Update app.py

app.py

@@ -18,17 +18,20 @@ def text_to_vector(texts_json):
 
     inputs = tokenizer(texts, return_tensors="pt", padding=True, truncation=True)
     outputs = model(**inputs)
-    vectors = outputs.pooler_output.detach().numpy()  # NumPy array
-    
-    # Flatten the array and return as a 1D array of floats 
-    return vectors.reshape(-1).tolist() 
+    vectors = outputs.pooler_output.detach().numpy().tolist()  # Convert to list
+    return json.dumps(vectors)  # Return as JSON string
+
+
+
+
+
 
 demo = gr.Interface(
     fn=text_to_vector,
     inputs=gr.Textbox(label="Enter JSON array", placeholder="Enter an array of sentences as a JSON string"),
-    outputs=gr.Textbox(label="Text Vectors (flattened float array)", lines=10),
+    outputs=gr.Textbox(label="Text Vectors (JSON)", lines=10),
     title="Batch Text to Vector",
-    description="This demo converts an array of sentences to vectors and returns them as a flattened float array."
+    description="This demo converts an array of sentences to vectors and returns them as a JSON array."
 )
 
-demo.launch()
+demo.launch()