Why keyword search hits its limits
What BM25 does well, what it cannot do, and why vector similarity search complements the lexical index rather than replacing it.
What BM25 does well, what it cannot do, and why vector similarity search complements the lexical index rather than replacing it.
Memory cost per vector, how dimension affects recall, quantization and truncation: how to decide before indexing a large corpus.