Update app.py

app.py

@@ -7,6 +7,13 @@ from tools.final_answer import FinalAnswerTool
 
 from Gradio_UI import GradioUI
 
+from typing import Union, List
+from collections import defaultdict
+
+# Carica il dizionario italiano una volta sola
+with open("280000_parole_italiane.txt", "r", encoding="utf-8") as f:
+    italian_dict = set(word.strip().lower() for word in f if word.strip().isalpha())
+
 # 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 +25,39 @@ def my_custom_tool(arg1:str, arg2:int)-> str: #it's import to specify the return
     """
     return "What magic will you build ?"
 
+@tool
+def find_anagrams_in_italian(words: Union[str, List[str]]) -> str:
+    """
+    Trova gli anagrammi italiani validi per ciascuna parola in input.
+    
+    Args:
+        words: una parola singola o una lista di parole
+    
+    Returns:
+        Una stringa che descrive per ciascuna parola i suoi anagrammi validi in italiano.
+    """
+    if isinstance(words, str):
+        words = [words]
+    
+    results = []
+
+    for word in words:
+        word_clean = word.lower()
+        if word_clean not in italian_dict:
+            results.append(f"'{word}': non è presente nel dizionario italiano.")
+            continue
+
+        # Trova tutti gli anagrammi possibili della parola
+        key = ''.join(sorted(word_clean))
+        anagrams = [w for w in italian_dict if ''.join(sorted(w)) == key and w != word_clean]
+
+        if anagrams:
+            results.append(f"'{word}': anagrammi trovati -> {', '.join(sorted(anagrams))}")
+        else:
+            results.append(f"'{word}': nessun anagramma trovato nel dizionario italiano.")
+
+    return '\n'.join(results)
+
 @tool
 def get_current_time_in_timezone(timezone: str) -> str:
     """A tool that fetches the current local time in a specified timezone.
@@ -55,7 +95,7 @@ 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, find_anagrams_in_italian], ## add your tools here (don't remove final answer)
     max_steps=6,
     verbosity_level=1,
     grammar=None,