Update app.py

app.py

@@ -7,16 +7,28 @@ from tools.final_answer import FinalAnswerTool
 
 from Gradio_UI import GradioUI
 
+model = HfApiModel(
+max_tokens=2096,
+temperature=0.5,
+model_id='Qwen/Qwen2.5-Coder-32B-Instruct',# it is possible that this model may be overloaded
+custom_role_conversions=None,
+)
+import os
+from huggingface_hub import InferenceClient
+
+client = InferenceClient("Qwen/Qwen2.5-Coder-32B-Instruct")
+
+
 # Below is an example of a tool that does nothing. Amaze us with your creativity !
 @tool
-def my_custom_tool(arg1:str, arg2:int)-> str: #it's import to specify the return type
+def fin_model_tool(model_descr:str)-> str: #it's import to specify the return type
     #Keep this format for the description / args / args description but feel free to modify the tool
-    """A tool that does nothing yet 
+    """A tool that makes financial model based on the description in json format  
     Args:
-        arg1: the first argument
-        arg2: the second argument
+        model_descr: Transfer a detailed model description
     """
-    return "What magic will you build ?"
+    output = client.chat_completion(model_descr, max_tokens=2000,)
+    return output
 
 @tool
 def get_current_time_in_timezone(timezone: str) -> str:
@@ -39,12 +51,7 @@ final_answer = FinalAnswerTool()
 # If the agent does not answer, the model is overloaded, please use another model or the following Hugging Face Endpoint that also contains qwen2.5 coder:
 # model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud' 
 
-model = HfApiModel(
-max_tokens=2096,
-temperature=0.5,
-model_id='Qwen/Qwen2.5-Coder-32B-Instruct',# it is possible that this model may be overloaded
-custom_role_conversions=None,
-)
+
 
 
 # Import tool from Hub
@@ -55,7 +62,7 @@ with open("prompts.yaml", 'r') as stream:
     
 agent = CodeAgent(
     model=model,
-    tools=[image_generation_tool, final_answer], ## add your tools here (don't remove final answer)
+    tools=[fin_model_tool, image_generation_tool, final_answer], ## add your tools here (don't remove final answer)
     max_steps=6,
     verbosity_level=1,
     grammar=None,