Comment by pooyak
Very interesting article. Is there any model that can generate embeddings given a system prompt? This can be useful not only for similarity searching but also for clustering use cases without having to do too much custom work. Essentially, a zero shot embedding model.
There are many embedding models supporting instructions. https://huggingface.co/spaces/mteb/leaderboard