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Update app.py
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app.py
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from smolagents import CodeAgent, DuckDuckGoSearchTool, HfApiModel, load_tool, tool
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import datetime
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import requests
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import pytz
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import yaml
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from tools.final_answer import FinalAnswerTool
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from Gradio_UI import GradioUI
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from transformers import pipeline
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from geopy.distance import geodesic
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# Strumento per
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@tool
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def
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"""A tool that
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Args:
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target_lang: The target language code (e.g., 'en', 'fr', 'de').
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"""
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translator = pipeline("translation", model="Helsinki-NLP/opus-mt-en-{target_lang}")
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translated_text = translator(text)[0]['translation_text']
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return translated_text
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except Exception as e:
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return f"Error in translation: {str(e)}"
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# Strumento per calcolare la distanza tra due coordinate GPS
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@tool
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def calculate_distance(coord1: str, coord2: str) -> str:
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"""A tool that calculates the distance between two GPS coordinates.
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Args:
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coord1: The first coordinate in 'lat,lon' format.
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coord2: The second coordinate in 'lat,lon' format.
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"""
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try:
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lat1, lon1 = map(float, coord1.split(','))
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lat2, lon2 = map(float, coord2.split(','))
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distance_km = geodesic((lat1, lon1), (lat2, lon2)).kilometers
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return f"The distance between {coord1} and {coord2} is {distance_km:.2f} km."
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except Exception as e:
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return f"Error calculating distance: {str(e)}"
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# Strumento per analisi del sentimento
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@tool
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def analyze_sentiment(text: str) -> str:
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"""A tool that analyzes the sentiment of a given text.
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Args:
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text: The text to analyze.
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"""
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try:
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sentiment_analyzer = pipeline("sentiment-analysis")
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result = sentiment_analyzer(text)[0]
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return f"Sentiment: {result['label']} (Confidence: {result['score']:.2f})"
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except Exception as e:
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return f"Error in sentiment analysis: {str(e)}"
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# Strumento per generare testo creativo
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@tool
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def generate_creative_text(prompt: str) -> str:
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"""A tool that generates creative text based on a given prompt.
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Args:
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prompt: The input prompt for text generation.
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"""
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try:
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generator = pipeline("text-generation", model="gpt2")
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response = generator(prompt, max_length=100, num_return_sequences=1)
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return response[0]['generated_text']
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except Exception as e:
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return f"Error in text generation: {str(e)}"
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# Strumento per ottenere
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@tool
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def
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"""A tool that fetches the current
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Args:
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"""
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try:
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weather = response['weather'][0]['description']
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temp = response['main']['temp']
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return f"Current weather in {city}: {weather}, {temp}°C."
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except Exception as e:
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return f"Error fetching
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final_answer = FinalAnswerTool()
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agent = CodeAgent(
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model=model,
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tools=[final_answer,
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max_steps=6,
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verbosity_level=1,
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grammar=None,
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planning_interval=None,
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name=
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description=
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prompt_templates=prompt_templates
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)
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from smolagents import CodeAgent, DuckDuckGoSearchTool, HfApiModel, load_tool, tool
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import datetime
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import pytz
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import yaml
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from tools.final_answer import FinalAnswerTool
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from Gradio_UI import GradioUI
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# Strumento personalizzato per restituire un messaggio di saluto
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@tool
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def greet_user(name: str) -> str:
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"""A tool that returns a greeting message.
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Args:
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name: The name of the user.
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"""
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return f"Hello, {name}! How can I assist you today?"
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# Strumento per ottenere l'ora corrente in un fuso orario specifico
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@tool
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def get_current_time_in_timezone(timezone: str) -> str:
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"""A tool that fetches the current local time in a specified timezone.
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Args:
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timezone: A string representing a valid timezone (e.g., 'America/New_York').
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"""
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try:
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tz = pytz.timezone(timezone)
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local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S")
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return f"The current local time in {timezone} is: {local_time}"
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except Exception as e:
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return f"Error fetching time for timezone '{timezone}': {str(e)}"
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final_answer = FinalAnswerTool()
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agent = CodeAgent(
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model=model,
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tools=[final_answer, greet_user, get_current_time_in_timezone],
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max_steps=6,
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verbosity_level=1,
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grammar=None,
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planning_interval=None,
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name=None,
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description=None,
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prompt_templates=prompt_templates
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)
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