Providers/xAI.ps1
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<#
.SYNOPSIS Invokes the xAI API to generate responses using specified models. .DESCRIPTION The Invoke-XAIProvider function sends requests to the xAI API and returns the generated content. It requires an API key to be set in the environment variable 'xAIKey'. .PARAMETER ModelName The name of the xAI model to use (e.g., 'grok-1'). .PARAMETER Messages An array of hashtables containing the messages to send to the model. .PARAMETER Tools An array of tool definitions for function calling. Can be strings (command names) or hashtables. .EXAMPLE $Message = New-ChatMessage -Prompt 'Explain quantum computing' $response = Invoke-XAIProvider -ModelName 'grok-1' -Message $Message .NOTES Requires the xAIKey environment variable to be set with a valid API key. API Reference: https://docs.x.ai/ #> function Invoke-XAIProvider { param( [Parameter(Mandatory)] [string]$ModelName, [Parameter(Mandatory)] [hashtable[]]$Messages, [object[]]$Tools ) # Process tools: if strings, register them; then convert to provider schema if ($Tools) { $toolDefinitions = New-Object System.Collections.Generic.List[object] foreach ($tool in $Tools) { if ($tool -is [string]) { $toolDefinitions.Add((Register-Tool $tool)) } else { $toolDefinitions.Add($tool) } } $Tools = ConvertTo-ProviderToolSchema -Tools $toolDefinitions -Provider openai } $headers = @{ 'Authorization' = "Bearer $env:xAIKey" 'content-type' = 'application/json' } $body = @{ 'model' = $ModelName 'messages' = $Messages } if ($Tools) { $body['tools'] = $Tools } $Uri = "https://api.x.ai/v1/chat/completions" $maxIterations = 5 $iteration = 0 while ($iteration -lt $maxIterations) { $params = @{ Uri = $Uri Method = 'POST' Headers = $headers Body = $body | ConvertTo-Json -Depth 10 } try { $response = Invoke-RestMethod @params if ($response.error) { Write-Error $response.error.message return "Error: $($response.error.message)" } if (!$response.choices -or $response.choices.Count -eq 0) { return "No choices in response from API." } $assistantMessage = $response.choices[0].message if ($assistantMessage.tool_calls) { $body.messages += $assistantMessage foreach ($call in $assistantMessage.tool_calls) { $functionName = $call.function.name $functionArgs = @{} if ($call.function.arguments) { $functionArgs = $call.function.arguments | ConvertFrom-Json -AsHashtable } try { if (Get-Command $functionName -ErrorAction SilentlyContinue) { $result = & $functionName @functionArgs } else { $result = "Error: Function $functionName not found" } } catch { $result = "Error: $($_.Exception.Message)" } $body.messages += @{ role = 'tool' tool_call_id = $call.id content = $result | Out-String } } } else { $content = $assistantMessage.content if ($content -is [array]) { $content = ($content | ForEach-Object { $_.text }) -join '' } if (!$content) { return "No text content in response." } return $content } } catch { $statusCode = $_.Exception.Response.StatusCode.value__ $errorMessage = $_.ErrorDetails.Message Write-Error "xAI API Error (HTTP $statusCode): $errorMessage" return "Error calling xAI API: $($_.Exception.Message)" } $iteration++ } return "Maximum iterations reached without completing the response." } |