Functions/GenXdev.AI.Queries/Get-SimularMovieTitles.ps1
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################################################################################ <# .SYNOPSIS Finds similar movie titles based on common properties. .DESCRIPTION Analyzes the provided movies to find common properties and returns a list of 10 similar movie titles. Uses AI to identify patterns and themes across the input movies to suggest relevant recommendations. .PARAMETER Movies Array of movie titles to analyze for similarities. .PARAMETER Model The LM-Studio model to use for analysis. .PARAMETER ModelLMSGetIdentifier Identifier used for getting specific model from LM Studio. .PARAMETER OpenInImdb Opens IMDB searches for each result in default browser. .PARAMETER ShowWindow Show the LM Studio window during processing. .PARAMETER Temperature Temperature for response randomness (0.0-1.0). .PARAMETER MaxToken Maximum tokens in response (-1 for default). .PARAMETER TTLSeconds Set a TTL (in seconds) for models loaded via API requests. .PARAMETER Gpu GPU offload configuration (-2=Auto, -1=LMStudio decides, 0-1=fraction, off=CPU). .PARAMETER Force Force stop LM Studio before initialization. .PARAMETER ApiEndpoint Api endpoint url, defaults to http://localhost:1234/v1/chat/completions. .PARAMETER ApiKey The API key to use for the request. .EXAMPLE Get-SimularMovieTitles -Movies "The Matrix","Inception" -OpenInImdb .EXAMPLE moremovietitles "The Matrix","Inception" -imdb #> ################################################################################ function Get-SimularMovieTitles { ############################################################################ [CmdletBinding()] [Alias("moremovietitles")] [System.Diagnostics.CodeAnalysis.SuppressMessageAttribute("PSUseSingularNouns", "")] param ( ######################################################################## [Parameter( Mandatory = $true, Position = 0, HelpMessage = "Array of movie titles to analyze for similarities" )] [string[]]$Movies, ######################################################################## [Parameter( Mandatory = $false, Position = 1, HelpMessage = "The LM-Studio model to use" )] [SupportsWildcards()] [string] $Model, ######################################################################## [Parameter( Mandatory = $false, HelpMessage = "Identifier used for getting specific model from LM Studio" )] [string] $ModelLMSGetIdentifier, ######################################################################## [Parameter( Mandatory = $false, HelpMessage = "Opens IMDB searches for each result" )] [Alias("imdb")] [switch]$OpenInImdb, ######################################################################## [Parameter( Mandatory = $false, HelpMessage = "Show the LM Studio window")] [switch] $ShowWindow, ######################################################################## [Parameter( Mandatory = $false, HelpMessage = "Temperature for response randomness (0.0-1.0)")] [ValidateRange(0.0, 1.0)] [double] $Temperature = 0.2, ######################################################################## [Parameter( Mandatory = $false, HelpMessage = "Maximum tokens in response (-1 for default)")] [Alias("MaxTokens")] [int] $MaxToken = -1, ######################################################################## [Alias("ttl")] [Parameter( Mandatory = $false, HelpMessage = "Set a TTL (in seconds) for models loaded via API requests")] [int] $TTLSeconds = -1, ######################################################################## [Parameter( Mandatory = $false, HelpMessage = "How much to offload to the GPU. If `"off`", GPU offloading is disabled. If `"max`", all layers are offloaded to GPU. If a number between 0 and 1, that fraction of layers will be offloaded to the GPU. -1 = LM Studio will decide how much to offload to the GPU. -2 = Auto " )] [int]$Gpu = -1, ######################################################################## [Parameter( Mandatory = $false, HelpMessage = "Force stop LM Studio before initialization" )] [switch]$Force, ######################################################################## [Parameter( Mandatory = $false, HelpMessage = "Api endpoint url, defaults to http://localhost:1234/v1/chat/completions")] [string] $ApiEndpoint = $null, ######################################################################## [Parameter( Mandatory = $false, HelpMessage = "The API key to use for the request")] [string] $ApiKey = $null ) ############################################################################ begin { Microsoft.PowerShell.Utility\Write-Verbose "Starting movie analysis for: $($Movies -join ', ')" if ($Movies.Count -lt 2) { throw "Please provide at least 2 movies for comparison" } [string[]] $results = @() } ############################################################################ process { # construct the prompt for movie analysis $prompt = @" Analyze with high precision what the following movies have in common, and provide me a list of 10 more movie titles that have closest match based on the properties you found in your analyses. $(($Movies | Microsoft.PowerShell.Core\ForEach-Object { "- $_`r`n" })) "@ Microsoft.PowerShell.Utility\Write-Verbose "Preparing LLM invocation parameters" # copy matching parameters to the LLM invocation $invocationParams = GenXdev.Helpers\Copy-IdenticalParamValues ` -BoundParameters $PSBoundParameters ` -FunctionName "GenXdev.AI\Invoke-LLMStringListEvaluation" $invocationParams.Text = $prompt Microsoft.PowerShell.Utility\Write-Verbose "Invoking AI analysis" # get movie recommendations from AI $results = GenXdev.AI\Invoke-LLMStringListEvaluation @invocationParams if ($OpenInImdb) { Microsoft.PowerShell.Utility\Write-Verbose "Opening results in IMDB" GenXdev.Queries\Open-IMDBQuery -Query $results } } ############################################################################ end { Microsoft.PowerShell.Utility\Write-Output $results } } ################################################################################ |