diff --git a/app.py b/app.py
index 6093b974..fe3cc57a 100644
--- a/app.py
+++ b/app.py
@@ -8,6 +8,7 @@ import json
 
 from swarms.modelui.modules.block_requests import OpenMonkeyPatch, RequestBlocker
 from swarms.modelui.modules.logging_colors import logger
+from swarms.modelui.server import create_interface
 
 from vllm import LLM 
 
@@ -115,15 +116,17 @@ tools_mappings = {
     "walmart": "http://127.0.0.1:8079/tools/walmart",
 }
 
-data = json.load(open('swarms/tools/openai.json')) # Load the JSON file
-items = data['items'] # Get the list of items
+# data = json.load(open('swarms/tools/openai.json')) # Load the JSON file
+# items = data['items'] # Get the list of items
+
+# for plugin in items: # Iterate over items, not data
+#     url = plugin['manifest']['api']['url']
+#     tool_name = plugin['namespace']
+#     tools_mappings[tool_name] = url[:-len('/.well-known/openai.yaml')]
 
-for plugin in items: # Iterate over items, not data
-    url = plugin['manifest']['api']['url']
-    tool_name = plugin['namespace']
-    tools_mappings[tool_name] = url[:-len('/.well-known/openai.yaml')]
+# print(tools_mappings)
 
-print(tools_mappings)
+valid_tools_info = []
 all_tools_list = []
 
 gr.close_all()
@@ -152,16 +155,22 @@ def download_model(model_url: str, memory_utilization: int , model_dir: str):
 
 valid_tools_info = {}
 
+import gradio as gr
+from swarms.tools.tools_controller import load_valid_tools, tools_mappings
+
 def load_tools():
     global valid_tools_info
     global all_tools_list
     try:
         valid_tools_info = load_valid_tools(tools_mappings)
+        print(f"valid_tools_info: {valid_tools_info}")  # Debugging line
     except BaseException as e:
         print(repr(e))
     all_tools_list = sorted(list(valid_tools_info.keys()))
+    print(f"all_tools_list: {all_tools_list}")  # Debugging line
     return gr.update(choices=all_tools_list)
 
+
 def set_environ(OPENAI_API_KEY: str = "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",
                 WOLFRAMALPH_APP_ID: str = "",
                 WEATHER_API_KEYS: str = "",
@@ -362,6 +371,8 @@ with gr.Blocks() as demo:
                     info="Choose the tools to solve your question.",
                 )
 
+        with gr.Tab("model"):
+            create_inferance();
             def serve_iframe():
                 return f'hi'
 
diff --git a/swarms/tools/tools_controller.py b/swarms/tools/tools_controller.py
index 070d7dfb..45bf775a 100644
--- a/swarms/tools/tools_controller.py
+++ b/swarms/tools/tools_controller.py
@@ -17,15 +17,18 @@ import json
 
 logger = get_logger(__name__)
 
-# with open('/openai.json', 'r') as f:
-#     data = json.load(f)
+tools_mappings = {}
 
-# tools_mappings = {}
+# data = json.load(open('openai.json')) 
+# items = data['items'] 
 
-# for plugin in data:
-#     url = plugin['manifest']['api']['url'].replace('/.well-known/openapi.yaml', '')
+# for plugin in items: 
+#     url = plugin['manifest']['api']['url']
 #     tool_name = plugin['namespace']
-#     tools_mappings[tool_name] = url
+#     tools_mappings[tool_name] = url[:-len('/.well-known/openai.yaml')]
+
+# print(tools_mappings)
+# all_tools_list = []
 
 def load_valid_tools(tools_mappings):
     tools_to_config = {}