The NLP Cypher

"The biggest downside for the OpenAI embeddings endpoint is the high costs (about 8,000–600,000 times more expensive than open models on your infrastructure), the high dimensionality of up to 12288 dimensions (making downstream applications slow), and the extreme latency when computing embeddings. This hinders the actual usage of the embeddings for any search applications." FYI: I had previously written about this issue over a year ago and even provided a search engine, it seems now more peeps are on top of this issue.