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November 17, 2023 12:41
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| function Get-AzureOpenAIToken1{ | |
| <# .SYNOPSIS | |
| Get an azure token for user or managed identity thats required to authenticate to Azure OpenAI with Rest API. | |
| Also construct the header if you are using an Azure OpenAI API key instead of Azure AD authentication. | |
| .PARAMETER ManagedIdentity | |
| Use this parameter if you want to use a managed identity to authenticate to Azure OpenAI. | |
| .PARAMETER User | |
| Use this parameter if you want to use a user to authenticate to Azure OpenAI. | |
| .PARAMETER APIKey | |
| Use this parameter if you want to use an API key to authenticate to Azure OpenAI. | |
| .EXAMPLE | |
| # Manually specify username and password to acquire an authentication token: | |
| Get-AzureOpenAIToken -APIKey "ghgkfhgfgfgkhgh" | |
| Get-AzureOpenAIToken -ManagedIdentity $true | |
| Get-AzureOpenAIToken -User $true | |
| .NOTES | |
| Author: Alexander Holmeset | |
| Twitter: @AlexHolmeset | |
| Website: https://www.alexholmeset.blog | |
| Created: 09-02-2023 | |
| Updated: | |
| Version history: | |
| 1.0.0 - (09-02-2023) Function created | |
| #> | |
| [CmdletBinding()] | |
| param ( | |
| [Parameter(Mandatory=$false)] | |
| [string]$APIKey, | |
| [Parameter(Mandatory=$false)] | |
| [string]$ManagedIdentity, | |
| [Parameter(Mandatory=$false)] | |
| [string]$User | |
| ) | |
| Process { | |
| $ErrorActionPreference = "Stop" | |
| if (Get-Module -ListAvailable -Name Az.Accounts) { | |
| # Write-Host "You have the Az.Accounts module installed" | |
| } | |
| else { | |
| Write-Host "You need to install the Az.Accounts module"; | |
| break | |
| } | |
| If(!$MyHeader){ | |
| If($ManagedIdentity -eq $true){ | |
| "managed" | |
| try { | |
| Connect-AzAccount -Identity | |
| $MyTokenRequest = Get-AzAccessToken -ResourceUrl "https://cognitiveservices.azure.com" | |
| $MyToken = $MyTokenRequest.token | |
| If(!$MyToken){ | |
| Write-Warning "Failed to get API access token!" | |
| Exit 1 | |
| } | |
| $Global:MyHeader1 = @{"Authorization" = "Bearer $MyToken" } | |
| } | |
| catch [System.Exception] { | |
| Write-Warning "Failed to get Access Token, Error message: $($_.Exception.Message)"; break | |
| } | |
| } | |
| If($User -eq $true){ | |
| "USER" | |
| try { | |
| Connect-AzAccount | |
| $MyTokenRequest = Get-AzAccessToken -ResourceUrl "https://cognitiveservices.azure.com" | |
| $MyToken = $MyTokenRequest.token | |
| If(!$MyToken){ | |
| Write-Warning "Failed to get API access token!" | |
| Exit 1 | |
| } | |
| $Global:MyHeader1 = @{"Authorization" = "Bearer $MyToken" } | |
| } | |
| catch [System.Exception] { | |
| Write-Warning "Failed to get Access Token, Error message: $($_.Exception.Message)"; break | |
| } | |
| } | |
| If($APIkey){ | |
| $Global:MyHeader1 = @{"api-key" = $apikey } | |
| } | |
| } | |
| } | |
| } | |
| function Get-AzureOpenAIToken2{ | |
| <# .SYNOPSIS | |
| Get an azure token for user or managed identity thats required to authenticate to Azure OpenAI with Rest API. | |
| Also construct the header if you are using an Azure OpenAI API key instead of Azure AD authentication. | |
| .PARAMETER ManagedIdentity | |
| Use this parameter if you want to use a managed identity to authenticate to Azure OpenAI. | |
| .PARAMETER User | |
| Use this parameter if you want to use a user to authenticate to Azure OpenAI. | |
| .PARAMETER APIKey | |
| Use this parameter if you want to use an API key to authenticate to Azure OpenAI. | |
| .EXAMPLE | |
| # Manually specify username and password to acquire an authentication token: | |
| Get-AzureOpenAIToken -APIKey "ghgkfhgfgfgkhgh" | |
| Get-AzureOpenAIToken -ManagedIdentity $true | |
| Get-AzureOpenAIToken -User $true | |
| .NOTES | |
| Author: Alexander Holmeset | |
| Twitter: @AlexHolmeset | |
| Website: https://www.alexholmeset.blog | |
| Created: 09-02-2023 | |
| Updated: | |
| Version history: | |
| 1.0.0 - (09-02-2023) Function created | |
| #> | |
| [CmdletBinding()] | |
| param ( | |
| [Parameter(Mandatory=$false)] | |
| [string]$APIKey, | |
| [Parameter(Mandatory=$false)] | |
| [string]$ManagedIdentity, | |
| [Parameter(Mandatory=$false)] | |
| [string]$User | |
| ) | |
| Process { | |
| $ErrorActionPreference = "Stop" | |
| if (Get-Module -ListAvailable -Name Az.Accounts) { | |
| # Write-Host "You have the Az.Accounts module installed" | |
| } | |
| else { | |
| Write-Host "You need to install the Az.Accounts module"; | |
| break | |
| } | |
| If(!$MyHeader){ | |
| If($ManagedIdentity -eq $true){ | |
| "managed" | |
| try { | |
| Connect-AzAccount -Identity | |
| $MyTokenRequest = Get-AzAccessToken -ResourceUrl "https://cognitiveservices.azure.com" | |
| $MyToken = $MyTokenRequest.token | |
| If(!$MyToken){ | |
| Write-Warning "Failed to get API access token!" | |
| Exit 1 | |
| } | |
| $Global:MyHeader = @{"Authorization" = "Bearer $MyToken" } | |
| } | |
| catch [System.Exception] { | |
| Write-Warning "Failed to get Access Token, Error message: $($_.Exception.Message)"; break | |
| } | |
| } | |
| If($User -eq $true){ | |
| "USER" | |
| try { | |
| Connect-AzAccount | |
| $MyTokenRequest = Get-AzAccessToken -ResourceUrl "https://cognitiveservices.azure.com" | |
| $MyToken = $MyTokenRequest.token | |
| If(!$MyToken){ | |
| Write-Warning "Failed to get API access token!" | |
| Exit 1 | |
| } | |
| $Global:MyHeader = @{"Authorization" = "Bearer $MyToken" } | |
| } | |
| catch [System.Exception] { | |
| Write-Warning "Failed to get Access Token, Error message: $($_.Exception.Message)"; break | |
| } | |
| } | |
| If($APIkey){ | |
| $Global:MyHeader2 = @{"api-key" = $apikey } | |
| } | |
| } | |
| } | |
| } | |
| Get-AzureOpenAIToken1 -APIKey "apikey1" | |
| $DeploymentName1 = "deploymentname1" | |
| $ResourceName1 = "resourcename1" | |
| $Name1 = "Jenna" | |
| #Here you can define the persnoality of the chatbot. | |
| $AssitantInstruction1 = "Your are a person that like to chat and your name is $Name1. Pretend to be a real person, not an AI chatbot. Never end the conversation, just transition to antoher topic. Never mention you are a AI. You are a teenage girl. Talk like a teenage girl." | |
| Get-AzureOpenAIToken2 -APIKey "APIkey2" | |
| $DeploymentName2 = "deploymentname2" | |
| $ResourceName2 = "resourcename2" | |
| $Name2 = "Lisa" | |
| #Here you can define the persnoality of the chatbot. | |
| $AssitantInstruction2 = "Your are a person that like to chat and your name is $Name2. Pretend to be a real person, not an AI chatbot. Never end the conversation, just transition to antoher topic. Never mention you are a AI. You are a teenage girl. Talk like a teenage girl." | |
| $Prompt = "My name is $Name2, how are you?" | |
| function Get-Chat1 { | |
| <# .SYNOPSIS | |
| Get a resposne from the chat endpoint in Azure OpenAI. | |
| .PARAMETER DeploymentName | |
| A deployment name should be provided. | |
| .PARAMETER ResourceName | |
| A Resource name should be provided. | |
| .PARAMETER Prompt | |
| A prompt name should be provided. | |
| .PARAMETER Token | |
| A token name should be provided. | |
| .EXAMPLE | |
| Get-Chat -DeploymentName $DeploymentName -ResourceName $ResourceName -maxtokens 1000 -prompt "What is the meaning of life?" -AssitantInstruction $AssitantInstruction | |
| .NOTES | |
| Author: Alexander Holmeset | |
| Twitter: @AlexHolmeset | |
| Website: https://www.alexholmeset.blog | |
| Created: 09-02-2023 | |
| Updated: | |
| Version history: | |
| 1.0.0 - (09-02-2023) Function created | |
| #>[CmdletBinding()] | |
| param ( | |
| [parameter(Mandatory = $true, HelpMessage = "Your azure openai deployment name")] | |
| [ValidateNotNullOrEmpty()] | |
| [string]$DeploymentName, | |
| [parameter(Mandatory = $true, HelpMessage = "your azure openai resource name")] | |
| [ValidateNotNullOrEmpty()] | |
| [string]$ResourceName, | |
| [parameter(Mandatory = $true, HelpMessage = "Your Azure OpenAI prompt")] | |
| [ValidateNotNullOrEmpty()] | |
| [string]$Prompt, | |
| [parameter(Mandatory = $true, HelpMessage = "Your Azure OpenAI service instructions")] | |
| [ValidateNotNullOrEmpty()] | |
| [string]$AssitantInstruction | |
| ) | |
| Process { | |
| $ErrorActionPreference = "Stop" | |
| $APIVersion = "2023-03-15-preview" | |
| # Construct URI | |
| $uri = "https://$ResourceName1.openai.azure.com/openai/deployments/$DeploymentName1/chat/completions?api-version=$ApiVersion" | |
| $script:conversation += @" | |
| {"role": "user", "content": "$($Name2): $prompt"}, | |
| "@ | |
| # Construct Body | |
| $Body = @" | |
| { | |
| "messages": | |
| [ | |
| $script:conversation | |
| {"role": "system", "content": "$AssitantInstruction"} | |
| ] | |
| } | |
| "@ | |
| try { | |
| $Global:Request = invoke-restmethod -Method POST -Uri $uri -ContentType "application/json" -Body $body -Headers $Global:MyHeader1 | |
| $script:conversation += @" | |
| {"role": "assistant", "content": "$($Request.choices.message.content)"}, | |
| "@ | |
| } | |
| catch [System.Exception] { | |
| Write-Warning "Failed to to POST request: $($_.Exception)"; | |
| Write-Warning "Failed to to POST request: $($_.Exception.Message)"; break | |
| } | |
| return $Global:request.choices.message.content | |
| } | |
| } | |
| function Get-Chat2 { | |
| <# .SYNOPSIS | |
| Get a resposne from the chat endpoint in Azure OpenAI. | |
| .PARAMETER DeploymentName | |
| A deployment name should be provided. | |
| .PARAMETER ResourceName | |
| A Resource name should be provided. | |
| .PARAMETER Prompt | |
| A prompt name should be provided. | |
| .PARAMETER Token | |
| A token name should be provided. | |
| .EXAMPLE | |
| Get-Chat -DeploymentName $DeploymentName -ResourceName $ResourceName -maxtokens 1000 -prompt "What is the meaning of life?" -AssitantInstruction $AssitantInstruction | |
| .NOTES | |
| Author: Alexander Holmeset | |
| Twitter: @AlexHolmeset | |
| Website: https://www.alexholmeset.blog | |
| Created: 09-02-2023 | |
| Updated: | |
| Version history: | |
| 1.0.0 - (09-02-2023) Function created | |
| #>[CmdletBinding()] | |
| param ( | |
| [parameter(Mandatory = $true, HelpMessage = "Your azure openai deployment name")] | |
| [ValidateNotNullOrEmpty()] | |
| [string]$DeploymentName, | |
| [parameter(Mandatory = $true, HelpMessage = "your azure openai resource name")] | |
| [ValidateNotNullOrEmpty()] | |
| [string]$ResourceName, | |
| [parameter(Mandatory = $true, HelpMessage = "Your Azure OpenAI prompt")] | |
| [ValidateNotNullOrEmpty()] | |
| [string]$Prompt, | |
| [parameter(Mandatory = $true, HelpMessage = "Your Azure OpenAI service instructions")] | |
| [ValidateNotNullOrEmpty()] | |
| [string]$AssitantInstruction | |
| ) | |
| Process { | |
| $ErrorActionPreference = "Stop" | |
| $APIVersion = "2023-03-15-preview" | |
| # Construct URI | |
| $uri = "https://$ResourceName2.openai.azure.com/openai/deployments/$DeploymentName2/chat/completions?api-version=$ApiVersion" | |
| $script:conversation += @" | |
| {"role": "user", "content": "$($Name1): $prompt"}, | |
| "@ | |
| # Construct Body | |
| $Body = @" | |
| { | |
| "messages": | |
| [ | |
| $script:conversation | |
| {"role": "system", "content": "$AssitantInstruction"} | |
| ]} | |
| "@ | |
| try { | |
| $Global:Request = invoke-restmethod -Method POST -Uri $uri -ContentType "application/json" -Body $body -Headers $Global:MyHeader2 | |
| $script:conversation += @" | |
| {"role": "assistant", "content": "$($Request.choices.message.content)"}, | |
| "@ | |
| } | |
| catch [System.Exception] { | |
| Write-Warning "Failed to to POST request: $($_.Exception)"; | |
| Write-Warning "Failed to to POST request: $($_.Exception.Message)"; break | |
| } | |
| return $Global:request.choices.message.content | |
| } | |
| } | |
| while ($true) { | |
| if($Prompt -like "My name is $Name2, how are you?" ){Write-Host $("$Name2"+":"+" $Prompt") -ForegroundColor Blue;""} | |
| $Reply1 = Get-Chat1 -DeploymentName $DeploymentName1 -ResourceName $ResourceName1 -Prompt $Prompt -AssitantInstruction $AssitantInstruction1 | |
| Write-Host "$Reply1" -ForegroundColor Yellow | |
| "" | |
| $Reply2 = Get-Chat2 -DeploymentName $DeploymentName2 -ResourceName $ResourceName2 -Prompt $Reply1 -AssitantInstruction $AssitantInstruction2 | |
| Write-Host "$Reply2" -ForegroundColor Blue | |
| "" | |
| # The response from the second deployment becomes the prompt for the first in the next loop iteration. | |
| $Prompt = $Reply2 | |
| } |
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