removed __main__ && changed fp16->32

app.py

@@ -6,7 +6,7 @@ import pypdf
 from transformers import AutoTokenizer, AutoModel
 #rando
 device = "cuda" if torch.cuda.is_available() else "cpu"
-torch_dtype = torch.float16
+torch_dtype = torch.float32
 
 print("Loading Sentence Encoder (Bi-Encoder Only)...")
 embed_id = "sentence-transformers/all-MiniLM-L6-v2"
@@ -109,6 +109,4 @@ with gr.Blocks(title="Vecmini Visualizer") as demo:
     process_btn.click(fn=process_pdf, inputs=pdf_input, outputs=status_out)
     search_btn.click(fn=retrieve_chunks, inputs=[query_input, k_slider], outputs=results_out)
     query_input.submit(fn=retrieve_chunks, inputs=[query_input, k_slider], outputs=results_out)
-
-if __name__ == "__main__":
-    demo.launch()
+	demo.launch(server_name="0.0.0.0", server_port=7860)