Update app.py

app.py

@@ -1,8 +1,8 @@
 import gradio as gr
-from nomic.embed import EmbeddingModel
+from sentence_transformers import SentenceTransformer
 
 # Load the Nomic embedding model
-model = EmbeddingModel()
+model = SentenceTransformer("nomic-ai/nomic-embed-text-v1", trust_remote_code=True)
 
 def get_embedding(text):
     """Generate an embedding for the input text using Nomic encoder."""
@@ -10,7 +10,7 @@ def get_embedding(text):
         return "Please provide some text."
     
     # Generate embedding
-    embedding = model.embed(text)
+    embedding = model.encode([text])[0]  # Get the first (and only) embedding
     
     # Return embedding as list (more user-friendly in the UI)
     return embedding.tolist()