If you are running a # RAG pipeline on embeddings alone, you are leaving retrieval quality on the table. To maximize accuracy, you need to: ➤ Add BM25 ➤ Fuse wi
To enhance the accuracy of Retrieval Augmented Generation (RAG) pipelines, relying solely on embeddings is insufficient. Developers should incorporate BM25, fuse it with Reciprocal Rank Fusion (RRF), and consider adding a cross-encoder re-ranking stage for optimal retrieval quality. This multi-faceted approach aims to significantly improve the performance of RAG systems. AI
IMPACT Enhances RAG system performance by suggesting a hybrid approach combining embeddings with BM25 and RRF for improved retrieval accuracy.