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| from smolagents import CodeAgent,DuckDuckGoSearchTool, HfApiModel,load_tool,tool | |
| from dateutil import parser | |
| from typing import Optional | |
| import datetime | |
| import requests | |
| import pytz | |
| import yaml | |
| import json | |
| 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 ! | |
| def parse_date(date_str: str) -> datetime.datetime: # Note the type hint change | |
| try: | |
| return parser.parse(date_str) | |
| except: | |
| return datetime.datetime.now() | |
| 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 ?" | |
| def get_current_time_in_timezone(timezone: str) -> str: | |
| """A tool that fetches the current local time in a specified timezone. | |
| Args: | |
| 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)}" | |
| def get_horoscope(sign: str, date: str = None, language: str = "EN") -> str: | |
| """ | |
| Fetches the horoscope for a given zodiac sign and date. | |
| Uses the ExaWeb API. Defaults to today if no date is provided. | |
| Args: | |
| sign: Zodiac sign (e.g., Aries, Taurus, Gemini) | |
| date: Date in any format (optional) | |
| language: Language code (e.g., 'EN' for English, 'HI' for Hindi) | |
| """ | |
| try: | |
| if date: | |
| date_obj = parser.parse(date) | |
| else: | |
| date_obj = datetime.datetime.now() | |
| formatted_date = date_obj.strftime("%d-%m-%Y") | |
| params = { | |
| "rashi": sign.upper(), | |
| "language": language, | |
| "day": formatted_date | |
| } | |
| url = "https://api.exaweb.in:3004/api/rashi" | |
| response = requests.get(url, params=params) | |
| response.raise_for_status() # Raise an exception for HTTP errors (4xx or 5xx) | |
| data = response.json() | |
| sign_data = data.get(sign.upper()) | |
| if sign_data: | |
| return json.dumps(sign_data) # Return the full data as a JSON string for the agent to parse | |
| return f"INFO: No horoscope found for sign: {sign}" | |
| except requests.exceptions.RequestException as e: | |
| return f"ERROR: [get_horoscope]: Network error while fetching horoscope: {e}" | |
| except json.JSONDecodeError: | |
| return f"ERROR: [get_horoscope]: Failed to parse a valid JSON response from the API." | |
| except Exception as e: | |
| return f"ERROR: [get_horoscope]: An unexpected error occurred: {str(e)}" | |
| def get_date_panchang(date: str = None, data_language: str = "EN") -> str: | |
| """ | |
| Fetches the Panchang data for a given date. | |
| If the user does not provide a date, use today's real date. | |
| Args: | |
| date: Date in any format (optional). | |
| data_language: Language of the Panchang data (e.g., 'EN' for English, 'HI' for Hindi). | |
| """ | |
| try: | |
| if not date: | |
| now = datetime.datetime.now() | |
| else: | |
| now = parser.parse(date) | |
| api_date = now.strftime("%d/%m/%y") | |
| url = ( | |
| f"https://api.exaweb.in:3004/api/panchang/daily?" | |
| f"date={api_date}&app_language=EN&data_language={data_language}" | |
| ) | |
| headers = { "api_key": "anvl_bharat_cal123", | |
| "Content-Type": "application/json" } | |
| response = requests.get(url, headers=headers) | |
| response.raise_for_status() | |
| data = response.json() | |
| if not isinstance(data, dict) or not data: | |
| return "ERROR: [get_date_panchang]: Received empty or invalid data from API." | |
| summary = { | |
| "date": data.get("date", "N/A"), | |
| "location": data.get("location", "N/A"), | |
| "Sunrise": data.get("Sunrise", []), | |
| "Sunset": data.get("Sunset", []), | |
| "Tithi": data.get("Tithi", []), | |
| "Nakshatra": data.get("Nakshatra", []), | |
| "Yoga": data.get("Yoga", []), | |
| "Karana": data.get("Karana", []), | |
| "Festivals": data.get("festivals", []), | |
| } | |
| sunrise_str = ', '.join(map(str, summary['Sunrise'])) or 'N/A' | |
| sunset_str = ', '.join(map(str, summary['Sunset'])) or 'N/A' | |
| tithi_str = ', '.join(map(str, summary['Tithi'])) or 'N/A' | |
| nakshatra_str = ', '.join(map(str, summary['Nakshatra'])) or 'N/A' | |
| yoga_str = ', '.join(map(str, summary['Yoga'])) or 'N/A' | |
| karana_str = ', '.join(map(str, summary['Karana'])) or 'N/A' | |
| festivals_str = ', '.join(f for f in map(str, summary['Festivals']) if f.strip().upper() != 'NA') or 'None' | |
| return ( | |
| f"Panchang for {summary['date']} in {summary['location']}:\n" | |
| f"🌅 Sunrise: {sunrise_str}\n" | |
| f"🌇 Sunset: {sunset_str}\n" | |
| f"📜 Tithi: {tithi_str}\n" | |
| f"✨ Nakshatra: {nakshatra_str}\n" | |
| f"🧘 Yoga: {yoga_str}\n" | |
| f"🔺 Karana: {karana_str}\n" | |
| f"🎉 Festivals: {festivals_str}" | |
| ) | |
| except requests.exceptions.RequestException as e: | |
| return f"ERROR: [get_date_panchang]: Network error while fetching Panchang: {e}" | |
| except json.JSONDecodeError: | |
| return f"ERROR: [get_date_panchang]: Failed to parse a valid JSON response from the API." | |
| except Exception as e: | |
| return f"ERROR: [get_date_panchang]: An unexpected error occurred: {str(e)}" | |
| def get_holidays(year: int = None, app_language: str = "EN", data_language: str = "EN") -> str: | |
| """ | |
| Fetches holidays from all categories for a given year from ExaWeb API. | |
| Args: | |
| year: Year (e.g., 2025). Optional — defaults to current year. | |
| app_language: App language for API (default: "EN"). | |
| data_language: Data language for holidays (default: "HI"). | |
| """ | |
| if not year: | |
| year = datetime.datetime.now().year | |
| params = { "app_language": app_language, "data_language": data_language, "year": year } | |
| headers = { "api_key": "anvl_bharat_cal123", | |
| "Content-Type": "application/json" } | |
| try: | |
| response = requests.get( | |
| "https://api.exaweb.in:3004/api/panchang/holiday", | |
| params=params, | |
| headers=headers | |
| ) | |
| response.raise_for_status() | |
| data = response.json() | |
| if not isinstance(data, dict): | |
| return f"INFO: No holiday data found for {year}." | |
| formatted = [] | |
| # --- ROBUSTNESS: Process only keys whose values are lists (safer than a blocklist) --- | |
| for category, groups in data.items(): | |
| if isinstance(groups, list): | |
| formatted.append(f"\n=== {category.replace('_', ' ').title()} ===") | |
| for group in groups: | |
| # The API structure has a nested list, ensure group is a list | |
| if isinstance(group, list): | |
| for holiday in group: | |
| if isinstance(holiday, dict): | |
| title = holiday.get("title", "N/A") | |
| date = holiday.get("date", "N/A") | |
| formatted.append(f"{date}: {title}") | |
| return "\n".join(formatted) if formatted else f"INFO: No holidays found for {year}." | |
| except requests.exceptions.RequestException as e: | |
| return f"ERROR: [get_holidays]: Network error fetching holidays: {e}" | |
| except json.JSONDecodeError: | |
| return f"ERROR: [get_holidays]: Failed to parse a valid JSON response from the API." | |
| except Exception as e: | |
| return f"ERROR: [get_holidays]: An unexpected error occurred: {str(e)}" | |
| def get_monthly_festivals(year: Optional[int] = None, month: Optional[str] = None, app_language: str = "EN", data_language: str = "EN") -> str: | |
| """ | |
| Fetches festival data for a specific month and year from the ExaWeb API. | |
| Args: | |
| year: The year to fetch (e.g., 2025). Defaults to current year. | |
| month: The full month name to fetch (e.g., "june"). Defaults to current month. | |
| app_language: The language for the application interface (default: "EN"). | |
| data_language: The language for the festival names (default: "EN"). | |
| """ | |
| if not year: | |
| year = datetime.datetime.now().year | |
| if not month: | |
| month = datetime.datetime.now().strftime("%B").lower() | |
| else: | |
| month = month.lower() | |
| api_url = "https://api.exaweb.in:3004/api/panchang/festival" | |
| params = { "year": year, "month": month, "app_language": app_language, "data_language": data_language } | |
| headers = { "api_key": "anvl_bharat_cal123", | |
| "Content-Type": "application/json" } | |
| try: | |
| response = requests.get(api_url, params=params, headers=headers) | |
| response.raise_for_status() | |
| data = response.json() | |
| if not data: | |
| return f"INFO: No festival data found for {month.capitalize()} {year}." | |
| formatted_lines = [] | |
| for entry in data: | |
| if isinstance(entry, dict): | |
| date = entry.get("date", "Unknown date") | |
| festivals = entry.get("festivals", []) | |
| meaningful_festivals = [f for f in festivals if isinstance(f, str) and f.strip().upper() != "NA"] | |
| if meaningful_festivals: | |
| festivals_str = ", ".join(meaningful_festivals) | |
| formatted_lines.append(f"{date}: {festivals_str}") | |
| if not formatted_lines: | |
| return f"INFO: No festivals found for {month.capitalize()} {year}." | |
| return "\n".join(formatted_lines) | |
| except requests.exceptions.RequestException as e: | |
| return f"ERROR: [get_monthly_festivals]: Network error while fetching data: {e}" | |
| except json.JSONDecodeError: | |
| return f"ERROR: [get_monthly_festivals]: Failed to parse a valid JSON response from the API." | |
| except Exception as e: | |
| return f"ERROR: [get_monthly_festivals]: An unexpected error occurred: {str(e)}" | |
| 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' | |
| model = HfApiModel( | |
| max_tokens=2096, | |
| temperature=0.5, | |
| model_id='sarvamai/sarvam-m',# it is possible that this model may be overloaded | |
| custom_role_conversions=None, | |
| ) | |
| with open("prompts.yaml", 'r') as stream: | |
| prompt_templates = yaml.safe_load(stream) | |
| agent = CodeAgent( | |
| model=model, | |
| tools=[final_answer, get_current_time_in_timezone, get_horoscope, get_date_panchang, get_holidays, get_monthly_festivals], ## add your tools here (don't remove final answer) | |
| max_steps=6, | |
| verbosity_level=1, | |
| grammar=None, | |
| planning_interval=None, | |
| name=None, | |
| description=None, | |
| prompt_templates=prompt_templates | |
| ) | |
| GradioUI(agent).launch() |