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Retrieval-Augmented Generation (RAG) Systems

Build RAG systems from first principles — from chunking and embeddings to hybrid retrieval, reranking, and end-to-end evaluation with RAGAS.

intermediate~5 hours5 notebooksRAGretrievalembeddingsvector-searchchunkingrerankingRAGAShybrid-searchBM25FAISS

Curator of this Module

RD

Raj Dandekar

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Learning Path

Article
1
Notebook 1
2
Notebook 2
3
Notebook 3
4
Notebook 4
5
Notebook 5
Case Study
Certificate