Free ebookRAGHybrid SearchReranking

The RAG Cheatsheet

The reference card for production RAG. Chunking strategies with when to use each, hybrid retrieval wiring, reranking payoff curves, evaluation metrics that actually catch regressions, and the failure modes to watch for on day one.

Inside the ebook

What you get

  • Pick the right chunking strategy for your document type without trial-and-error
  • Wire up hybrid retrieval and a reranker with a clear cost/benefit picture
  • Set up an evaluation loop that catches regressions before users do
  • Recognize and fix the failure modes every RAG system hits in production

Inside

  • Chunking strategies compared (token, structure, semantic)
  • Hybrid retrieval (BM25 + vector) wiring diagram
  • Reranking: when it is worth it
  • Evaluation metrics cheat card
  • Failure-mode triage guide
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Advanced RAG Course: Build Text to SQL Agentic AI System

Build production agentic AI systems, from architecture to deployment.

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