8 min read
AI Document Summarization APIs: Long Docs Without the Token Burn
Summarizing long documents with LLM APIs: map-reduce over chunks, choosing map and reduce models, cost control, and quality checks that catch bad summaries.
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.
6 min read
Streaming LLM Responses: How It Works and Best Practices
Streaming LLM responses explained: how token streaming works, SSE vs WebSocket, and best practices for latency, UX, and cost in your app.