Upload 2 files

app.py

@@ -0,0 +1,27 @@
+from typing import List
+import torch
+
+import gradio as gr
+import spaces
+from sentence_transformers import SentenceTransformer
+
+device = torch.device("cpu")
+model = SentenceTransformer("Snowflake/snowflake-arctic-embed-l", device=device, trust_remote_code=True)
+
+@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)

requirements.txt

@@ -0,0 +1,4 @@
+sentence_transformers==3.0.1
+einops==0.7.0
+torch
+llama-cpp-python