Cost Optimization
Reduce AI costs by up to 85% with intelligent caching, routing, and optimization.
1. Enable Caching
typescript
const client = new CognitiveXClient({
apiKey: process.env.COGNITIVEX_API_KEY,
cache: {
enabled: true,
ttl: 3600, // 1 hour
semanticThreshold: 0.95
}
});2. Use Adaptive Routing
typescript
const route = await client.decision.route({
task: "Simple Q&A",
priority: "cost" // Auto-select cheapest model
});3. Choose Right Models
| Task | Model | Cost |
|---|---|---|
| Simple Q&A | gpt-3.5-turbo | $ |
| Complex Analysis | gpt-4 | $$$ |
Quick Wins
- • Enable semantic caching (saves 60-80%)
- • Use GPT-3.5 for simple tasks
- • Batch API requests when possible
- • Set appropriate temperature (lower = cheaper)
- • Monitor and set usage limits