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Module 08Advanced
Retrieval-Augmented Generation (RAG)
Build end-to-end RAG pipelines: document ingestion, hybrid ranking, Graph & Agentic RAG, evaluation, and CI/CD.
Module Completion0 of 5 Topics (0%)
Topic Lessons (5)
52.
Ingestion Pipeline
20m •Document loading, parsing, cleaning, chunking, and embedding generation.
20m
53.
Retrieval & Ranking
25m •Hybrid search (BM25 + Dense), multi-query retrieval, cross-encoder re-ranking.
25m
54.
Advanced Architectures
25m •Graph RAG, Agentic RAG, Corrective RAG (CRAG), and Self-RAG.
25m
55.
Grounding & Evaluation
20m •Reducing hallucination via citations, RAGAS, and golden datasets.
20m
56.
Production Pipelines
20m •Caching, monitoring, security, and CI/CD for retrieval systems.
20m