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Update app.py
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app.py
CHANGED
@@ -10,16 +10,20 @@ from Gradio_UI import GradioUI
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@tool
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def my_cutom_tool(arg1: str, arg2: int) -> str:
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"""A tool that does nothing yet
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Args:
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arg1: the first argument
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arg2: the second argument
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"""
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return "What magic will you build ?"
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@tool
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def get_current_time_in_timezone(timezone: str) -> str:
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"""
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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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@@ -34,9 +38,15 @@ def get_current_time_in_timezone(timezone: str) -> str:
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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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# --- Helper
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def fetch_spotify_access_token():
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url = "https://accounts.spotify.com/api/token"
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headers = {"Content-Type": "application/x-www-form-urlencoded"}
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data = {
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@@ -45,115 +55,49 @@ def fetch_spotify_access_token():
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"client_secret": os.getenv("SPOTIFY_CLIENT_SECRET")
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}
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response = requests.post(url, headers=headers, data=data)
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return response.json().get("access_token")
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def fetch_user_location_data():
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url = "http://ip-api.com/json/"
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response = requests.get(url)
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if response.status_code == 200:
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return data.get("city"), data.get("country"), data.get("timezone")
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return None, None, None
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def fetch_weather_for_city(city: str):
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WEATHER_API_KEY = os.getenv("WEATHER_API_KEY")
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url = f"https://api.openweathermap.org/data/2.5/weather?q={city}&appid={WEATHER_API_KEY}&units=metric"
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response = requests.get(url)
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if response.status_code == 200:
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data = response.json()
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return data["weather"][0]["main"]
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return None
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mapping = default_mappings.get(mood.lower(), {"target_valence": 0.5, "target_energy": 0.5, "seed_genre": "pop"})
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# Adjust parameters based on weather conditions if provided
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if weather_condition:
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weather = weather_condition.lower()
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if weather in ["rain", "thunderstorm"]:
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mapping["target_energy"] = max(mapping["target_energy"] - 0.2, 0.0)
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elif weather in ["clear"]:
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mapping["target_energy"] = min(mapping["target_energy"] + 0.1, 1.0)
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return mapping
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# --- Environmental Tools ---
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@tool
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def
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"""Fetches
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Returns:
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A string containing the city, country, and timezone, or an error message.
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"""
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city, country, timezone = fetch_user_location_data()
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if city and country and timezone:
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return f"City: {city}, Country: {country}, Timezone: {timezone}"
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return "Error fetching location."
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@tool
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def get_weather(city: str) -> str:
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"""Fetches weather data for a given city using OpenWeatherMap API.
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Args:
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city: The name of the city.
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Returns:
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A string describing the current weather in the specified city, or an error message.
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"""
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weather = fetch_weather_for_city(city)
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if weather:
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return f"Current weather in {city} is {weather}."
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return "Error fetching weather data."
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@tool
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def get_songs_by_mood(mood: str, local: bool = False) -> str:
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"""Fetches a playlist of songs that fits the user's mood using Spotify's Recommendations API.
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Args:
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mood: A string representing the desired mood (e.g., "happy", "sad", "energetic", "chill").
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local: A boolean flag. If True, the tool fetches the user's location and current weather
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to adjust the mood mapping accordingly.
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Returns:
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A string containing a
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The tool internally maps mood words to corresponding Spotify parameters. For example:
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- "happy": target_valence ~ 0.9, target_energy ~ 0.8, seed_genre "pop"
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- "sad": target_valence ~ 0.2, target_energy ~ 0.3, seed_genre "acoustic"
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- "energetic": target_valence ~ 0.7, target_energy ~ 0.9, seed_genre "work-out"
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- "chill": target_valence ~ 0.6, target_energy ~ 0.4, seed_genre "chill"
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If 'local' is True, the tool uses the user's location and weather to adjust the mapping
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(e.g., reducing energy on rainy days).
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"""
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if local:
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city, country, timezone = fetch_user_location_data()
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if not city:
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return "Error: Unable to determine user location."
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weather_condition = fetch_weather_for_city(city)
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mapping = map_mood_to_params(mood, weather_condition)
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access_token = fetch_spotify_access_token()
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if not access_token:
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return "Error: Unable to retrieve Spotify access token."
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params = {
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"seed_genres": mapping["
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"target_valence": mapping["target_valence"],
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"target_energy": mapping["target_energy"],
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"limit": 10
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}
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url = "https://api.spotify.com/v1/recommendations"
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headers = {"Authorization": f"Bearer {access_token}"}
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response = requests.get(url, headers=headers, params=params)
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tracks = response.json().get("tracks", [])
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if not tracks:
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return "No tracks found for the specified mood."
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playlist = [
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return "\n".join(playlist)
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final_answer = FinalAnswerTool()
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model = HfApiModel(
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custom_role_conversions=None,
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)
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# Patch: Ensure last_input_token_count is initialized to 0 if not already set.
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if model.last_input_token_count is None:
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model.last_input_token_count = 0
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# Import tool from Hub
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image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)
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@@ -190,8 +135,6 @@ agent = CodeAgent(
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final_answer,
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my_cutom_tool,
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get_current_time_in_timezone,
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get_user_location,
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get_weather,
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get_songs_by_mood
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],
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max_steps=6,
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prompt_templates=prompt_templates
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)
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GradioUI(agent).launch()
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@tool
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def my_cutom_tool(arg1: str, arg2: int) -> str:
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"""A tool that does nothing yet.
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Args:
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arg1: the first argument.
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arg2: the second argument.
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Returns:
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A placeholder string.
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"""
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return "What magic will you build ?"
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@tool
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def get_current_time_in_timezone(timezone: str) -> str:
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"""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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except Exception as e:
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return f"Error fetching time for timezone '{timezone}': {str(e)}"
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# --- Helper function to fetch Spotify access token ---
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def fetch_spotify_access_token() -> str:
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"""
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Retrieves an access token from Spotify using the Client Credentials Flow.
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Returns:
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A string containing the access token, or None if the request fails.
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"""
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url = "https://accounts.spotify.com/api/token"
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headers = {"Content-Type": "application/x-www-form-urlencoded"}
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data = {
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"client_secret": os.getenv("SPOTIFY_CLIENT_SECRET")
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}
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response = requests.post(url, headers=headers, data=data)
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if response.status_code == 200:
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return response.json().get("access_token")
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return None
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# --- Mood Mapping Dictionary ---
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# This dictionary maps mood words to Spotify recommendation parameters.
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MOOD_MAPPING = {
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"happy": {"target_valence": 0.9, "target_energy": 0.8, "seed_genres": ["pop"]},
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"sad": {"target_valence": 0.2, "target_energy": 0.3, "seed_genres": ["acoustic"]},
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"energetic": {"target_valence": 0.7, "target_energy": 0.9, "seed_genres": ["work-out"]},
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"chill": {"target_valence": 0.6, "target_energy": 0.4, "seed_genres": ["chill"]}
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}
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@tool
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def get_songs_by_mood(mood: str) -> str:
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"""Fetches a playlist of songs based on a given mood using Spotify's Recommendations API.
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Args:
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mood: A string representing the desired mood (e.g., "happy", "sad", "energetic", "chill").
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Returns:
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A string containing a list of recommended songs, each on a new line in the format:
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'Track Name - Artist Name'.
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The function uses an internal mapping to convert the mood word into target parameters
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(valence, energy) and a seed genre, then calls the Spotify Recommendations endpoint.
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"""
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# Retrieve Spotify access token
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access_token = fetch_spotify_access_token()
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if not access_token:
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return "Error: Unable to retrieve Spotify access token."
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# Get mapping for the specified mood; use default if not found
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mapping = MOOD_MAPPING.get(mood.lower(), {"target_valence": 0.5, "target_energy": 0.5, "seed_genres": ["pop"]})
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# Build parameters for the Spotify Recommendations API request
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params = {
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"seed_genres": ",".join(mapping["seed_genres"]),
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"target_valence": mapping["target_valence"],
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"target_energy": mapping["target_energy"],
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"limit": 10
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}
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url = "https://api.spotify.com/v1/recommendations"
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headers = {"Authorization": f"Bearer {access_token}"}
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response = requests.get(url, headers=headers, params=params)
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tracks = response.json().get("tracks", [])
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if not tracks:
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return "No tracks found for the specified mood."
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playlist = []
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for track in tracks:
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track_name = track.get("name")
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artist_name = track.get("artists", [{}])[0].get("name", "Unknown")
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playlist.append(f"{track_name} - {artist_name}")
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return "\n".join(playlist)
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else:
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return f"Error: {response.json()}"
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final_answer = FinalAnswerTool()
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model = HfApiModel(
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custom_role_conversions=None,
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)
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# Import tool from Hub
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image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)
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final_answer,
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my_cutom_tool,
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get_current_time_in_timezone,
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get_songs_by_mood
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],
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max_steps=6,
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prompt_templates=prompt_templates
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)
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GradioUI(agent).launch()
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