Comment by fzliu
3 years ago
I've done some quick-and-dirty testing with OpenAI's embedding API + Zilliz Cloud. The 1st gen embeddings leave something to be desired (https://medium.com/@nils_reimers/openai-gpt-3-text-embedding...), but the 2nd gen embeddings are actually fairly performant relative to many open source models with MLM loss.
I'll have to dig out the notebook that I created for this, but I'll try to post it here once I find it.
Please do and thanks in advance for any insights you can provide -- it would be great to understand any benchmarking improvement with ada-002 from your previous findings, and whether you tested the specific OpenAI text-search-*-{query,doc} models as a comparison for large document search.