agent that creates tools, because why not

app.py

@@ -7,6 +7,10 @@ from tools.final_answer import FinalAnswerTool
 
 from Gradio_UI import GradioUI
 
+from dotenv import load_dotenv
+
+load_dotenv()
+
 # 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
@@ -18,6 +22,25 @@ def my_custom_tool(arg1:str, arg2:int)-> str: #it's import to specify the return
     """
     return "What magic will you build ?"
 
+@tool
+def write_tool_to_file(code: str, file_name: str) -> str:
+    """A tool that lets the agent create custom tools on the fly, and save them for later. No need to search for a path, the tool takes care of it.
+    Since you are generating code but not executing it, you can import anything without having to take care about if you can import these or not.
+    The python code should ALWAYS contain a docstring that describes what the function does, an explicit function name, explicit argument names with their types, and a return type
+        Args:
+            code: A Python function the agent generated
+            file_name: the filename
+    """
+    if "@tool" not in code:
+        code = "from smolagents import tool\n\n@tool\n" + code.strip()
+    if not file_name.endswith(".py"):
+        file_name += ".py"
+    with open(f"tools/{file_name}", "w") as f:
+        f.write(code)
+
+    return f"Success creating new tool {file_name}"
+
+
 @tool
 def get_current_time_in_timezone(timezone: str) -> str:
     """A tool that fetches the current local time in a specified timezone.
@@ -40,10 +63,10 @@ final_answer = FinalAnswerTool()
 # 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,
+    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,
 )
 
 
@@ -55,7 +78,8 @@ with open("prompts.yaml", 'r') as stream:
     
 agent = CodeAgent(
     model=model,
-    tools=[final_answer], ## add your tools here (don't remove final answer)
+    tools=[final_answer, write_tool_to_file], ## add your tools here (don't remove final answer)
+    additional_authorized_imports=["pandas", "csv", "openpyxl"],
     max_steps=6,
     verbosity_level=1,
     grammar=None,

requirements.txt

@@ -3,3 +3,5 @@ smolagents
 requests
 duckduckgo_search
 pandas
+smolagents[gradio]
+python-dotenv

tools/csv_to_excel.py

@@ -0,0 +1,18 @@
+from smolagents import tool
+
+@tool
+def csv_to_excel(csv_file_path: str, excel_file_path: str) -> None:
+    """
+    Converts a CSV file to an Excel spreadsheet.
+
+    Args:
+        csv_file_path (str): The path to the input CSV file.
+        excel_file_path (str): The path to the output Excel file.
+    """
+    import pandas as pd
+    
+    # Read the CSV file into a DataFrame
+    df = pd.read_csv(csv_file_path)
+    
+    # Write the DataFrame to an Excel file
+    df.to_excel(excel_file_path, index=False)