Codex

0.1.0-Beta

Codex.psm1


function Enable-Codex {
    param (
        [string]$Chord = "ctrl+g",
        [switch]$Overwrite
    )

    foreach ($line in $defaultContext.Split("`n")) {
        $contextList.Add($line)
    }

    $handler = Get-PSReadLineKeyHandler -Chord $Chord
    if ($null -ne $handler -and -not $Overwrite) {
        throw "A key handler for '$Chord' already exists. Use `-Overwrite` to overwrite."
    }

    Set-PSReadLineKeyHandler -Key $Chord -BriefDescription 'Codex' -LongDescription 'Enable retriving Codex completions based on a comment' -ScriptBlock {
        param($key, $arg)
        
        $line = $null
        $cursor = $null

        [Microsoft.PowerShell.PSConsoleReadLine]::GetBufferState([ref]$line, [ref]$cursor)

        $output = Get-CodexCompletion -Line $line

        if ($null -eq $output) {
            $output = @('# No completion found')
        }

        $emptyCompletion = $true
        foreach ($str in $output) {
            $str = $str.Trim()
            if (![string]::IsNullOrEmpty($str)) {
                [Microsoft.PowerShell.PSConsoleReadLine]::AddLine()
                [Microsoft.PowerShell.PSConsoleReadLine]::Insert($str)
                $emptyCompletion = $false
            }
        }

        if ($emptyCompletion) {
            [Microsoft.PowerShell.PSConsoleReadLine]::AddLine()
            [Microsoft.PowerShell.PSConsoleReadLine]::Insert('# An empty completion was returned')
        }
        else {
            $result = Test-Completion $output
            if ($null -ne $result) {
                [Microsoft.PowerShell.PSConsoleReadLine]::AddLine()
                [Microsoft.PowerShell.PSConsoleReadLine]::Insert($result)
            }
        }
    }
}

function Register-CodexOpenApiKey {
    param (
        [Parameter(Mandatory)]
        [securestring]$ApiKey,

        [switch]$Overwrite
    )

    if ($null -eq (Get-Module Microsoft.PowerShell.SecretManagement -ListAvailable)) {
        throw "Please install the Microsoft.PowerShell.SecretManagement module to use this cmdlet"
    }

    if ($null -ne (Get-Secret -Name $secretName -ErrorAction Ignore) -and -not $Overwrite) {
        throw "Secret '$secretName' already exists. Use `-Overwrite` to overwrite."
    }

    Test-OpenApiKey -ApiKey $ApiKey
    Set-Secret -Name CodexOpenApiKey -Secret $ApiKey
}

function Test-Completion {
    param (
        $Lines
    )

    $tokens = $null
    $err = $null
    $ast = [System.Management.Automation.Language.Parser]::ParseInput($Lines, [ref]$tokens, [ref]$err)
    if ($err.Length -gt 0) {
        return "# This is not a valid PowerShell script"
    }

    $commands = $ast.FindAll({$true},$true) | Where-Object { $_ -is [System.Management.Automation.Language.CommandAst] } | ForEach-Object { $_.CommandElements[0].Value } | Sort-Object -Unique
    foreach ($command in $commands) {
        $c = Get-Command $command -ErrorAction Ignore
        if ($null -eq $c) {
            return "# '$command' not found on this system"
        }
    }
}

function Test-OpenApiKey {
    param (
        [Parameter(Mandatory)]
        [securestring]$ApiKey
    )

    try {
        Write-Progress -Activity "OpenAI Key" -Status "Validating..."
        $null = Invoke-RestMethod -Uri 'https://api.openai.com/v1/engines' -Authentication Bearer -Token $ApiKey
        Write-Progress -Activity "OpenAI Key" -Completed
    }
    catch {
        $statusCode = $_.Exception.Response.StatusCode.value__
        throw "Failed to access OpenAI api [$statusCode]. Please check your OpenAI API key (https://beta.openai.com/account/api-keys) and Organization ID (https://beta.openai.com/account/org-settings)."
    }
}

$engine = 'code-davinci-002'
$secretName = 'CodexOpenApiKey'
$contextList = [System.Collections.Generic.List[string]]::new()
$defaultContext = @"
# what processes are hogging the most cpu?
Get-Process | Sort-Object -Property CPU -Descending | Select-Object -First 10

# stop the chrome processes
Get-Process chrome | Stop-Process

# what's my IP address?
(Invoke-WebRequest -uri "http://ifconfig.me/ip").Content

# what's the weather in New York?
(Invoke-WebRequest -uri "wttr.in/NewYork").Content

# make a git ignore with node modules and src in it
"node_modules
src" | Out-File .gitignore

# open it in notepad
notepad .gitignore

# what's running on port 1018?
Get-Process -Id (Get-NetTCPConnection -LocalPort 1018).OwningProcess

# kill process 1584
Stop-Process -Id 1584

# what other devices are on my network?
Get-NetIPAddress | Format-Table

# how much storage is left on my pc?
Get-WmiObject -Class Win32_LogicalDisk | Select-Object -Property DeviceID,FreeSpace,Size,DriveType | Format-Table -AutoSize

# how many GB is 367247884288 B?
(367247884288 / 1GB)
"@

function Get-CodexCompletion {
    param (
        [ValidateNotNullOrEmpty()]
        [string]$Line
    )

    $ApiKey = Get-Secret -Name $secretName -ErrorAction Ignore
    if ($null -eq $ApiKey) {
        throw "OpenAI API key not found. Please use Register-CodexOpenApiKey to register your OpenAI API key"
    }

    $contextList.Add("\n" + $Line.Replace('"', '\"'))

    $trimList = $false
    do {
        if ($trimList) {
            $contextList.RemoveAt(0)
        }

        $context = [string]::Join("\n", $contextList.ToArray()).Replace('"', '\"')
        [int]$tokenCount = $context.Split(' ', [System.StringSplitOptions]::RemoveEmptyEntries).count + $contextList.Count - 1
        $trimList = $true
    }
    while ($tokenCount -gt 4096)
 
    $body = "{`"prompt`": `"<# powershell #>\n\n$context`", `"temperature`": 0, `"max_tokens`": 300, `"stop`":`"#`"}"

    Write-Progress -Activity "Codex" -Status "Getting completion..."
    try {
        $completion = Invoke-RestMethod -Uri "https://api.openai.com/v1/engines/$engine/completions" -ContentType 'application/json' -Authentication Bearer -Token $ApiKey -Body $body -Method Post
    }
    catch {
        Write-Error $_
        Write-Verbose -Verbose $body
    }

    Write-Progress -Activity "Codex" -Completed

    $response = $completion.Choices.Text
    $contextList.Add($response.Trim().Replace("`n", "\n"))

    return $response
}