Just implemented a hybrid RAG system with ColBERT and BM25 - results are surprising

I've been building a medical RAG system and tested various retrieval methods. Combining ColBERT's semantic understanding with BM25's keyword matching gave me 15% better recall than either alone. The key was implementing a dynamic weighting mechanism based on query type. Want to discuss how others are approaching hybrid retrieval architectures.