Add tests
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import * as core from '@actions/core'
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import ModelClient, { isUnexpected } from '@azure-rest/ai-inference'
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import { AzureKeyCredential } from '@azure/core-auth'
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import { MCPClient, executeToolCalls } from './mcp.js'
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export interface InferenceRequest {
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systemPrompt: string
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prompt: string
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modelName: string
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maxTokens: number
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endpoint: string
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token: string
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}
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export interface InferenceResponse {
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content: string | null
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toolCalls?: any[]
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}
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/**
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* Simple one-shot inference without tools
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*/
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export async function simpleInference(
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request: InferenceRequest
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): Promise<string | null> {
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core.info('Running simple inference without tools')
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const client = ModelClient(
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request.endpoint,
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new AzureKeyCredential(request.token),
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{
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userAgentOptions: { userAgentPrefix: 'github-actions-ai-inference' }
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}
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)
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const requestBody = {
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messages: [
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{
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role: 'system',
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content: request.systemPrompt
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},
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{ role: 'user', content: request.prompt }
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],
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max_tokens: request.maxTokens,
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model: request.modelName
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}
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const response = await client.path('/chat/completions').post({
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body: requestBody
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})
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if (isUnexpected(response)) {
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throw new Error(
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'An error occurred while fetching the response (' +
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response.status +
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'): ' +
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response.body
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)
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}
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const modelResponse = response.body.choices[0].message.content
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core.info(`Model response: ${modelResponse || 'No response content'}`)
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return modelResponse
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}
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/**
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* MCP-enabled inference with tool execution loop
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*/
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export async function mcpInference(
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request: InferenceRequest,
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mcpClient: MCPClient
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): Promise<string | null> {
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core.info('Running MCP inference with tools')
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const client = ModelClient(
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request.endpoint,
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new AzureKeyCredential(request.token),
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{
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userAgentOptions: { userAgentPrefix: 'github-actions-ai-inference' }
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}
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)
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// Start with the initial conversation
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let messages: any[] = [
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{
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role: 'system',
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content: request.systemPrompt
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},
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{ role: 'user', content: request.prompt }
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]
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let iterationCount = 0
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const maxIterations = 5 // Prevent infinite loops
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while (iterationCount < maxIterations) {
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iterationCount++
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core.info(`MCP inference iteration ${iterationCount}`)
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const requestBody = {
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messages: messages,
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max_tokens: request.maxTokens,
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model: request.modelName,
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tools: mcpClient.tools
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}
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const response = await client.path('/chat/completions').post({
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body: requestBody
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})
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if (isUnexpected(response)) {
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throw new Error(
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'An error occurred while fetching the response (' +
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response.status +
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'): ' +
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response.body
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)
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}
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const assistantMessage = response.body.choices[0].message
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const modelResponse = assistantMessage.content
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const toolCalls = assistantMessage.tool_calls
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core.info(`Model response: ${modelResponse || 'No response content'}`)
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messages.push({
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role: 'assistant',
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content: modelResponse,
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...(toolCalls && { tool_calls: toolCalls })
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})
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if (!toolCalls || toolCalls.length === 0) {
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core.info('No tool calls requested, ending MCP inference loop')
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return modelResponse
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}
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core.info(`Model requested ${toolCalls.length} tool calls`)
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const toolResults = await executeToolCalls(mcpClient.client, toolCalls)
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messages.push(...toolResults)
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core.info('Tool results added, continuing conversation...')
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}
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core.warning(
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`MCP inference loop exceeded maximum iterations (${maxIterations})`
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)
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// Return the last assistant message content
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const lastAssistantMessage = messages
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.slice()
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.reverse()
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.find((msg) => msg.role === 'assistant')
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return lastAssistantMessage?.content || null
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}
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