Enhancements

README.md

@@ -44,11 +44,11 @@ Right now, the awesome functionality is that you can pipe a whole directory of j
     Dependencies will be installed automatically.
 
 3. **Get and set your OpenAI API Key**:
-   Get/Create your OpenAI API key from [ https://platform.openai.com/account/api-keys]( https://platform.openai.com/account/api-keys) and then set as *plain text* with `$env:OpenAIKey`:
+   Get/Create your OpenAI API key from [ https://platform.openai.com/account/api-keys]( https://platform.openai.com/account/api-keys) and then set as *plain text* with `$env:OPENAI_API_KEY`:
     ```powershell
-    $env:OpenAIKey = "sk-fake-T3BlbFJi7vpHiKhyYKy8aUT3Blbk"
+    $env:OPENAI_API_KEY = "sk-fake-T3BlbFJi7vpHiKhyYKy8aUT3Blbk"
     ```
-   You may also want to put it in your $profile.
+   You may also want to put it in your $profile. `$env:OpenAIKey` also works to provide compatibility with other PowerShell modules.
 
 ## Quick Start
 
@@ -99,22 +99,32 @@ Drop that append parameter and train a bunch of models with a bunch of jsonl fil
 
 | Command Name       | Description                                        |
 |--------------------|----------------------------------------------------|
+| Clear-TuneProvider | Clears the OpenAI provider configuration for finetuna |
+| Compare-Embedding  | Calculates the similarity between two embedding vectors |
 | Create-CustomModel | An alias for New-TuneModel                         |
-| Invoke-TunedChat   | Initiates a chat session with any model            |
+| Get-Embedding      | Creates an embedding vector for the given text     |
 | Get-TuneFile       | Retrieves a list or a specific tuning file         |
 | Get-TuneFileContent| Reads the content of a list or specific tuning file|
 | Get-TuneJob        | Retrieves a list or details of a specific tuning job|
 | Get-TuneJobEvent   | Fetches events for a list or specific tuning job   |
 | Get-TuneModel      | Retrieves a list or a specific tuning model        |
 | Get-TuneModelDefault| Gets the default model that Invoke-TuneChat uses  |
+| Get-TuneProvider   | Retrieves the current OpenAI provider configuration for finetuna |
 | Invoke-TuneChat    | Initiates a chat session with a tuning model       |
+| Invoke-TunedChat   | Initiates a chat session with any model (alias for Invoke-TuneChat) |
+| Measure-TuneToken  | Measures the token usage of the provided text      |
 | New-TuneModel      | Creates a new tuning model                         |
 | Remove-TuneFile    | Deletes a specific tuning file                     |
 | Remove-TuneModel   | Deletes a specific tuning model                    |
+| Request-TuneFileReview | Submits a file to Invoke-TuneChat for improvement suggestions |
 | Send-TuneFile      | Sends a file for tuning                            |
 | Set-TuneModelDefault| Sets the default model that Invoke-TuneChat will use|
+| Set-TuneProvider   | Configures the OpenAI or Azure OpenAI service context for finetuna |
+| Start-TuneDemo     | Launches the finetuna demo notebook |
 | Start-TuneJob      | Starts a new tuning job                            |
 | Stop-TuneJob       | Stops a running tuning job                         |
+| Test-TuneFile      | Validates tune files before sending to model for training |
+| Wait-TuneJob       | Waits for a fine-tuning job to complete            |
 
 ## Azure OpenAI Services
 

finetuna.psd1

@@ -55,6 +55,7 @@
         'Send-TuneFile',
         'Set-TuneModelDefault',
         'Set-TuneProvider',
+        'Start-TuneDemo',
         'Start-TuneJob',
         'Stop-TuneJob',
         'Test-TuneFile',

finetuna.psm1

@@ -71,6 +71,11 @@ if (-not (Test-Path -Path $script:configdir)) {
 
 $configFile = Join-Path -Path $script:configdir -ChildPath config.json
 
+# make it compat with PSAI
+if ($env:OpenAIKey -and -not $env:OPENAI_API_KEY) {
+    $env:OPENAI_API_KEY = $env:OpenAIKey
+}
+
 $apiKey = (Get-OpenAIContext).ApiKey
 
 if (-not $apiKey -and (Test-Path -Path $configFile)) {

public/Start-TuneDemo.ps1

@@ -0,0 +1,64 @@
+function Start-TuneDemo {
+<#
+    .SYNOPSIS
+        Launches the finetuna demo notebook in Visual Studio Code or a platform-specific launcher.
+
+    .DESCRIPTION
+        The Start-TuneDemo function attempts to launch the 'demo.ipynb' notebook in Visual Studio Code (regular or Insiders edition).
+        If Visual Studio Code is not available, it falls back to platform-specific launchers such as Jupyter or the default application associated with .ipynb files.
+        If no suitable launcher is found, it displays a warning message advising the user to open the notebook manually.
+
+    .EXAMPLE
+        PS C:\> Start-TuneDemo
+
+        Launches the 'demo.ipynb' notebook in Visual Studio Code or a platform-specific launcher.
+
+    .NOTES
+        - The function assumes that the 'demo.ipynb' notebook is located in the root directory of the finetuna module.
+        - It attempts to launch the notebook using the following methods, in order of preference:
+        1. Visual Studio Code (regular edition)
+        2. Visual Studio Code Insiders edition
+        3. Platform-specific launchers (Jupyter on Windows, 'open' on macOS, 'xdg-open' on Linux)
+        - If none of the above methods succeed, it displays a warning message to open the notebook manually.
+#>
+    [CmdletBinding()]
+    param()
+
+    $notebookPath = Join-Path -Path $script:ModuleRoot -ChildPath "demo.ipynb"
+
+    if (-not (Test-Path -Path $notebookPath)) {
+        Write-Error "The demo notebook 'demo.ipynb' was not found in the module directory."
+        return
+    }
+
+    $launched = $false
+
+    # Try launching with Visual Studio Code
+    $vscodeCommands = @("code", "code-insiders")
+    foreach ($command in $vscodeCommands) {
+        $vscodeCheck = Get-Command -Name $command -ErrorAction SilentlyContinue
+        if ($vscodeCheck) {
+            Start-Process -FilePath $command -ArgumentList "`"$notebookPath`""
+            $launched = $true
+            break
+        }
+    }
+
+    if (-not $launched) {
+        # Fall back to platform-specific launchers
+        if ($IsWindows) {
+            Start-Process -FilePath "jupyter" -ArgumentList "notebook `"$notebookPath`""
+            $launched = $true
+        } elseif ($IsMacOS) {
+            Start-Process -FilePath "open" -ArgumentList "-a Jupyter `"$notebookPath`""
+            $launched = $true
+        } elseif ($IsLinux) {
+            Start-Process -FilePath "xdg-open" -ArgumentList "`"$notebookPath`""
+            $launched = $true
+        }
+    }
+
+    if (-not $launched) {
+        Write-Warning "Failed to launch the demo notebook. Please open it manually."
+    }
+}