Dense Vectors

Pinecone is a vector database for storing and searching through dense vectors. Why would you ever want to do that? Keep reading to find out. There is perhaps no greater contributor to the success of modern Natural Language Processing (NLP) technology than vector representations of language. The meteoric rise of NLP was ignited with the introduction of word2vec in 2013 [1]. Word2vec is one of the most iconic and earliest examples of dense vectors representing text.