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2.3.5. Multi-Model Orchestration

  • Concept: Route requests to specialized models
  • Purpose: Optimize for different query types
  • Benefit: Best model for each task
Visual: Multi-Model Router
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Key Trade-Offs:
  • Routing Complexity vs. Optimization: More sophisticated routing improves efficiency but adds latency and failure points
  • Caching vs. Freshness: Caching reduces costs and latency but may serve stale responses

Reflection Question: Your multi-model router occasionally sends complex queries to GPT-3.5-Turbo, resulting in poor responses. How would you improve classification accuracy?