Agent 集成

// 生产环境配置
const memory = MySQLMemory.create({
  host: process.env.DB_HOST,
  database: process.env.DB_NAME,
  sessionId: userId,

  // 上下文工程
  maxTokens: 8000,
  enableContextManagement: true
});

const agent = new Agent({
  name: 'production-assistant',
  model: provider,
  memory: memory,

  // 内存感知配置
  maxContextTokens: 8000,
  memoryRetrievalLimit: 10
});

// ❌ 错误：内存实例未共享
const agent1 = new Agent({ memory: new InMemoryMemory() });
const agent2 = new Agent({ memory: new InMemoryMemory() });

// ✅ 正确：共享内存实例
const sharedMemory = new InMemoryMemory();
const agent1 = new Agent({ memory: sharedMemory });
const agent2 = new Agent({ memory: sharedMemory });

// ❌ 错误：不同用户使用相同会话
const agent = new Agent({ memory, sessionId: 'default' });

// ✅ 正确：每个用户使用唯一会话
const agent = new Agent({
  memory,
  sessionId: `user-${userId}`
});