In practice, a combination of full text and vector databases often gives superior performance than just one of the types. It's called hybrid search. Here's an article that talks a bit about this: https://opster.com/guides/opensearch/opensearch-machine-lear...
Often you take the results from both vector search and lexical search and merge them through algorithms like Reciprocal Rank Fusion.
Often you take the results from both vector search and lexical search and merge them through algorithms like Reciprocal Rank Fusion.