AI Integrations

Guides and reference for adding AI capabilities to existing systems: retrieval, prompt/context design, model routing and evaluation.

RAG pipeline designChunking, retrieval and grounding patterns for production RAG.

Prompt and context engineeringPrompt templates, context windows and structured output conventions.

Model gatewayProvider-agnostic gateway layer for routing, retries and rate limits.

LLM evaluationOffline and online evaluation methods for LLM outputs.

Vector store optionsReference comparison of vector stores and indexing options.