derek-thomas's picture
derek-thomas HF staff
Upgrading to 1.5
9079015
raw
history blame contribute delete
772 Bytes
from typing import List
import gradio as gr
import spaces
from sentence_transformers import SentenceTransformer
model = SentenceTransformer("nomic-ai/nomic-embed-text-v1.5", trust_remote_code=True, device='cuda')
@spaces.GPU
def embed(document: str):
return model.encode(document)
with gr.Blocks() as app:
# Create an input text box
text_input = gr.Textbox(label="Enter text to embed")
# Create an output component to display the embedding
output = gr.JSON(label="Text Embedding")
# When the input text is submitted, call the embedding function and display the output
text_input.submit(embed, inputs=text_input, outputs=output)
if __name__ == '__main__':
app.queue().launch(server_name="0.0.0.0", show_error=True, server_port=7860)