RAG Techniques
A catalogue of advanced Retrieval-Augmented Generation techniques, each with a detailed, runnable notebook tutorial.
Installation & usage
README summary
A catalogue of advanced Retrieval-Augmented Generation techniques, each with a detailed, runnable notebook tutorial.
Advanced Retrieval-Augmented Generation techniques, each as a detailed notebook tutorial. Chunking strategies, query transformations, reranking, hierarchical and graph RAG, self-RAG, corrective RAG, agentic RAG. Implementations with LangChain and LlamaIndex. A shared evaluation harness. Runtime: Python
Auto-extracted from the repository README. The authoritative steps live in the repository on GitHub.
Full README
RAG Techniques
Advanced Retrieval-Augmented Generation techniques, each as a detailed notebook tutorial.
What's inside
- Chunking strategies, query transformations, reranking, hierarchical and graph RAG, self-RAG, corrective RAG, agentic RAG
- Implementations with LangChain and LlamaIndex
- A shared evaluation harness
Runtime: Python