OpenAI Instructor

https://instructor-embedding.github.io

We introduce Instructor👨‍🏫, an instruction-finetuned text embedding model that can generate text embeddings tailored to any task (e.g., classification, retrieval, clustering, text evaluation, etc.) and domains (e.g., science, finance, etc.) by simply providing the task instruction, without any finetuning. Instructor achieves sota on 70 diverse embedding tasks!

Instructor👨‍🏫 embedding models are on Huggingface (base, large, xl) 🤗! It is very simple to use!