Update app.py

app.py

@@ -64,15 +64,16 @@ def smoldocling_readimage(image, prompt_text):
     return result.replace("<end_of_utterance>", "").strip()
 
 # Gradio UI
-demo = gr.Interface(
-    fn=smoldocling_readimage,
-    inputs=[
-        gr.Image(type="pil", label="Upload Image"),
-        gr.Textbox(lines=1, placeholder="Enter prompt (e.g. Convert to docling)", label="Prompt"),
-    ],
-    outputs="text",
-    title="SmolDocling Web App",
-    description="Upload a document image and convert it to structured docling format."
-)
+with gr.Blocks() as demo:
+    gr.Markdown(
+        """
+        This is a MCP only tool for RS Studies
+        This connects to a remote chromadb instance.
+        This tool is MCP-only, so it does not have a UI.
+        """
+    )
+    gr.api(
+        smoldocling_readimage
+    )
 
-demo.launch(mcp_server=True)
+_, url, _ = demo.launch(mcp_server=True)