Week 12 Master Guide
Week 12: Advanced RAG (`CRAG`), Citation Grounding, Indirect Prompt Injection Defense & Semantic Caching (+ Month 3 Capstone)
Week 12 Daily Breakdown (5 Days)
Day 1
Week 12, Day 1: Corrective RAG (`CRAG`) — Pre-Generation Relevance Grading & Query Rewrite Loops
1 code file(s) • 3 Q&ADay 2
Week 12, Day 2: Strict Citation Enforcement — Inline `[chunk_id]` Grounding & Verbatim Quote Verification
1 code file(s) • 3 Q&ADay 3
Week 12, Day 3: RAG Security — Defending Against Indirect Prompt Injection & PII Redaction
1 code file(s) • 3 Q&ADay 4
Week 12, Day 4: Tenant-Isolated Semantic Caching — Slashing RAG Latency & Cost Safely
1 code file(s) • 3 Q&ADay 5
Week 12, Days 5–7: Month 3 Capstone — Enterprise Hybrid RAG Engine
1 code file(s) • 0 Q&AWeek 12: Advanced RAG (CRAG), Citation Grounding, Indirect Prompt Injection Defense & Semantic Caching (+ Month 3 Capstone)
Month 3 — Enterprise Hybrid RAG, Vector Databases & Information Retrieval Goal: Harden our Two-Stage Hybrid RAG pipeline for enterprise production with Corrective RAG (
CRAG), inline quote-verified citations, Indirect Prompt Injection defenses, PII scrubbing, Tenant-Isolated Semantic Caching, and the full Month 3 Capstone (Enterprise Hybrid RAG Engine).
Weekly Architecture & Daily Breakdown
- Day 1: Corrective RAG (
CRAG) — Pre-Generation Relevance Grading, Query Rewrite Loops & Abstention (day01_corrective_rag_crag_and_self_rag_verification/) - Day 2: Strict Citation Enforcement — Inline
[doc_id#chunk_id]Grounding & Verbatim Quote Verification (day02_citation_enforcement_inline_grounding_and_abstention/) - Day 3: RAG Security — Defending Against Indirect Prompt Injection in Retrieved Docs & PII Redaction (
day03_rag_security_indirect_prompt_injection_and_pii_redaction/) - Day 4: Tenant-Isolated Semantic Caching — Slashing RAG Latency & Cost Without Cross-Tenant Data Leaks (
day04_semantic_caching_and_rag_latency_cost_optimization/) - Days 5–7 (Month 3 Capstone): Enterprise Hybrid RAG Engine (
day05_to_07_month3_capstone_enterprise_hybrid_rag/&capstones/month03_enterprise_hybrid_rag/)