How to evaluate retrieval in RAG pipelines

In this video, we'll learn how to use a library called ranx to evaluate the quality of the search results returned in a RAG pipeline. We'll compare Full-Text Search, Vector Search, and Hybrid Search, all using DuckDB. #duckdb #rag Code - https://github.com/mneedham/LearnDataWithMark/blob/main/evaluate-rag/eval.ipynb Ranx - https://amenra.github.io/ranx/ llama.cpp - https://llama-cpp-python.readthedocs.io/en/latest/