Important concepts for AI RAG Pipeline

Description

you want to master AI RAG pipelines, start with these topics: BM25 + Vector Hybrid for keyword + semantic coverage. MMR for diverse results. Metadata Filtering for source precision. Links: Hybrid Search https://medium.com/@mahima_agarwal/hybrid-search-bm25-vector-embeddings-the-best-of-both-worlds-in-information-retrieval-0d1075fc2828 MMR https://medium.com/@adergunov/maximal-marginal-relevance-144c23b42be5 Metadata Filters https://medium.com/@sandyshah1990/exploring-rag-implementation-with-metadata-filters-llama-index-3c6c08a83428 #softwareengineering #developers #programming #machinelearning #aiengineering