AI Pipeline
Multi-LLM Architecture
Model Strategies
Best
Highest quality output, complex analysis
Fast
Lowest latency, simple queries
Balanced
Cost-effective, everyday use
Prompt Architecture
Caching Strategy
- Query cache: 5-minute TTL for repeated queries
- Embedding cache: Vector representations persist
- Component cache: Frequently-used configs cached