Jina Embeddings V4
Load the model:
from transformers import AutoModel
model = AutoModel.from_pretrained('jinaai/jina-embeddings-v4', trust_remote_code=True)
Encode Text:
text_embedding = model.encode_texts(['test'])
Encode Image (very slow on CPU):
from PIL import Image
img = Image.open('path/to/your/image.png')
image_embedding = m.encode_images([img])