8 min read
Knowledge Bases for LLM Apps: A Build Guide
Building an LLM app over a knowledge base: chunking strategy, embedding choice, retrieval quality, citations, and keeping answers current.
LayerFlow Blog
Budget caps, model routing, and cost control.
Practical guides on hard budget caps, per-project attribution, BYOK gateways, and routing models on price instead of guesswork.