Public/VectorStores/Batches/Start-VectorStoreFileBatch.ps1
|
function Start-VectorStoreFileBatch { [CmdletBinding()] [OutputType([pscustomobject])] param ( [Parameter(Mandatory, Position = 0, ValueFromPipeline, ValueFromPipelineByPropertyName)] [Alias('vector_store_id')] [Alias('VectorStore')] [ValidateScript({ [bool](Get-VectorStoreIdFromInputObject $_) })] [Object]$InputObject, [Parameter(Mandatory, Position = 1)] [ValidateCount(1, 500)] [Alias('file_ids')] [string[]]$FileId, [Parameter()] [int]$TimeoutSec = 0, [Parameter()] [ValidateRange(0, 100)] [int]$MaxRetryCount = 0, [Parameter()] [OpenAIApiType]$ApiType = [OpenAIApiType]::OpenAI, [Parameter()] [System.Uri]$ApiBase, [Parameter(DontShow)] [string]$ApiVersion, [Parameter()] [ValidateSet('openai', 'azure', 'azure_ad')] [string]$AuthType = 'openai', [Parameter()] [securestring][SecureStringTransformation()]$ApiKey, [Parameter()] [Alias('OrgId')] [string]$Organization, [Parameter()] [System.Collections.IDictionary]$AdditionalQuery, [Parameter()] [System.Collections.IDictionary]$AdditionalHeaders, [Parameter()] [object]$AdditionalBody ) begin { # Initialize API Key [securestring]$SecureToken = Initialize-APIKey -ApiKey $ApiKey -ErrorAction Stop # Initialize API Base $ApiBase = Initialize-APIBase -ApiBase $ApiBase -ApiType $ApiType -ErrorAction Stop # Initialize Organization ID $Organization = Initialize-OrganizationID -OrgId $Organization # Get API context $OpenAIParameter = Get-OpenAIContext -EndpointName 'VectorStore.FileBatches' -ApiType $ApiType -AuthType $AuthType -ApiBase $ApiBase -ApiVersion $ApiVersion -ErrorAction Stop $BatchBag = [System.Collections.Generic.List[string]]::new() } process { foreach ($item in $FileId) { # Validate input object if ($null -eq $item) { continue } else { # Add an object to queue $BatchBag.Add($item) } } } end { # Get vector store id [string][UrlEncodeTransformation()]$VsId = Get-VectorStoreIdFromInputObject $InputObject if (-not $VsId) { Write-Error -Exception ([System.ArgumentException]::new('Could not retrieve vectore store id.')) return } #region Construct parameters for API request $QueryUri = ($OpenAIParameter.Uri.ToString() -f $VsId) #endregion if ($BatchBag.Count -eq 0) { return } #region Construct parameters for API request $PostBody = [System.Collections.Specialized.OrderedDictionary]::new() $PostBody.file_ids = $BatchBag.ToArray() #endregion #region Send API Request $splat = @{ Method = $OpenAIParameter.Method Uri = $QueryUri ContentType = $OpenAIParameter.ContentType TimeoutSec = $TimeoutSec MaxRetryCount = $MaxRetryCount ApiKey = $SecureToken AuthType = $OpenAIParameter.AuthType Organization = $Organization Headers = @{'OpenAI-Beta' = 'assistants=v2' } Body = $PostBody AdditionalQuery = $AdditionalQuery AdditionalHeaders = $AdditionalHeaders AdditionalBody = $AdditionalBody } $Response = Invoke-OpenAIAPIRequest @splat # error check if ($null -eq $Response) { return } #endregion #region Parse response object try { $Response = $Response | ConvertFrom-Json -ErrorAction Stop } catch { Write-Error -Exception $_.Exception } #endregion #region Output Write-Verbose ('Start batch with id "{0}". The current status is "{1}"' -f $Response.id, $Response.status) ParseVectorStoreFileBatchObject $Response #endregion } } |