Update custom_tools.py

custom_tools.py

@@ -2,7 +2,7 @@ import requests
 from bs4 import BeautifulSoup
 from typing import List, Dict, Any, Type
 from functools import lru_cache
-from smolagents import Tool, WebSearchTool, WikipediaSearchTool, PythonInterpreterTool
+from smolagents import Tool
 from pydantic import BaseModel, Field
 
 class WebpageStructureInputs(BaseModel):
@@ -38,30 +38,6 @@ class WebpageStructureAnalyzerTool(Tool):
         # Ensure the core function is accessible here
         return analyze_webpage_structure(url)
 
-class CachedWebSearchTool(WebSearchTool):
-    @lru_cache(maxsize=128)
-    def run(self, query: str):
-        # identical queries return instantly
-        return super().run(query)
-
-class CachedWikiTool(WikipediaSearchTool):
-    @lru_cache(maxsize=128)
-    def run(self, page: str):
-        return super().run(page)
-
-class PreloadedPythonTool(PythonInterpreterTool):
-    """
-    A PythonInterpreterTool that automatically prepends the necessary imports
-    (bs4, BeautifulSoup, regex) so you never hit NameError inside your code blocks.
-    """
-    def run(self, code: str) -> str:
-        preamble = (
-            "import bs4\n"
-            "from bs4 import BeautifulSoup\n"
-            "import regex\n"
-        )
-        return super().run(preamble + code)
-
 def analyze_webpage_structure(url: str) -> str:
     """
     Fetches a webpage and returns a text summary of its key HTML structure.