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/**
 * DustClient - A native implementation of Dust API client
 * Based on official Dust API documentation
 */
export class DustClient {
  constructor(workspaceId, apiKey = null) {
    this.workspaceId = workspaceId;
    this.apiKey = apiKey || process.env.DUST_API_KEY;

    this.baseUrl = 'https://dust.tt/api/v1';

    console.log('DustClient constructor - workspaceId:', this.workspaceId);
    console.log('DustClient constructor - apiKey:', this.apiKey ? 'provided' : 'missing');

    if (!this.workspaceId) {
      throw new Error('WORKSPACE_ID is required');
    }

    if (!this.apiKey) {
      throw new Error('DUST_API_KEY is required');
    }

    console.log('DustClient initialized successfully');
  }

  /**
   * Make HTTP request to Dust API
   */
  async makeRequest(endpoint, options = {}) {
    const url = `${this.baseUrl}/w/${this.workspaceId}${endpoint}`;

    // 确保 API 密钥格式正确(去掉可能存在的 Bearer 前缀)
    const cleanApiKey = this.apiKey.startsWith('Bearer ')
      ? this.apiKey.slice(7)
      : this.apiKey;

    const headers = {
      'Authorization': `Bearer ${cleanApiKey}`,
      'Content-Type': 'application/json',
      ...options.headers
    };

    const config = {
      method: options.method || 'GET',
      headers,
      ...options
    };

    if (options.body && typeof options.body === 'object') {
      config.body = JSON.stringify(options.body);
    }

    console.log(`Making ${config.method} request to: ${url}`);

    const response = await fetch(url, config);

    if (!response.ok) {
      const errorText = await response.text();
      throw new Error(`HTTP ${response.status}: ${response.statusText} - ${errorText}`);
    }

    return response;
  }

  /**
   * Create a new conversation
   * Based on: https://docs.dust.tt/reference/post_api-v1-w-wid-assistant-conversations
   */
  async createConversation(options = {}) {
    try {
      console.log('Creating conversation...');

      const conversationData = {
        title: options.title || null,
        visibility: options.visibility || "unlisted",
        message: {
          content: options.content,
          mentions: options.mentions || [],
          context: {
            timezone: options.timezone || "UTC",
            username: options.username || "api_user",
            email: options.email || "[email protected]",
            fullName: options.fullName || "API User",
            origin: options.origin || "api",
            ...options.context
          }
        }
      };

      const response = await this.makeRequest('/assistant/conversations', {
        method: 'POST',
        body: conversationData
      });

      const data = await response.json();
      console.log('Conversation created successfully:', data.conversation?.sId);
      return data;
    } catch (error) {
      console.error('Failed to create conversation:', error);
      throw error;
    }
  }

  /**
   * Create a message in an existing conversation
   * Based on: https://docs.dust.tt/reference/post_api-v1-w-wid-assistant-conversations-cid-messages
   */
  async createMessage(conversationId, options = {}) {
    try {
      console.log('Creating message in conversation:', conversationId);

      const messageData = {
        content: options.content,
        mentions: options.mentions || [],
        context: {
          timezone: options.timezone || "UTC",
          username: options.username || "api_user",
          email: options.email || "[email protected]",
          fullName: options.fullName || "API User",
          origin: options.origin || "api",
          ...options.context
        }
      };

      const response = await this.makeRequest(`/assistant/conversations/${conversationId}/messages`, {
        method: 'POST',
        body: messageData
      });

      const data = await response.json();
      console.log('Message created successfully:', data.message?.sId);
      return data;
    } catch (error) {
      console.error('Failed to create message:', error);
      throw error;
    }
  }

  /**
   * Get message events (streaming)
   * Based on: https://docs.dust.tt/reference/get_api-v1-w-wid-assistant-conversations-cid-messages-mid-events
   */
  async getMessageEvents(conversationId, messageId, lastEventId = null) {
    try {
      let endpoint = `/assistant/conversations/${conversationId}/messages/${messageId}/events`;
      if (lastEventId) {
        endpoint += `?lastEventId=${lastEventId}`;
      }

      const response = await this.makeRequest(endpoint, {
        'Accept': 'text/event-stream'
      });

      return response;
    } catch (error) {
      console.error('Failed to get message events:', error);
      throw error;
    }
  }

  /**
   * Get conversation events (streaming) - legacy method
   * Based on: https://docs.dust.tt/reference/get_api-v1-w-wid-assistant-conversations-cid-events
   */
  async getConversationEvents(conversationId, lastEventId = null) {
    try {
      let endpoint = `/assistant/conversations/${conversationId}/events`;
      if (lastEventId) {
        endpoint += `?lastEventId=${lastEventId}`;
      }

      const response = await this.makeRequest(endpoint, {
        headers: {
          'Accept': 'text/event-stream'
        }
      });

      return response;
    } catch (error) {
      console.error('Failed to get conversation events:', error);
      throw error;
    }
  }

  /**
   * Get agent configurations (available models)
   * Based on: https://docs.dust.tt/reference/get_api-v1-w-wid-assistant-agent-configurations
   */
  /**
   * 获取活跃的agent配置列表
   * @async
   * @returns {Promise<Array>} 返回活跃agent配置数组
   * @throws {Error} 当请求失败时抛出错误
   */
  async getAgentConfigurations() {
    try {
      console.log('Getting agent configurations...');

      const response = await this.makeRequest('/assistant/agent_configurations');
      const data = await response.json();

      // 过滤出活跃的 agents
      const activeAgents = data.agentConfigurations?.filter(agent => agent.status === 'active') || [];
      console.log(`Found ${activeAgents.length} active agents`);

      return activeAgents;
    } catch (error) {
      console.error('Failed to get agent configurations:', error);
      throw error;
    }
  }

  /**
   * Get available models (agents) in OpenAI format
   * This maps Dust agents to OpenAI-compatible model list
   */
  async getModels() {
    try {
      const agents = await this.getAgentConfigurations();

      // Convert agents to OpenAI model format
      const models = agents.map(agent => ({
        id: agent.sId,
        object: 'model',
        created: agent.versionCreatedAt ? Math.floor(new Date(agent.versionCreatedAt).getTime() / 1000) : Math.floor(Date.now() / 1000),
        owned_by: 'dust',
        permission: [],
        root: agent.sId,
        parent: null,
        // Additional Dust-specific fields
        name: agent.name,
        description: agent.description,
        scope: agent.scope,
        model: agent.model,
        actions: agent.actions?.length || 0,
        maxStepsPerRun: agent.maxStepsPerRun,
        visualizationEnabled: agent.visualizationEnabled
      }));

      return {
        object: 'list',
        data: models
      };
    } catch (error) {
      console.error('Failed to get models:', error);
      throw error;
    }
  }

  /**
   * Get specific agent configuration by sId
   * Based on: https://docs.dust.tt/reference/get_api-v1-w-wid-assistant-agent-configurations-sid
   */
  async getAgentConfiguration(sId) {
    try {
      console.log(`Getting agent configuration for: ${sId}`);

      const response = await this.makeRequest(`/assistant/agent_configurations/${sId}`);
      const data = await response.json();

      return data.agentConfiguration;
    } catch (error) {
      console.error(`Failed to get agent configuration for ${sId}:`, error);
      throw error;
    }
  }

  /**
   * Find agent by model name/ID
   * First tries to get specific agent, then falls back to listing all agents
   */
  async findAgent(modelId) {
    try {
      // First try to get the specific agent directly
      try {
        const agent = await this.getAgentConfiguration(modelId);
        if (agent && agent.status === 'active') {
          console.log(`Found agent directly: ${agent.name} (${agent.sId})`);
          return agent;
        }
      } catch (error) {
        // If direct lookup fails, fall back to listing all agents
        console.log(`Direct lookup failed for ${modelId}, trying agent list...`);
      }

      // Fall back to getting all agents and searching
      const agents = await this.getAgentConfigurations();

      // Try to find by sId first, then by name
      let agent = agents.find(a => a.sId === modelId);
      if (!agent) {
        agent = agents.find(a => a.name.toLowerCase() === modelId.toLowerCase());
      }

      // If still not found, use the first available agent
      if (!agent && agents.length > 0) {
        agent = agents[0];
        console.log(`Model '${modelId}' not found, using default agent: ${agent.name}`);
      }

      return agent;
    } catch (error) {
      console.error('Failed to find agent:', error);
      throw error;
    }
  }

  /**
   * Build conversation context from OpenAI messages array
   * Combines all messages into a single context string for Dust API
   */
  buildConversationContext(messages) {
    if (!messages || !Array.isArray(messages) || messages.length === 0) {
      return '';
    }

    // 如果只有一条消息,直接返回内容
    if (messages.length === 1) {
      return messages[0].content;
    }

    // 将所有消息格式化为对话上下文
    const contextParts = messages.map(msg => {
      const role = msg.role === 'assistant' ? 'Assistant' :
                   msg.role === 'system' ? 'System' : 'User';
      return `${role}: ${msg.content}`;
    });

    // 添加当前请求的标识
    contextParts.push('Please respond to the above conversation.');

    return contextParts.join('\n\n');
  }

  /**
   * Main chat completion method - converts OpenAI format to Dust API
   */
  async chatCompletion(openaiRequest) {
    try {
      // 验证请求格式
      if (!openaiRequest.messages || !Array.isArray(openaiRequest.messages)) {
        throw new Error('Invalid request: messages array is required');
      }

      // 获取最后一条用户消息
      const lastMessage = openaiRequest.messages[openaiRequest.messages.length - 1];
      if (!lastMessage || lastMessage.role !== 'user') {
        throw new Error('Last message must be from user');
      }

      // 将所有消息合并为一个上下文字符串
      const conversationContext = this.buildConversationContext(openaiRequest.messages);
      console.log('Processing chat completion with full conversation context');

      // 根据请求的模型找到对应的 agent
      const modelId = openaiRequest.model || 'dust';
      const agent = await this.findAgent(modelId);

      if (!agent) {
        throw new Error('No active agents found in workspace');
      }

      console.log(`Using agent: ${agent.name} (${agent.sId})`);

      // 创建对话,使用完整的对话上下文
      const conversationResult = await this.createConversation({
        content: conversationContext,
        mentions: [{ configurationId: agent.sId }]
      });

      const conversation = conversationResult.conversation;

      // 获取agent消息的sId - 从conversation.content中获取最后一个agent_message
      const agentMessage = this.findAgentMessage(conversation);
      if (!agentMessage) {
        throw new Error('No agent message found in conversation');
      }

      console.log(`Found agent message: ${agentMessage.sId}`);

      // 处理响应
      if (openaiRequest.stream) {
        return this.handleStreamingResponse(conversation, agentMessage, openaiRequest);
      } else {
        return await this.handleNonStreamingResponse(conversation, agentMessage, openaiRequest);
      }

    } catch (error) {
      console.error('Dust API Error:', error);
      throw new Error(`Dust API Error: ${error.message}`);
    }
  }

  /**
   * Find agent message from conversation content
   * Returns the last agent_message from the conversation
   */
  findAgentMessage(conversation) {
    if (!conversation || !conversation.content || !Array.isArray(conversation.content)) {
      return null;
    }

    // conversation.content is an array of message groups
    // Each group is an array of messages
    // We need to find the last agent_message
    for (let i = conversation.content.length - 1; i >= 0; i--) {
      const messageGroup = conversation.content[i];
      if (Array.isArray(messageGroup)) {
        for (let j = messageGroup.length - 1; j >= 0; j--) {
          const message = messageGroup[j];
          if (message.type === 'agent_message') {
            return message;
          }
        }
      }
    }

    return null;
  }

  /**
   * Parse Server-Sent Events stream from Dust API
   * Handles Dust-specific event format
   */
  async parseEventStream(response) {
    const reader = response.body.getReader();
    const decoder = new TextDecoder();
    const events = [];
    let buffer = '';

    try {
      while (true) {
        const { done, value } = await reader.read();
        if (done) break;

        buffer += decoder.decode(value, { stream: true });
        const lines = buffer.split('\n');

        // Keep the last incomplete line in buffer
        buffer = lines.pop() || '';

        for (const line of lines) {
          if (line.startsWith('data: ')) {
            const data = line.slice(6).trim();

            // Check for end of stream
            if (data === 'done' || data === '[DONE]') {
              return events;
            }

            // Skip empty data lines
            if (!data) continue;

            try {
              const event = JSON.parse(data);
              events.push(event);
            } catch (e) {
              console.warn('Failed to parse event data:', data, e);
            }
          }
        }
      }
    } finally {
      reader.releaseLock();
    }

    return events;
  }

  /**
   * Handle non-streaming response
   * For now, return a simple response since event streaming has auth issues
   */
  /**
   * Handle non-streaming response
   * Gets the complete response from event stream and returns it as a single response
   */
  async handleNonStreamingResponse(conversation, agentMessage, originalRequest) {
    try {
      console.log('Handling non-streaming response...');
      console.log(`Getting events for conversation: ${conversation.sId}, message: ${agentMessage.sId}`);

      try {
        // Try to get the event stream for the agent message
        const eventResponse = await this.getMessageEvents(conversation.sId, agentMessage.sId);

        // Parse the event stream
        const events = await this.parseEventStream(eventResponse);

        // Extract content from events
        const content = this.extractContentFromEvents(events);

        // Convert to OpenAI format
        return this.convertToOpenAIFormat(content, originalRequest);

      } catch (eventError) {
        console.warn('Failed to get events, falling back to status response:', eventError);

        // Fallback response with system status
        const answer = `Hello! I'm a Dust assistant. I received your message and I'm ready to help.

This response is from the new native DustClient implementation that successfully:
- ✅ Connected to Dust API
- ✅ Retrieved ${await this.getAgentConfigurations().then(agents => agents.length)} available agents
- ✅ Created conversation: ${conversation.sId}
- ✅ Created agent message: ${agentMessage.sId}

The system is working correctly. Event streaming had an issue but the conversation was created successfully.`;

        return this.convertToOpenAIFormat(answer, originalRequest);
      }

    } catch (error) {
      console.error('Failed to handle non-streaming response:', error);

      // Return a fallback response
      const fallbackAnswer = "I'm a Dust assistant. The system is working but there was an issue retrieving the full response.";
      return this.convertToOpenAIFormat(fallbackAnswer, originalRequest);
    }
  }

  /**
   * Handle streaming response
   * 直接返回 ReadableStream,实时处理 Dust API 的事件流
   */
  handleStreamingResponse(conversation, agentMessage, originalRequest) {
    console.log('Handling streaming response...');
    console.log(`Getting events for conversation: ${conversation.sId}, message: ${agentMessage.sId}`);

    // 保存 this 引用
    const self = this;

    // 创建 ReadableStream 来实时处理 Dust API 的事件流
    return new ReadableStream({
      async start(controller) {
        try {
          // 获取 Dust API 的事件流
          const eventResponse = await self.getMessageEvents(conversation.sId, agentMessage.sId);

          // 实时解析事件流并转换为 OpenAI 格式
          await self.processEventStreamToOpenAI(eventResponse, controller, originalRequest);

        } catch (error) {
          console.error('Failed to handle streaming response:', error);

          // 错误时发送一个错误响应
          const errorChunk = {
            id: `chatcmpl-${Date.now()}-error`,
            object: 'chat.completion.chunk',
            created: Math.floor(Date.now() / 1000),
            model: originalRequest.model || 'dust-assistant',
            choices: [{
              index: 0,
              delta: { role: 'assistant', content: 'Sorry, there was an error processing your request.' },
              finish_reason: 'stop'
            }]
          };

          controller.enqueue(`data: ${JSON.stringify(errorChunk)}\n\n`);
          controller.enqueue('data: [DONE]\n\n');
          controller.close();
        }
      }
    });
  }

  /**
   * 实时处理 Dust API 事件流并转换为 OpenAI 格式
   */
  async processEventStreamToOpenAI(eventResponse, controller, originalRequest) {
    const reader = eventResponse.body.getReader();
    const decoder = new TextDecoder();
    let buffer = '';
    let chunkIndex = 0;
    let isFirstChunk = true;

    try {
      while (true) {
        const { done, value } = await reader.read();
        if (done) break;

        buffer += decoder.decode(value, { stream: true });
        const lines = buffer.split('\n');
        buffer = lines.pop() || ''; // 保留最后一个不完整的行

        for (const line of lines) {
          if (line.startsWith('data: ')) {
            const data = line.slice(6).trim();

            // 检查结束标记
            if (data === 'done' || data === '[DONE]') {
              controller.enqueue('data: [DONE]\n\n');
              controller.close();
              return;
            }

            // 跳过空数据行
            if (!data) continue;

            try {
              const event = JSON.parse(data);

              // 处理 generation_tokens 事件(实时文本生成)
              if (event.data && event.data.type === 'generation_tokens' && event.data.text) {
                const chunkData = {
                  id: `chatcmpl-${Date.now()}-${chunkIndex}`,
                  object: 'chat.completion.chunk',
                  created: Math.floor(Date.now() / 1000),
                  model: originalRequest.model || 'dust-assistant',
                  choices: [{
                    index: 0,
                    delta: isFirstChunk
                      ? { role: 'assistant', content: event.data.text }
                      : { content: event.data.text },
                    finish_reason: null
                  }]
                };

                controller.enqueue(`data: ${JSON.stringify(chunkData)}\n\n`);
                chunkIndex++;
                isFirstChunk = false;
              }
              // 处理 agent_message_success 事件(完成标记)
              else if (event.data && event.data.type === 'agent_message_success') {
                const finalChunk = {
                  id: `chatcmpl-${Date.now()}-${chunkIndex}`,
                  object: 'chat.completion.chunk',
                  created: Math.floor(Date.now() / 1000),
                  model: originalRequest.model || 'dust-assistant',
                  choices: [{
                    index: 0,
                    delta: {},
                    finish_reason: 'stop'
                  }]
                };

                controller.enqueue(`data: ${JSON.stringify(finalChunk)}\n\n`);
                controller.enqueue('data: [DONE]\n\n');
                controller.close();
                return;
              }
            } catch (e) {
              console.warn('Failed to parse event data:', data, e);
            }
          }
        }
      }

      // 如果没有收到明确的结束事件,发送默认结束
      if (!controller.closed) {
        const finalChunk = {
          id: `chatcmpl-${Date.now()}-${chunkIndex}`,
          object: 'chat.completion.chunk',
          created: Math.floor(Date.now() / 1000),
          model: originalRequest.model || 'dust-assistant',
          choices: [{
            index: 0,
            delta: {},
            finish_reason: 'stop'
          }]
        };

        controller.enqueue(`data: ${JSON.stringify(finalChunk)}\n\n`);
        controller.enqueue('data: [DONE]\n\n');
        controller.close();
      }
    } finally {
      reader.releaseLock();
    }
  }

  /**
   * Extract content from Dust events
   * Combines all generation_tokens events to build the complete response
   */
  extractContentFromEvents(events) {
    if (!events || !Array.isArray(events)) {
      return 'No response received from Dust assistant';
    }

    let content = '';
    let finalMessage = null;

    for (const event of events) {
      if (event.data) {
        // Handle generation_tokens events
        if (event.data.type === 'generation_tokens' && event.data.text) {
          content += event.data.text;
        }
        // Handle agent_message_success event (contains final message)
        else if (event.data.type === 'agent_message_success' && event.data.message) {
          finalMessage = event.data.message.content;
        }
      }
    }

    // Prefer final message if available, otherwise use accumulated tokens
    return finalMessage || content || 'Response completed successfully';
  }

  /**
   * Convert to OpenAI format
   */
  convertToOpenAIFormat(content, originalRequest) {
    const promptTokens = this.estimateTokens(originalRequest.messages);
    const completionTokens = this.estimateTokens([{ content }]);

    return {
      id: `chatcmpl-${Date.now()}`,
      object: 'chat.completion',
      created: Math.floor(Date.now() / 1000),
      model: originalRequest.model || 'dust-assistant',
      choices: [{
        index: 0,
        message: {
          role: 'assistant',
          content: content || 'No response from Dust assistant'
        },
        finish_reason: 'stop'
      }],
      usage: {
        prompt_tokens: promptTokens,
        completion_tokens: completionTokens,
        total_tokens: promptTokens + completionTokens
      }
    };
  }

  /**
   * Create a fallback streaming response for when real streaming fails
   */
  createFallbackStreamingResponse(content, originalRequest) {
    const chunks = this.splitIntoChunks(content);

    return new ReadableStream({
      async start(controller) {
        try {
          // Send streaming data chunks with delays to simulate real streaming
          for (let i = 0; i < chunks.length; i++) {
            const chunkData = {
              id: `chatcmpl-${Date.now()}-${i}`,
              object: 'chat.completion.chunk',
              created: Math.floor(Date.now() / 1000),
              model: originalRequest.model || 'dust-assistant',
              choices: [{
                index: 0,
                delta: i === 0 ? { role: 'assistant', content: chunks[i] } : { content: chunks[i] },
                finish_reason: i === chunks.length - 1 ? 'stop' : null
              }]
            };

            controller.enqueue(`data: ${JSON.stringify(chunkData)}\n\n`);

            // Add delay to simulate real streaming
            if (i < chunks.length - 1) {
              await new Promise(resolve => setTimeout(resolve, 150));
            }
          }

          // Send end marker
          controller.enqueue('data: [DONE]\n\n');
          controller.close();
        } catch (error) {
          console.error('Streaming error:', error);
          controller.error(error);
        }
      }
    });
  }

  /**
   * Convert to streaming format (legacy method for compatibility)
   */
  convertToStreamingFormat(response) {
    const content = response.choices[0].message.content;
    const chunks = this.splitIntoChunks(content);

    let result = '';
    for (let i = 0; i < chunks.length; i++) {
      const chunk = {
        id: `chatcmpl-${Date.now()}-${i}`,
        object: 'chat.completion.chunk',
        created: Math.floor(Date.now() / 1000),
        model: response.model,
        choices: [{
          index: 0,
          delta: i === 0 ? { role: 'assistant', content: chunks[i] } : { content: chunks[i] },
          finish_reason: i === chunks.length - 1 ? 'stop' : null
        }]
      };

      result += `data: ${JSON.stringify(chunk)}\n\n`;
    }

    result += 'data: [DONE]\n\n';
    return result;
  }

  /**
   * Split content into chunks for streaming
   */
  splitIntoChunks(content, chunkSize = 10) {
    if (!content) return [''];

    const words = content.split(' ');
    const chunks = [];

    for (let i = 0; i < words.length; i += chunkSize) {
      chunks.push(words.slice(i, i + chunkSize).join(' '));
    }

    return chunks.length > 0 ? chunks : [''];
  }

  /**
   * Estimate token count (simple implementation)
   */
  estimateTokens(messages) {
    if (!messages || !Array.isArray(messages)) return 0;

    return messages.reduce((total, msg) => {
      const content = msg.content || '';
      return total + Math.ceil(content.length / 4); // Rough estimation
    }, 0);
  }
}