A practical cookbook of 10 Advanced RAG techniques — Naive, Hybrid, HyDE, Fusion, Parent-Child, RRR, Contextual Compression, and more. Working code + real benchmarks + plain-English explanations.
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Updated
Jun 22, 2026 - Python
A practical cookbook of 10 Advanced RAG techniques — Naive, Hybrid, HyDE, Fusion, Parent-Child, RRR, Contextual Compression, and more. Working code + real benchmarks + plain-English explanations.
Theory as well implementation of various type of rag structures
Semantic code search plugin for Pi
A case study implementing and comparing advanced RAG pipelines (RAG Fusion, HyDE, CRAG, and Graph RAG) on the CRAG dataset, with evaluation metrics and an interactive web demo. More Rag types (RRR, Multi-Query) are also added
Vector RAG for contacts and chat history, unstructured data processing, embedding and caching, Hyde, interactive CLI
Local documentation Q&A RAG system. Scrape any docs site or upload files → ask questions → get grounded answers from your docs, not the model's stale training data.
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