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Update app.py
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app.py
CHANGED
@@ -10,18 +10,39 @@ from Gradio_UI import GradioUI
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# Below is an example of a tool that does nothing. Amaze us with your creativity !
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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
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"""
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try:
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# Create timezone object
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tz = pytz.timezone(timezone)
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# Get current time in that timezone
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local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S")
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except Exception as e:
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return
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@tool
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def get_sunrise_time(location: str, date: str = "today") -> str:
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date: Date string (e.g., "2023-12-25" or "today" for current date)
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"""
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try:
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#
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if date
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else:
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date_param =
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# Check if location is in coordinate format
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if "," in location and all(part.replace('.', '', 1).replace('-', '', 1).isdigit() for part in location.split(',')):
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lat, lng = location.split(',')
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else:
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# Use Nominatim API for geocoding (convert location name to coordinates)
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# Process sunrise times (convert from UTC to local time)
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sunrise_utc = datetime.datetime.fromisoformat(data['results']['sunrise'].replace('Z', '+00:00'))
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civil_twilight_utc = datetime.datetime.fromisoformat(data['results']['civil_twilight_begin'].replace('Z', '+00:00'))
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# Get timezone for the location (using timezonefinder library)
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timezone = pytz.UTC
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timezone_name = "UTC"
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timezone_name = timezone_str
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# Convert to local time
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sunrise_local = sunrise_utc.astimezone(timezone)
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civil_twilight_local = civil_twilight_utc.astimezone(timezone)
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# Calculate best shooting time (typically from civil twilight to sunrise)
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best_start = civil_twilight_local
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best_end = sunrise_local
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# Calculate golden hour (about 30 minutes after sunrise)
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golden_hour_end = sunrise_local + datetime.timedelta(minutes=30)
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else: # Winter
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season = "Winter"
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season_tip = "Winter sunrises come later with cooler light. Stay warm and bring extra batteries as cold temperatures drain them faster."
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# Generate
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f"
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f"
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f"Golden light ends: {golden_hour_end_time}",
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f"
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"Composition tip: Look for interesting foreground elements, don't just focus on the sky",
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"For best exposure,
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]
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# Add a humorous tip
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"If your photos come out blurry, just tell everyone it's an 'artistic style'.",
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"The secret formula for the perfect sunrise shot: Weather forecast accuracy + Luck × Preparation ÷ Snooze button index"
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]
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photography_tips.append(random.choice(humor_tips))
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#
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result = f"== Sunrise Photography Guide for {location} ==\n\n"
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result += "\n".join(photography_tips)
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except Exception as e:
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return
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model = HfApiModel(
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max_tokens=2096,
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temperature=0.5,
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model_id='Qwen/Qwen2.5-Coder-32B-Instruct'
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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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with open("prompts.yaml", 'r') as stream:
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agent = CodeAgent(
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model=model,
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tools=[
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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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GradioUI(agent).launch()
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# Below is an example of a tool that does nothing. Amaze us with your creativity !
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@tool
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def get_current_time_in_timezone(timezone: str) -> str:
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"""Get the current time in a specified timezone.
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Args:
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timezone: A valid timezone string (e.g., 'America/New_York', 'Asia/Tokyo').
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"""
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try:
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# Validate timezone
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if timezone not in pytz.all_timezones:
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return json.dumps({
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"status": "error",
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"message": f"Invalid timezone: '{timezone}'. Please provide a valid timezone like 'America/New_York'.",
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"data_source": "none"
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})
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# Create timezone object
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tz = pytz.timezone(timezone)
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# Get current time in that timezone
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local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S")
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return json.dumps({
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"status": "success",
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"message": f"The current time in {timezone} is: {local_time}",
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"data": {
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"timezone": timezone,
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"current_time": local_time
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},
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"data_source": "system_time"
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})
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except Exception as e:
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return json.dumps({
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"status": "error",
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"message": f"Error fetching time for timezone '{timezone}': {str(e)}",
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"data_source": "none"
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})
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@tool
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def get_sunrise_time(location: str, date: str = "today") -> str:
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date: Date string (e.g., "2023-12-25" or "today" for current date)
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"""
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try:
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# Validate date format if not "today"
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if date != "today":
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try:
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datetime.datetime.strptime(date, "%Y-%m-%d")
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date_param = f"&date={date}"
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except ValueError:
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return json.dumps({
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"status": "error",
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"message": f"Invalid date format: '{date}'. Please use YYYY-MM-DD format or 'today'.",
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"data_source": "none"
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})
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else:
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date_param = ""
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# Check if location is in coordinate format
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if "," in location and all(part.replace('.', '', 1).replace('-', '', 1).isdigit() for part in location.split(',')):
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lat, lng = location.split(',')
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location_source = "user_coordinates"
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else:
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# Use Nominatim API for geocoding (convert location name to coordinates)
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try:
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geo_response = requests.get(
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f"https://nominatim.openstreetmap.org/search?q={location}&format=json&limit=1",
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headers={"User-Agent": "SunrisePhotographyAssistant/1.0"}
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)
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geo_data = geo_response.json()
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if not geo_data:
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return json.dumps({
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"status": "error",
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"message": f"Could not find location: {location}. Please try using coordinates or check the spelling.",
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"data_source": "none"
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})
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lat = geo_data[0]['lat']
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lng = geo_data[0]['lon']
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location_source = "openstreetmap_geocoding"
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# Get the properly formatted name from OSM
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location_name = geo_data[0].get('display_name', location)
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except Exception as e:
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return json.dumps({
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"status": "error",
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"message": f"Error geocoding location '{location}': {str(e)}",
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"data_source": "none"
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})
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# Use coordinates to get sunrise data
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try:
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response = requests.get(f"https://api.sunrise-sunset.org/json?lat={lat}&lng={lng}{date_param}&formatted=0")
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data = response.json()
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if data.get('status') != 'OK':
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return json.dumps({
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"status": "error",
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"message": f"Error getting sunrise data: {data.get('status', 'Unknown error')}",
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"data_source": "none"
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})
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# Validate required fields
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required_fields = ['sunrise', 'civil_twilight_begin']
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for field in required_fields:
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if field not in data.get('results', {}):
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return json.dumps({
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"status": "error",
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"message": f"Missing required data field: {field}",
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"data_source": "none"
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})
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except Exception as e:
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return json.dumps({
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"status": "error",
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"message": f"Error fetching sunrise data: {str(e)}",
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"data_source": "none"
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})
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# Process sunrise times (convert from UTC to local time)
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sunrise_utc = datetime.datetime.fromisoformat(data['results']['sunrise'].replace('Z', '+00:00'))
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civil_twilight_utc = datetime.datetime.fromisoformat(data['results']['civil_twilight_begin'].replace('Z', '+00:00'))
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# Get timezone for the location (using timezonefinder library)
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try:
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from timezonefinder import TimezoneFinder
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tf = TimezoneFinder()
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timezone_str = tf.certain_timezone_at(lat=float(lat), lng=float(lng))
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if not timezone_str:
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timezone = pytz.UTC
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timezone_name = "UTC"
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timezone_confidence = "low"
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timezone_note = "(Note: Could not determine exact local timezone, using UTC instead)"
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else:
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timezone = pytz.timezone(timezone_str)
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timezone_name = timezone_str
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timezone_confidence = "high"
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timezone_note = ""
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except Exception as e:
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# Fallback to UTC if timezone lookup fails
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timezone = pytz.UTC
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timezone_name = "UTC"
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timezone_confidence = "fallback"
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timezone_note = f"(Note: Error determining timezone: {str(e)}. Using UTC instead)"
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# Convert to local time
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sunrise_local = sunrise_utc.astimezone(timezone)
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civil_twilight_local = civil_twilight_utc.astimezone(timezone)
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# Calculate golden hour (about 30 minutes after sunrise)
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golden_hour_end = sunrise_local + datetime.timedelta(minutes=30)
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else: # Winter
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season = "Winter"
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season_tip = "Winter sunrises come later with cooler light. Stay warm and bring extra batteries as cold temperatures drain them faster."
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# Generate factual data section
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factual_data = [
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f"Sunrise time: {sunrise_time} {timezone_note}",
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f"Civil twilight begins: {civil_twilight_time}",
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f"Golden light ends approximately: {golden_hour_end_time}",
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f"Current season: {season}"
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]
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# Generate photography recommendations
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photography_recommendations = [
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f"Recommended arrival time: Civil twilight ({civil_twilight_time})",
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f"{season} photography consideration: {season_tip}",
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"Suggested gear: Tripod (essential), Variable ND filter, Remote shutter, Extra batteries",
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"Composition tip: Look for interesting foreground elements, don't just focus on the sky",
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"For best exposure, consider bracketing (HDR) or graduated filters"
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]
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# Add a humorous tip
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"If your photos come out blurry, just tell everyone it's an 'artistic style'.",
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"The secret formula for the perfect sunrise shot: Weather forecast accuracy + Luck × Preparation ÷ Snooze button index"
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]
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# Build final output
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result = f"== Sunrise Photography Guide for {location} ==\n\n"
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result += "FACTUAL DATA (from sunrise-sunset.org):\n"
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result += "\n".join([f"• {item}" for item in factual_data])
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result += "\n\n"
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result += "PHOTOGRAPHY RECOMMENDATIONS:\n"
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result += "\n".join([f"• {item}" for item in photography_recommendations])
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result += "\n\n"
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result += "HUMOR TIP:\n"
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result += f"• {random.choice(humor_tips)}\n\n"
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result += "NOTE: Weather conditions can significantly affect photography opportunities and are not predicted by this tool."
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# Prepare data for structured output
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output_data = {
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"status": "success",
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"message": result,
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"data": {
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"location": location,
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"date": date if date != "today" else datetime.datetime.now().strftime("%Y-%m-%d"),
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"sunrise_time": sunrise_time,
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"civil_twilight_time": civil_twilight_time,
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"golden_hour_end_time": golden_hour_end_time,
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"timezone": timezone_name,
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"season": season
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},
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"data_sources": {
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"location": location_source,
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"astronomy": "sunrise-sunset.org",
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"timezone": f"timezonefinder ({timezone_confidence} confidence)"
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}
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}
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return json.dumps(output_data)
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except Exception as e:
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return json.dumps({
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"status": "error",
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"message": f"Error processing request: {str(e)}",
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"data_source": "none"
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})
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@tool
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def get_photography_tip() -> str:
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"""Get a random sunrise photography tip."""
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tips = [
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265 |
+
"Arrive 45 minutes before sunrise to set up your equipment and have time to adjust your composition.",
|
266 |
+
"Don't just shoot at the moment of sunrise - the light changes before and after are equally worth capturing.",
|
267 |
+
"Use a tripod and remote shutter for sharp photos in low light conditions.",
|
268 |
+
"Try using foreground elements (trees, rocks, lake reflections) to add depth to your photo.",
|
269 |
+
"Use smartphone apps to predict the sunrise direction at your location and plan your composition in advance.",
|
270 |
+
"Cloudy days can produce spectacular sunrise photos - don't abandon your shoot just because there's no clear sky.",
|
271 |
+
"Light changes rapidly during sunrise - use exposure bracketing (HDR) to ensure you capture enough dynamic range.",
|
272 |
+
"Consider using a telephoto lens for sunrise shots to magnify the sun and highlight atmospheric effects near the horizon.",
|
273 |
+
"Bring graduated ND filters to balance the bright sky with a darker foreground.",
|
274 |
+
"Research your location before traveling, understanding the sun's direction and terrain to find the best shooting spots.",
|
275 |
+
"Try shooting panoramas to capture the full range of colors in the sky during sunrise.",
|
276 |
+
"Shoot in RAW format to preserve more possibilities for post-processing.",
|
277 |
+
"When shooting sunrise at the beach, check tide schedules to plan your best shooting position.",
|
278 |
+
"Winter sunrises often have the most dramatic colors and longest golden hour periods.",
|
279 |
+
"City sunrises can be spectacular - look for elevated positions that show the city skyline.",
|
280 |
+
"In windy weather, add weight to your tripod to prevent camera shake during sunrise shoots.",
|
281 |
+
"Use interval shooting (time-lapse) to document the entire sunrise process.",
|
282 |
+
"Having the sky occupy 2/3 of your composition often creates more dramatic sunrise photos.",
|
283 |
+
"During sunrise, sunlight has a reddish-yellow tone. Try setting your white balance to 'cloudy' to preserve these colors.",
|
284 |
+
"If you want to capture star trails and sunrise in one composition, you'll need a star tracker and multiple exposure techniques."
|
285 |
+
]
|
286 |
+
|
287 |
+
# Add some humorous "rescue" tips
|
288 |
+
rescue_tips = [
|
289 |
+
"If you overslept and missed the sunrise, don't worry! Claim you're practicing 'minimalist photography' - not shooting is the ultimate art form.",
|
290 |
+
"Lens fogged up? Tell everyone you invented the 'dream filter effect' - it might be trending next week.",
|
291 |
+
"If you took 100 photos and none are satisfactory, convert them to black and white - photographers call this 'artistic redemption'.",
|
292 |
+
"Forgot your memory card? Congratulations on experiencing 'mindful photography' - recording the moment with your eyes and heart.",
|
293 |
+
"Sun hiding behind clouds and not coming out? Claim you were actually there to shoot 'cloud portraits' all along.",
|
294 |
+
"Forgot to adjust ISO and got noisy photos? No problem, call it 'digital grain' and claim it's your signature style.",
|
295 |
+
"If your sunrise photos look bland, try this pro tip: Add filters until it looks like an alien sunset, then post on social media with #NoFilter.",
|
296 |
+
"Tripod collapsed? That's the universe telling you it's time to try 'stream of consciousness photography'."
|
297 |
+
]
|
298 |
+
|
299 |
+
# 20% chance to return a "rescue" tip
|
300 |
+
if random.random() < 0.2:
|
301 |
+
tip = random.choice(rescue_tips)
|
302 |
+
tip_type = "humorous_rescue"
|
303 |
+
else:
|
304 |
+
tip = random.choice(tips)
|
305 |
+
tip_type = "practical"
|
306 |
+
|
307 |
+
return json.dumps({
|
308 |
+
"status": "success",
|
309 |
+
"message": tip,
|
310 |
+
"data": {
|
311 |
+
"tip": tip,
|
312 |
+
"tip_type": tip_type
|
313 |
+
},
|
314 |
+
"data_source": "curated_collection"
|
315 |
+
})
|
316 |
|
317 |
+
@tool
|
318 |
+
def parse_response(response_json: str) -> str:
|
319 |
+
"""Helper tool to parse JSON responses and format them for user display.
|
320 |
+
Args:
|
321 |
+
response_json: JSON string from one of the other tools
|
322 |
+
"""
|
323 |
+
try:
|
324 |
+
data = json.loads(response_json)
|
325 |
+
|
326 |
+
# Simply return the message for successful responses
|
327 |
+
if data.get("status") == "success":
|
328 |
+
return data.get("message", "Operation completed successfully, but no message was provided.")
|
329 |
+
else:
|
330 |
+
# For error responses, provide a clear error message
|
331 |
+
return f"ERROR: {data.get('message', 'An unknown error occurred.')}"
|
332 |
+
|
333 |
+
except Exception as e:
|
334 |
+
return f"Error parsing response: {str(e)}"
|
335 |
|
336 |
+
final_answer = FinalAnswerTool()
|
337 |
+
|
338 |
+
# Model setup
|
339 |
model = HfApiModel(
|
340 |
+
max_tokens=2096,
|
341 |
+
temperature=0.5,
|
342 |
+
model_id='Qwen/Qwen2.5-Coder-32B-Instruct',
|
343 |
+
custom_role_conversions=None,
|
344 |
)
|
345 |
|
346 |
+
# Import image generation tool from Hub
|
|
|
347 |
image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)
|
348 |
|
349 |
with open("prompts.yaml", 'r') as stream:
|
|
|
351 |
|
352 |
agent = CodeAgent(
|
353 |
model=model,
|
354 |
+
tools=[
|
355 |
+
get_current_time_in_timezone,
|
356 |
+
get_sunrise_time,
|
357 |
+
get_photography_tip,
|
358 |
+
parse_response, # Add helper tool for parsing
|
359 |
+
image_generation_tool,
|
360 |
+
final_answer
|
361 |
+
],
|
362 |
max_steps=6,
|
363 |
verbosity_level=1,
|
364 |
grammar=None,
|
365 |
planning_interval=None,
|
366 |
+
name="Sunrise Photography Assistant",
|
367 |
+
description="An intelligent assistant that helps photographers find the best times for sunrise photography and provides professional advice",
|
368 |
prompt_templates=prompt_templates
|
369 |
)
|
370 |
|
|
|
371 |
GradioUI(agent).launch()
|