trim()

            if ([string]::IsNullOrWhiteSpace($trimmed)) {

                continue

            }

            if ($trimmed -match '^NAME\s+') {

                continue

            }

            $parts = $trimmed -split '\s+'

            if ($parts.Count -gt 0 -and -not [string]::IsNullOrWhiteSpace($parts[0])) {

                $availableModels += $parts[0]

            }

        }

        return @($availableModels | Sort-Object -Unique)

    }

    $availableModels = & $getAvailableModels

    if ($PullModel.IsPresent) {

        if ([string]::IsNullOrWhiteSpace($Model)) {

            throw 'PullModel requested, but no model was specified and no default model is configured.'

        }

        if ($PSCmdlet.ShouldProcess($Model, 'Pull Ollama model')) {

            Write-Log -Level Info -Message ("Pulling Ollama model: {0}" -f $Model)

            & $ollamaCommand.Source pull $Model

            if ($LASTEXITCODE -ne 0) {

                throw ("Failed to pull Ollama model: {0}" -f $Model)

            }

            $availableModels = & $getAvailableModels

        }

    }

    $modelAvailable = $false

    if (-not [string]::IsNullOrWhiteSpace($Model)) {

        $modelAvailable = $availableModels -contains $Model

    }

    $result = [PSCustomObject]@{

        OllamaExecutable           = [string]$ollamaCommand.Source

        Model                      = $Model

        ModelPulled                = [bool]$PullModel.IsPresent

        ModelAvailable             = $modelAvailable

        AvailableModels            = @($availableModels)

        IgnoredCompatibilityParams = @($ignoredCompatibilityParameters)

        Success                    = $true

    }

    Write-Log -Level Info -Message ("Tech agent runtime is ready. Ollama={0}, Model={1}, Available={2}" -f $result.OllamaExecutable, $result.Model, $result.ModelAvailable)

    return $result

}

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