TechToolbox

0.5.15

Public/AI/Install-TechAgentRuntime.ps1

                                function Install-TechAgentRuntime {

    <#

    .SYNOPSIS

        Bootstraps the local Python runtime for Invoke-TechAgent.

    .DESCRIPTION

        Creates (or repairs) the repository virtual environment and installs

        AI/Agent/requirements.txt into .venv.

    .PARAMETER PythonPath

        Optional explicit Python executable path to build the virtual environment.

    .PARAMETER ForceRecreateVenv

        Deletes and recreates .venv before installation.

    .PARAMETER UpgradePip

        Upgrades pip/setuptools/wheel inside .venv.

    .PARAMETER UpgradePackages

        Uses pip --upgrade when installing requirements.

    .PARAMETER PullModel

        Pulls the selected Ollama model after runtime installation.

    .PARAMETER Model

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

    .EXAMPLE

        Install-TechAgentRuntime

    .EXAMPLE

        Install-TechAgentRuntime -UpgradePip -UpgradePackages -PullModel -Model "qwen3.6:35b"

    #>

    [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

    $moduleRoot = Get-ModuleRoot

    $agentRoot = Join-Path $moduleRoot 'AI\Agent'

    $requirementsPath = Join-Path $agentRoot 'requirements.txt'

    $venvPath = Join-Path $moduleRoot '.venv'

    $venvPython = Join-Path $venvPath 'Scripts\python.exe'

    if (-not (Test-Path -LiteralPath $requirementsPath -PathType Leaf)) {

        throw "Agent requirements file not found: $requirementsPath"

    }

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

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

    }

    $pythonCommand = $null

    $pythonArgsPrefix = @()

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

        if (-not (Test-Path -LiteralPath $PythonPath -PathType Leaf)) {

            throw "PythonPath does not exist: $PythonPath"

        }

        $pythonCommand = @{ Source = $PythonPath }

    }

    else {

        $pythonCommand = Get-Command -Name python -ErrorAction SilentlyContinue

        if (-not $pythonCommand) {

            $pythonCommand = Get-Command -Name py -ErrorAction SilentlyContinue

            if ($pythonCommand) {

                $pythonArgsPrefix = @('-3')

            }

        }

    }

    if (-not $pythonCommand) {

        throw "Python executable not found. Install Python or pass -PythonPath."

    }

    if ($ForceRecreateVenv.IsPresent -and (Test-Path -LiteralPath $venvPath -PathType Container)) {

        if ($PSCmdlet.ShouldProcess($venvPath, 'Remove existing virtual environment')) {

            Remove-Item -LiteralPath $venvPath -Recurse -Force

        }

    }

    if (-not (Test-Path -LiteralPath $venvPython -PathType Leaf)) {

        if ($PSCmdlet.ShouldProcess($venvPath, 'Create Python virtual environment')) {

            Write-Log -Level Info -Message ("Creating virtual environment: {0}" -f $venvPath)

            & $pythonCommand.Source @pythonArgsPrefix -m venv $venvPath

            if ($LASTEXITCODE -ne 0) {

                throw "Failed to create Python virtual environment."

            }

        }

    }

    if (-not (Test-Path -LiteralPath $venvPython -PathType Leaf)) {

        throw "Virtual environment Python not found after setup: $venvPython"

    }

    if ($UpgradePip.IsPresent) {

        if ($PSCmdlet.ShouldProcess($venvPython, 'Upgrade pip tooling')) {

            Write-Log -Level Info -Message 'Upgrading pip tooling in virtual environment.'

            & $venvPython -m pip install --upgrade pip setuptools wheel

            if ($LASTEXITCODE -ne 0) {

                throw "Failed to upgrade pip tooling in virtual environment."

            }

        }

    }

    $pipInstallArgs = @('-m', 'pip', 'install')

    if ($UpgradePackages.IsPresent) {

        $pipInstallArgs += '--upgrade'

    }

    $pipInstallArgs += @('-r', $requirementsPath)

    if ($PSCmdlet.ShouldProcess($requirementsPath, 'Install Tech agent Python requirements')) {

        Write-Log -Level Info -Message ("Installing agent dependencies from: {0}" -f $requirementsPath)

        & $venvPython @pipInstallArgs

        if ($LASTEXITCODE -ne 0) {

            throw "Failed to install agent dependencies."

        }

    }

    if ($PullModel.IsPresent) {

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

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

        }

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

        if (-not $ollamaCommand) {

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

        }

        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)

            }

        }

    }

    $runtimeDetails = & $venvPython -c "import platform, sys; print(platform.python_version()); print(sys.executable)"

    $langchainVersion = & $venvPython -c "import langchain; print(langchain.__version__)"

    $pythonVersion = if ($runtimeDetails -and $runtimeDetails.Count -ge 1) { $runtimeDetails[0] } else { $null }

    $pythonExe = if ($runtimeDetails -and $runtimeDetails.Count -ge 2) { $runtimeDetails[1] } else { $venvPython }

    $result = [PSCustomObject]@{

        VenvPath         = $venvPath

        PythonExecutable = $pythonExe

        PythonVersion    = $pythonVersion

        LangChainVersion = ($langchainVersion | Out-String).Trim()

        RequirementsPath = $requirementsPath

        ModelPulled      = [bool]$PullModel.IsPresent

        Model            = $Model

        Success          = $true

    }

    Write-Log -Level Info -Message ("Tech agent runtime is ready. Python={0}, LangChain={1}" -f $result.PythonVersion, $result.LangChainVersion)

    return $result

}

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