boc/kimi-integration-backup/swarm-orchestrator.mjs

/**
 * AAMOS Swarm Orchestrator V2
 * Parallell exekvering med dynamisk lastbalansering
 */

import { 
  MODELS, 
  kimiCreate, 
  kimiStream, 
  qwenCreate, 
  qwenStream,
  claudeChat,
  groqChat 
} from './model-router.mjs';

// ── Provider-hälsa ────────────────────────────────────────────────────────
const _providerHealth = new Map();

function checkHealth(provider) {
  const lastCheck = _providerHealth.get(provider);
  if (!lastCheck) return true;
  return Date.now() - lastCheck.lastFailure > 30000; // 30s cooldown
}

function markFailure(provider) {
  _providerHealth.set(provider, { lastFailure: Date.now(), failures: (_providerHealth.get(provider)?.failures || 0) + 1 });
}

function markSuccess(provider) {
  _providerHealth.set(provider, { lastFailure: 0, failures: 0, lastSuccess: Date.now() });
}

// ── Viktad routing ────────────────────────────────────────────────────────
function selectProvider(task, message) {
  const providers = [
    { name: 'kimi', models: [MODELS.KIMI_K2_6, MODELS.KIMI_K2_7_CODE, MODELS.KIMI_K2_7_HIGHSPEED], weight: 0.5 },
    { name: 'bedrock', models: [MODELS.QWEN_235B, MODELS.QWEN_32B, MODELS.QWEN_CODER], weight: 0.3 },
    { name: 'groq', models: ['llama-3.3-70b-versatile', 'openai/gpt-oss-120b'], weight: 0.2 },
  ];
  
  const available = providers.filter(p => checkHealth(p.name));
  const totalWeight = available.reduce((a, p) => a + p.weight, 0);
  let random = Math.random() * totalWeight;
  
  for (const provider of available) {
    random -= provider.weight;
    if (random <= 0) return provider;
  }
  
  return available[0] || providers[0]; // fallback
}

// ── Swarm exekvering ──────────────────────────────────────────────────────
export async function swarmExecute(tasks, options = {}) {
  const { 
    maxConcurrency = 4, 
    sharedContext = {},
    timeout = 60000,
    onProgress = () => {}
  } = options;
  
  const startTime = Date.now();
  const results = [];
  const executing = new Set();
  
  async function executeTask(task, index) {
    const taskStart = Date.now();
    const provider = selectProvider(task.type, task.message);
    
    onProgress({ type: 'start', task: index, provider: provider.name, model: task.model });
    
    try {
      let result;
      
      // Välj rätt execute-funktion baserat på provider
      switch(provider.name) {
        case 'kimi':
          result = await kimiCreate(task.model, sharedContext.system, [
            ...sharedContext.history || [],
            { role: 'user', content: task.message }
          ], task.maxTokens || 4096);
          break;
        case 'bedrock':
          result = await qwenCreate(task.model, sharedContext.system, [
            ...sharedContext.history || [],
            { role: 'user', content: task.message }
          ], task.maxTokens || 4096);
          break;
        case 'groq':
          result = await groqChat(task.model, sharedContext.system, [
            ...sharedContext.history || [],
            { role: 'user', content: task.message }
          ]);
          break;
        default:
          throw new Error(`Okänd provider: ${provider.name}`);
      }
      
      markSuccess(provider.name);
      
      const duration = Date.now() - taskStart;
      onProgress({ type: 'complete', task: index, duration, provider: provider.name });
      
      return {
        status: 'fulfilled',
        value: {
          task: task.type,
          model: task.model,
          provider: provider.name,
          duration,
          result: typeof result === 'string' ? result : result.text,
          timestamp: new Date().toISOString(),
        }
      };
      
    } catch (error) {
      markFailure(provider.name);
      
      const duration = Date.now() - taskStart;
      onProgress({ type: 'error', task: index, duration, error: error.message });
      
      return {
        status: 'rejected',
        reason: {
          task: task.type,
          model: task.model,
          provider: provider.name,
          duration,
          error: error.message,
          timestamp: new Date().toISOString(),
        }
      };
    }
  }
  
  // Kör med begränsad concurrency
  for (let i = 0; i < tasks.length; i++) {
    while (executing.size >= maxConcurrency) {
      await Promise.race(executing);
    }
    
    const promise = executeTask(tasks[i], i).then(result => {
      executing.delete(promise);
      results[i] = result;
      return result;
    });
    
    executing.add(promise);
  }
  
  // Vänta på alla
  await Promise.all(executing);
  
  const totalTime = Date.now() - startTime;
  
  // Sammanställ
  const successful = results.filter(r => r.status === 'fulfilled').map(r => r.value);
  const failed = results.filter(r => r.status === 'rejected').map(r => r.reason);
  
  return {
    successful,
    failed,
    totalTime,
    summary: {
      total: tasks.length,
      success: successful.length,
      failed: failed.length,
      avgDuration: successful.reduce((a, r) => a + r.duration, 0) / successful.length || 0,
      providers: [...new Set(successful.map(r => r.provider))],
    }
  };
}

// ── Agent-koordinering ────────────────────────────────────────────────────
export async function coordinateAgents(agents, sharedGoal, options = {}) {
  console.log(`🎯 Koordinerar ${agents.length} agenter för: ${sharedGoal}`);
  
  // Fas 1: Planering (Bernt-nivå)
  const plan = await swarmExecute([{
    type: 'planning',
    model: MODELS.KIMI_K2_6,
    message: `Planera uppgifter för: ${sharedGoal}. Tillgängliga agenter: ${agents.map(a => a.name).join(', ')}`,
    maxTokens: 2048,
  }], { sharedContext: { system: 'Du är en expert på att bryta ner komplexa uppgifter i deluppgifter.' } });
  
  // Fas 2: Exekvering (parallell)
  const tasks = agents.map(agent => ({
    type: agent.specialization[0],
    model: agent.model,
    message: `${agent.role}: ${sharedGoal}`,
    maxTokens: 4096,
  }));
  
  const results = await swarmExecute(tasks, {
    maxConcurrency: options.maxConcurrency || agents.length,
    sharedContext: { 
      system: `Delad kontext för: ${sharedGoal}`,
      history: [{ role: 'assistant', content: plan.successful[0]?.result || '' }]
    },
    onProgress: (event) => {
      if (event.type === 'start') console.log(`  🚀 ${event.provider} startar task ${event.task}`);
      if (event.type === 'complete') console.log(`  ✅ Task ${event.task} klar (${event.duration}ms)`);
      if (event.type === 'error') console.log(`  ❌ Task ${event.task} misslyckades: ${event.error}`);
    }
  });
  
  // Fas 3: Sammanställning
  const synthesis = await swarmExecute([{
    type: 'synthesis',
    model: MODELS.KIMI_K2_6,
    message: `Sammanställ resultaten för: ${sharedGoal}\n\n${results.successful.map(r => `## ${r.task}\n${r.result}`).join('\n\n')}`,
    maxTokens: 4096,
  }], { sharedContext: { system: 'Du är en expert på att syntetisera resultat från flera källor.' } });
  
  return {
    plan: plan.successful[0]?.result,
    results,
    synthesis: synthesis.successful[0]?.result,
  };
}

export default { swarmExecute, coordinateAgents };