{"version":3,"file":"core/AgioProvider.mjs","sources":["webpack://@agent-tars/server/./src/core/AgioProvider.ts"],"sourcesContent":["/* eslint-disable @typescript-eslint/no-explicit-any */\n/*\n * Copyright (c) 2025 Bytedance, Inc. and its affiliates.\n * SPDX-License-Identifier: Apache-2.0\n */\n\nimport { AgioEvent } from '@multimodal/agio';\nimport { AgentTARS, AgentEventStream, AgentTARSAppConfig, AgentStatus } from '@agent-tars/core';\nimport { AgioBatchProcessor } from './AgioBatchProcessor';\n\n/**\n * AgioProvider, default impl\n *\n * FIXME: we do not implement following events for now:\n * - agent_tps\n * - user_feedback\n */\nexport class AgioProvider implements AgioEvent.AgioProvider {\n protected runId?: string;\n protected runStartTime?: number;\n protected firstTokenTime?: number;\n protected loopStartTimes: Map = new Map();\n protected currentIteration = 0;\n protected hasInitialized = false;\n protected modelName?: string;\n private batchProcessor: AgioBatchProcessor;\n private agentInitializedEvent: AgioEvent.ExtendedEvent | null = null;\n\n constructor(\n protected providerUrl: string,\n protected appConfig: AgentTARSAppConfig,\n protected sessionId: string,\n protected agent: AgentTARS,\n ) {\n this.sessionId = sessionId;\n this.agent = agent;\n // Since Options are transparent in the entire architecture and gradually shrink downward,\n // this method is the safest way to get Options with default values ​​processed by each layer.\n this.appConfig = agent.getOptions();\n\n // Initialize the batch processor for sending events efficiently.\n this.batchProcessor = new AgioBatchProcessor({\n providerUrl: this.providerUrl,\n maxBatchSize: 3,\n });\n }\n\n /**\n * Calculate actual counts from the agent instance\n */\n private calculateCounts(): {\n mcpServersCount: number;\n toolsCount: number;\n modelProvidersCount: number;\n } {\n // Get tools count from agent\n const toolsCount = this.agent.getTools().length;\n\n // Get model providers count from agent options\n const modelProviders = this.appConfig.model?.providers;\n const modelProvidersCount = Array.isArray(modelProviders) ? modelProviders.length : 1;\n\n // Get MCP servers count from config\n const mcpServersConfig = this.appConfig.mcpServers || {};\n const mcpServersCount = Object.keys(mcpServersConfig).length;\n\n return {\n mcpServersCount,\n toolsCount,\n modelProvidersCount,\n };\n }\n\n /**\n * Send agent initialization event\n * Called when an agent session is created\n */\n async sendAgentInitialized(): Promise {\n // Avoid duplicate initialization event\n if (this.hasInitialized) {\n return;\n }\n\n this.hasInitialized = true;\n\n const resolvedModel = this.agent.getCurrentResolvedModel();\n const counts = this.calculateCounts();\n\n this.modelName = resolvedModel?.id;\n\n const event = AgioEvent.createEvent('agent_initialized', this.sessionId, {\n config: {\n modelProvider: resolvedModel?.provider,\n modelName: resolvedModel?.id,\n toolCallEngine: this.appConfig.toolCallEngine,\n maxTokens: this.appConfig.maxTokens!,\n temperature: this.appConfig.temperature,\n maxIterations: this.appConfig.maxIterations,\n browserControl: this.appConfig.browser?.control,\n plannerEnabled:\n typeof this.appConfig.planner === 'object'\n ? this.appConfig.planner.enabled\n : Boolean(this.appConfig.planner),\n thinkingEnabled: this.appConfig.thinking?.type === 'enabled',\n snapshotEnabled: this.appConfig.snapshot?.enable,\n researchEnabled:\n typeof this.appConfig.planner === 'object'\n ? this.appConfig.planner.enabled\n : Boolean(this.appConfig.planner),\n customMcpServers: Boolean(\n this.appConfig.mcpServers && Object.keys(this.appConfig.mcpServers).length > 0,\n ),\n },\n\n count: counts,\n });\n\n this.agentInitializedEvent = event;\n }\n\n /**\n * Process internal agent events and convert to AGIO events\n * This is the main entry point for event processing\n */\n async processAgentEvent(event: AgentEventStream.Event): Promise {\n try {\n switch (event.type) {\n case 'agent_run_start':\n await this.handleRunStart(event);\n break;\n\n case 'agent_run_end':\n await this.handleRunEnd(event);\n break;\n\n case 'assistant_streaming_message':\n await this.handleFirstToken(event);\n break;\n\n case 'tool_call':\n await this.handleToolCall(event);\n break;\n\n case 'tool_result':\n await this.handleToolResult(event);\n break;\n\n case 'user_message':\n await this.handleLoopStart();\n break;\n\n case 'assistant_message':\n await this.handleLoopEnd(event);\n break;\n\n default:\n // Ignore other event types for AGIO monitoring\n break;\n }\n } catch (error) {\n console.error('Failed to process AGIO event:', error);\n // Don't throw to avoid disrupting agent operation\n }\n }\n\n /**\n * Helper method to determine if input is multimodal\n */\n private isInputMultimodal(input: string | any[]): boolean {\n // If input is not an array, it's just text\n if (!Array.isArray(input)) {\n return false;\n }\n\n // Check if any content part is non-text (image, etc.)\n return input.some((part) => {\n if (typeof part === 'object' && part !== null) {\n // Check for image_url type (multimodal content part)\n if (part.type === 'image_url' || part.type === 'image') {\n return true;\n }\n // Check for other non-text types that might be added in the future\n if (part.type && part.type !== 'text') {\n return true;\n }\n }\n return false;\n });\n }\n\n /**\n * Handle agent run start events\n */\n private async handleRunStart(event: AgentEventStream.AgentRunStartEvent): Promise {\n // Send the deferred agent_initialized event if it exists\n if (this.agentInitializedEvent) {\n await this.queueEvent(this.agentInitializedEvent);\n // Clear the event to ensure it's only sent once per session\n this.agentInitializedEvent = null;\n }\n\n this.runId = event.sessionId;\n this.runStartTime = Date.now();\n this.firstTokenTime = undefined;\n this.currentIteration = 0;\n this.loopStartTimes.clear();\n\n // Determine if input is multimodal based on actual input content\n const isMultimodalInput = this.isInputMultimodal(event.runOptions?.input || '');\n\n const agioEvent = AgioEvent.createEvent('agent_run_start', this.sessionId, {\n runId: this.runId,\n input: event.runOptions?.input || '',\n isMultimodalInput,\n streaming: Boolean(event.runOptions?.stream),\n });\n\n await this.queueEvent(agioEvent);\n }\n\n /**\n * Handle agent run end events\n */\n private async handleRunEnd(event: AgentEventStream.AgentRunEndEvent): Promise {\n if (!this.runStartTime || !this.runId) return;\n\n const executionTimeMs = Date.now() - this.runStartTime;\n\n const successful = event.status !== AgentStatus.ERROR;\n const isError = event.status === AgentStatus.ERROR;\n\n // FIXME: add token usage count\n const agioEvent = AgioEvent.createEvent('agent_run_end', this.sessionId, {\n runId: this.runId,\n executionTimeMs,\n loopCount: event.iterations || this.currentIteration,\n successful,\n // FIXME: catch all errors\n error: isError ? 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AgioEvent.createEvent('tool_call', this.sessionId, {\n runId: this.runId,\n toolName: event.name,\n toolCallId: event.toolCallId,\n arguments: sanitizedArgs,\n argumentsSize: JSON.stringify(event.arguments).length,\n mcpServer: this.extractMCPServer(event.name),\n });\n\n await this.queueEvent(agioEvent);\n }\n\n /**\n * Handle tool result events\n */\n private async handleToolResult(event: AgentEventStream.ToolResultEvent): Promise {\n const agioEvent = AgioEvent.createEvent('tool_result', this.sessionId, {\n runId: this.runId,\n toolName: event.name,\n toolCallId: event.toolCallId,\n executionTimeMs: event.elapsedMs || 0,\n successful: !event.error,\n resultSize: this.calculateResultSize(event.content),\n contentType: this.determineContentType(event.content),\n });\n\n await this.queueEvent(agioEvent);\n }\n\n /**\n * Handle loop start events\n */\n private async handleLoopStart(): Promise {\n this.currentIteration++;\n this.loopStartTimes.set(this.currentIteration, Date.now());\n\n const agioEvent = AgioEvent.createEvent('agent_loop_start', this.sessionId, {\n runId: this.runId,\n iteration: this.currentIteration,\n });\n\n await this.queueEvent(agioEvent);\n }\n\n /**\n * Handle loop end events\n */\n private async handleLoopEnd(event: AgentEventStream.AssistantMessageEvent): Promise {\n const startTime = this.loopStartTimes.get(this.currentIteration);\n if (!startTime) return;\n\n const durationMs = Date.now() - startTime;\n\n const agioEvent = AgioEvent.createEvent('agent_loop_end', this.sessionId, {\n runId: this.runId,\n iteration: this.currentIteration,\n durationMs,\n });\n\n await this.queueEvent(agioEvent);\n this.loopStartTimes.delete(this.currentIteration);\n }\n\n /**\n * Queues an AGIO event for batch sending.\n * The actual sending is handled by the AgioBatchProcessor.\n * @param event The AGIO event to queue.\n */\n protected queueEvent(event: AgioEvent.ExtendedEvent): void {\n this.batchProcessor.addEvent(event);\n }\n\n /**\n * Sanitize tool arguments to remove sensitive data\n */\n private sanitizeArguments(args: Record): Record {\n if (!args || typeof args !== 'object') {\n return {};\n }\n\n const sanitized: Record = {};\n const sensitiveKeys = ['password', 'token', 'key', 'secret', 'apikey', 'auth'];\n\n for (const [key, value] of Object.entries(args)) {\n const keyLower = key.toLowerCase();\n if (sensitiveKeys.some((sensitive) => keyLower.includes(sensitive))) {\n sanitized[key] = '[REDACTED]';\n } else if (typeof value === 'string' && value.length > 1000) {\n sanitized[key] = value.substring(0, 100) + '...[TRUNCATED]';\n } else {\n sanitized[key] = value;\n }\n }\n\n return sanitized;\n }\n\n /**\n * Extract MCP server name from tool name\n * FIXME: using a better solution to detect mcp server name.\n */\n private extractMCPServer(toolName: string): string | undefined {\n if (toolName.startsWith('browser_')) return 'browser';\n if (toolName.startsWith('filesystem_')) return 'filesystem';\n if (toolName === 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