exactly, embeddings destroy information.. exact keywords, acronyms, etc. They get squashed into floats. That is why grep still beats it for code. I generated

exactly, embeddings destroy information.. exact keywords, acronyms, etc. They get squashed into floats. That is why grep still beats it for code. I generated visual schematic of every stage of the pipeline - https://vectree.io/c/retrieval-augmented-generation-embeddings-chunking-retrieval-strategies https://vectree.io/c/retrieval-augmented-generation-embeddin...