RAG and Vector Search 101

Ship AI features that users trust

We break down RAG patterns, embeddings, and vector databases for accurate, secure answers. Learn how to evaluate prompts, add human‑in‑the‑loop review, and prevent data leaks.

Production checklist

• Chunking and metadata strategies
• Prompt templates with version control
• Safety filters and PII redaction
• Evaluation harnesses and A/B tests
• Cost monitoring and caching
• Tight CMS integration for freshness