Advanced RAG Implementation Guide

Report type: Implementation guide

Date: 2026-01-25

Summary

  • Reference architecture for enterprise retrieval-augmented generation (RAG) deployments.
  • Practical checklists for grounding, safety, latency, and evaluation.

Key Data

  • Hybrid retrieval patterns combining vector search, keyword search, and reranking.
  • Evaluation focus areas: factuality, citation coverage, latency, and response consistency.

Sources

  • Chat Data solution engineering documentation.