Update app.py

app.py

@@ -1,23 +1,12 @@
-from smolagents import CodeAgent,DuckDuckGoSearchTool, HfApiModel,load_tool,tool
+from smolagents import CodeAgent, DuckDuckGoSearchTool, HfApiModel, load_tool, tool
 import datetime
 import requests
 import pytz
 import yaml
 from tools.final_answer import FinalAnswerTool
-
 from Gradio_UI import GradioUI
 
-# 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
-    #Keep this format for the description / args / args description but feel free to modify the tool
-    """A tool that does nothing yet 
-    Args:
-        arg1: the first argument
-        arg2: the second argument
-    """
-    return "What magic will you build ?"
-
+# Herramienta para obtener la hora en una zona horaria específica
 @tool
 def get_current_time_in_timezone(timezone: str) -> str:
     """A tool that fetches the current local time in a specified timezone.
@@ -25,49 +14,82 @@ def get_current_time_in_timezone(timezone: str) -> str:
         timezone: A string representing a valid timezone (e.g., 'America/New_York').
     """
     try:
-        # Create timezone object
         tz = pytz.timezone(timezone)
-        # Get current time in that timezone
         local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S")
         return f"The current local time in {timezone} is: {local_time}"
     except Exception as e:
         return f"Error fetching time for timezone '{timezone}': {str(e)}"
 
+# Primer nuevo tool: Traductor de texto
+@tool
+def text_translator(text: str, target_language: str) -> str:
+    """A tool that translates text to a specified target language.
+    Args:
+        text: The text to be translated.
+        target_language: The target language code (e.g., 'es' for Spanish, 'fr' for French).
+    """
+    try:
+        try:
+            from translate import Translator
+        except ImportError:
+            import subprocess, sys
+            subprocess.check_call([sys.executable, "-m", "pip", "install", "translate"])
+            from translate import Translator
+        
+        translator = Translator(to_lang=target_language)
+        translation = translator.translate(text)
+        return f"Translation to {target_language}: {translation}"
+    except Exception as e:
+        return f"Translation failed: {str(e)}"
 
+# Segundo nuevo tool: Búsqueda y resumen de información
+@tool
+def search_and_summarize(query: str, max_results: int = 3) -> str:
+    """A tool that performs a web search and provides summaries of the top results.
+    Args:
+        query: The search query.
+        max_results: Maximum number of results to return (default 3).
+    """
+    try:
+        search_results = DuckDuckGoSearchTool()(query)
+        
+        if not search_results:
+            return "No results found for the query."
+            
+        summaries = []
+        for i, result in enumerate(search_results[:max_results]):
+            summaries.append(f"Result {i+1}:\nTitle: {result.get('title', 'No title')}\n"
+                           f"URL: {result.get('link', 'No URL')}\n"
+                           f"Snippet: {result.get('snippet', 'No snippet available')}")
+        
+        return "\n\n".join(summaries)
+    except Exception as e:
+        return f"Search and summarize failed: {str(e)}"
 
-
+# Configuración del modelo y herramientas
 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' 
-
+image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)
 
 model = HfApiModel(
     max_tokens=2096,
     temperature=0.5,
-    # The following two models were given originally but are giving Error
-    # model_id='Qwen/Qwen2.5-Coder-32B-Instruct',# it is possible that this model may be overloaded
-    # model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud', 
-    # Mistral works well. but writes its own tools
-    model_id = "mistralai/Mistral-Small-3.1-24B-Instruct-2503",
-    # model_id = "mistralai/Mistral-Nemo-Instruct-2407",
-    # model_id = "microsoft/Phi-3-mini-4k-instruct",
+    model_id="mistralai/Mistral-Small-3.1-24B-Instruct-2503",
     custom_role_conversions=None,
 )
 
-
-
-# Import tool from Hub
-image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)
-
 with open("prompts.yaml", 'r') as stream:
     prompt_templates = yaml.safe_load(stream)
 
-
+# Creación del agente con todas las herramientas
 agent = CodeAgent(
     model=model,
-    tools=[final_answer, image_generation_tool, get_current_time_in_timezone, my_custom_tool], ## add your tools here (don't remove final answer)
-    #tools=[final_answer, image_generation_tool, my_custom_tool, DuckDuckGoSearchTool()], ## add your tools here (don't remove final answer)
+    tools=[
+        final_answer, 
+        image_generation_tool, 
+        get_current_time_in_timezone, 
+        text_translator, 
+        search_and_summarize
+    ],
     max_steps=6,
     verbosity_level=1,
     grammar=None,
@@ -77,4 +99,5 @@ agent = CodeAgent(
     prompt_templates=prompt_templates
 )
 
+# Lanzamiento de la interfaz
 GradioUI(agent).launch()