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config.py

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+# MODEL_NAME="llama3-8b-8192"
+MODEL_NAME="llama-3.3-70b-versatile"
+
+
+PROMPT = """
+You are an Appointment Booking Assistant AI.
+- Help users schedule, reschedule, or delete appointments.
+- Appointments must follow these rules:
+  1. Scheduled on weekdays (Monday to Friday) only.
+  2. Between 10 AM and 7 PM.
+  3. Within the next 7 days.
+- Respond appropriately to greetings like "Hi" or "Hello."
+- Provide available slots when requested.
+
+If the input includes a specific time or date:
+- Parse the date and time from the input.
+- Use the appropriate tool to check availability or book an appointment.
+- If parsing fails, ask the user for clarification.
+
+Available tools:
+- `book-slot-tool` for booking appointments.
+- `check-event` for checking available slots.
+- `delete-slot-tool` for deleting events.
+- `reschedule-event-tool` for rescheduling events.
+
+If you cannot fulfill the request, explain why.
+"""
+

credentials.json

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+{"installed":{"client_id":"123736158724-c9fm6hg9svnhaoeqh1kqutts1q01oru1.apps.googleusercontent.com","project_id":"ethereal-app-434922-g3","auth_uri":"https://accounts.google.com/o/oauth2/auth","token_uri":"https://oauth2.googleapis.com/token","auth_provider_x509_cert_url":"https://www.googleapis.com/oauth2/v1/certs","client_secret":"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","redirect_uris":["http://localhost"]}}

model.py

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+import os
+import logging
+from config import MODEL_NAME
+from dotenv import load_dotenv
+from langchain_groq import ChatGroq
+from langchain.agents import AgentExecutor
+from langchain.prompts import ChatPromptTemplate, MessagesPlaceholder
+from langchain.agents import AgentExecutor
+from langchain.agents import create_tool_calling_agent
+from langchain_core.utils.function_calling import convert_to_openai_function
+from utils import book_slot, check_slots, reschedule_event, delete_event
+
+
+load_dotenv()
+logging.basicConfig(level=logging.DEBUG, format='%(asctime)s - %(levelname)s - %(message)s')
+
+API_KEY = os.environ["API_KEY"]
+def create_agent(PROMPT):
+    prompt_template = ChatPromptTemplate.from_messages([
+        ("system", PROMPT),
+        ("human", "{input}"),
+        MessagesPlaceholder(variable_name="agent_scratchpad"),
+    ])
+
+    tools = [book_slot, delete_event, check_slots, reschedule_event]
+    functions = [convert_to_openai_function(f) for f in tools]
+
+    llm = ChatGroq(
+        model=MODEL_NAME,
+        temperature=0.7,
+        max_tokens=None,
+        timeout=None,
+        max_retries=2,
+        api_key=API_KEY
+    ).bind_functions(functions=functions)
+
+    agent = create_tool_calling_agent(llm, tools, prompt_template)
+    agent_executor = AgentExecutor(agent=agent, tools=tools)
+    return agent_executor

schema.py

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+from langchain.pydantic_v1 import BaseModel, Field
+
+class symptoms(BaseModel):
+    symptoms: str = Field(description="query of user")
+
+class bookSlot(BaseModel):
+    start_time: str = Field(description="starting time of the slot with date use this format '2024-09-20T15:30:00+05:30'.")
+    end_time: str = Field(description="ending time of the slot with date use this format '2024-09-20T15:30:00+05:30'.")
+    summary: str = Field(description="summary of the event with title.")
+
+class deleteSlot(BaseModel):
+    start_time: str = Field(description="starting time of the slot with date use this format '2024-09-20T15:30:00+05:30'.")
+
+class reschedule_event(BaseModel):
+    start_time: str = Field(description="starting time of the slot with date that need to be reschedule use this format '2024-09-20T15:30:00+05:30'.")
+    new_start_time: str = Field(description="new starting time of the slot with date that need to be reschedule use this format '2024-09-20T15:30:00+05:30'.")
+    new_end_time: str = Field(description="ending time of the slot with date that need to be reschedule use this format '2024-09-20T15:30:00+05:30'.")
+
+class listevent(BaseModel):
+    target_date: str = Field(description="Target date for which we want to list the events.")
+
+class checkevent(BaseModel):
+    date: str = Field(description="Target date for which we want to check the events.")
+

token.json

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+{"token": "ya29.a0ARW5m74jdMZiSQpKWTQEkw_sxifCi6ZbXAPMY_GiMz98PIfckijA9JecLAXK6S1eTShihyZzfhy-asNki5K_kwUAnOqtrJZljhccpvlH_psJkbLvG3TVJEN3jeObf2mXkthkhQoSkNLIEgWBFGZHIPEY_O5J67aL73KDlzUxGgaCgYKAUkSARMSFQHGX2MiOrQc5XyI3oYteL5Q880jyw0177", "refresh_token": "1//0gZZwK4VIR2K9CgYIARAAGBASNwF-L9Ir8G81_L9U7qclvFtmBADREyA5DXHphCSfC8Pd-Ut9EMxk171HSfJwtTTBVeLdgfZUw3A", "token_uri": "https://oauth2.googleapis.com/token", "client_id": "123736158724-c9fm6hg9svnhaoeqh1kqutts1q01oru1.apps.googleusercontent.com", "client_secret": "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", "scopes": ["https://www.googleapis.com/auth/calendar"], "universe_domain": "googleapis.com", "account": "", "expiry": "2025-01-10T10:48:26.574972Z"}

utils.py

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+from datetime import timedelta
+from datetime import datetime
+import os.path
+import logging  
+from google.auth.transport.requests import Request
+from google.oauth2.credentials import Credentials
+from google_auth_oauthlib.flow import InstalledAppFlow
+from googleapiclient.discovery import build
+from googleapiclient.errors import HttpError
+import smtplib
+from email.mime.multipart import MIMEMultipart
+from email.mime.text import MIMEText
+import pandas as pd
+from langchain.prompts import PromptTemplate
+from langchain.chains import LLMChain
+from langchain_groq import ChatGroq
+from langchain.agents import tool
+from dotenv import load_dotenv
+from schema import bookSlot,deleteSlot,reschedule_event,listevent,checkevent
+load_dotenv()
+API_KEY= os.environ["API_KEY"]
+# Configure logging
+logging.basicConfig(level=logging.DEBUG, format='%(asctime)s - %(levelname)s - %(message)s')
+
+llm = ChatGroq(
+    model="llama3-8b-8192",
+    temperature=0,
+    max_tokens=None,
+    timeout=None,
+    max_retries=2,
+    api_key=API_KEY
+)
+SCOPES = ["https://www.googleapis.com/auth/calendar"]
+
+EMAIL_SENDER = "kothariyash360@gmail.com"  
+EMAIL_PASSWORD = "wlxf poqr wgsh qvqs" 
+
+def get_service():
+    """Create and return the Google Calendar API service."""
+    print('this function is called.')
+    logging.debug("Initializing Google Calendar API service")
+    creds = None
+    if os.path.exists("token.json"):
+        creds = Credentials.from_authorized_user_file("token.json", SCOPES)
+    if not creds or not creds.valid:
+        if creds and creds.expired and creds.refresh_token:
+            creds.refresh(Request())
+        else:
+            flow = InstalledAppFlow.from_client_secrets_file("credentials.json", SCOPES)
+            creds = flow.run_local_server(port=0)
+        with open("token.json", "w") as token:
+            token.write(creds.to_json())
+
+    return build("calendar", "v3", credentials=creds)
+
+def send_email(to_email, subject, body):
+    """Send an email notification to the participants."""
+    try:
+        msg = MIMEMultipart()
+        msg['From'] = EMAIL_SENDER
+        msg['To'] = to_email
+        msg['Subject'] = subject
+        msg.attach(MIMEText(body, 'plain'))
+
+        server = smtplib.SMTP('smtp.gmail.com', 587)
+        server.starttls()
+        server.login(EMAIL_SENDER, EMAIL_PASSWORD) 
+        text = msg.as_string()
+        server.sendmail(EMAIL_SENDER, to_email, text)
+        server.quit()
+
+        print(f"Email sent to {to_email}")
+    except Exception as e:
+        print(f"Failed to send email: {e}")
+
+
+# def is_valid_booking_time(start_time):
+#     # Convert string to datetime object
+#     start_time_dt = datetime.strptime(start_time, "%Y-%m-%dT%H:%M:%S%z")
+    
+#     # Ensure the booking is within the next 7 days
+#     today = datetime.now(start_time_dt.tzinfo)
+#     if start_time_dt < today or start_time_dt > (today + timedelta(days=7)):
+#         return False, "You can only book appointments within the next 7 days."
+    
+#     # Ensure the booking is on a weekday and within 10 AM to 7 PM
+#     if start_time_dt.weekday() >= 5:  # 0 = Monday, 6 = Sunday
+#         return False, "Appointments can only be booked Monday to Friday."
+    
+#     if not (10 <= start_time_dt.hour < 19):  # Ensure the time is between 10 AM to 7 PM
+#         return False, "Appointments can only be scheduled between 10 AM and 7 PM."
+
+#     return True, None
+
+def is_valid_booking_time(start_time):
+    # Convert string to datetime object
+    logging.debug(start_time)
+    start_time_dt = datetime.strptime(start_time, "%Y-%m-%dT%H:%M:%S%z")
+    logging.debug(start_time_dt)
+    # Get today's date at midnight for date comparison
+    today = datetime.now(start_time_dt.tzinfo).replace(
+        hour=0, minute=0, second=0, microsecond=0
+    )
+    
+    # Get the end of the 7th day
+    seven_days_later = (today + timedelta(days=7)).replace(
+        hour=23, minute=59, second=59
+    )
+    
+    # Check if the date falls within the 7-day window
+    if start_time_dt.date() < today.date() or start_time_dt.date() > seven_days_later.date():
+        return False, "You can only book appointments within the next 7 days."
+    
+    # Ensure the booking is on a weekday and within 10 AM to 7 PM
+    if start_time_dt.weekday() >= 5:  # 0 = Monday, 6 = Sunday
+        return False, "Appointments can only be booked Monday to Friday."
+    
+    if not (10 <= start_time_dt.hour < 19):  # Ensure the time is between 10 AM to 7 PM
+        return False, "Appointments can only be scheduled between 10 AM and 7 PM."
+
+    return True, None
+import pytz
+from datetime import datetime, timedelta
+@tool("check-event", args_schema=checkevent, return_direct=True)
+def check_slots(date):
+    """
+    This function is to check available slot for a given date, excluding times when events are booked.
+    It only returns valid slots that fall on weekdays (Mon-Fri) between 10 AM to 7 PM.
+
+    Args:
+        date (str): The date for which to check availability. Can be 'today', 'tomorrow', or a date string.
+
+    Returns:
+        str: Formatted string of available 1-hour slots or a message if no slots are available.
+    """
+    logging.debug("Entered into check-slots tool")
+    
+    # Handle relative dates with proper timezone
+    ist_tz = pytz.timezone('Asia/Kolkata')
+    today = datetime.now(ist_tz)
+    
+    if date.lower() == 'today':
+        date = today.strftime('%Y-%m-%d')
+    elif date.lower() == 'tomorrow':
+        tomorrow = today + timedelta(days=1)
+        date = tomorrow.strftime('%Y-%m-%d')
+    else:
+        try:
+            # Try to parse the provided date string
+            parsed_date = datetime.strptime(date, '%Y-%m-%d')
+            date = parsed_date.strftime('%Y-%m-%d')
+        except ValueError:
+            return "❌ Invalid date format. Please use 'today', 'tomorrow', or format 'YYYY-MM-DD'"
+
+    # Define the start and end time for the day
+    start_time = f"{date}T10:00:00+05:30"  # Start at 10 AM
+    end_time = f"{date}T19:00:00+05:30"    # End at 7 PM
+    service = get_service()
+    
+    # Check if the date is valid (weekday, and within 10 AM to 7 PM)
+    valid, message = is_valid_booking_time(start_time)
+    if not valid:
+        formatted_output = "❌ **Invalid Date Selection**\n\n"
+        formatted_output += f"{message}\n"
+        formatted_output += "\nAppointments can only be scheduled:\n"
+        formatted_output += "📅 Monday to Friday\n"
+        formatted_output += "🕒 Between 10 AM and 7 PM\n"
+        formatted_output += "📆 Within the next 7 days"
+        return formatted_output
+
+    # For today's date, filter out past hours
+    current_time = None
+    if date == today.strftime('%Y-%m-%d'):
+        current_time = today
+        if current_time.hour >= 19:  # If it's past 7 PM
+            return "❌ No more slots available for today. Please check tomorrow's availability."
+
+    # Query for events between start and end time
+    events_result = service.events().list(
+        calendarId='primary',
+        timeMin=start_time,
+        timeMax=end_time,
+        singleEvents=True,
+        orderBy='startTime'
+    ).execute()
+
+    events = events_result.get('items', [])
+
+    # Define the working hours with timezone
+    work_start = datetime.fromisoformat(f"{date}T10:00:00+05:30").replace(tzinfo=ist_tz)
+    if current_time and current_time.hour >= 10:
+        # If it's today and after 10 AM, start from the next hour
+        work_start = current_time.replace(minute=0, second=0, microsecond=0) + timedelta(hours=1)
+    work_end = datetime.fromisoformat(f"{date}T19:00:00+05:30").replace(tzinfo=ist_tz)
+    
+    available_slots = []
+    current_slot = work_start
+
+    # Add all available slots
+    while current_slot + timedelta(hours=1) <= work_end:
+        slot_end = current_slot + timedelta(hours=1)
+        is_available = True
+
+        # Check if slot conflicts with any existing event
+        for event in events:
+            event_start = datetime.fromisoformat(event['start']['dateTime'])
+            event_end = datetime.fromisoformat(event['end']['dateTime'])
+            
+            if (current_slot < event_end and slot_end > event_start):
+                is_available = False
+                break
+
+        if is_available:
+            available_slots.append((current_slot, slot_end))
+        current_slot += timedelta(hours=1)
+
+    # Return available slots in a properly formatted string
+    if available_slots:
+        formatted_output = f"📅 **Available Slots for {date}:**\n\n"
+        for slot in available_slots:
+            start_time = slot[0].strftime('%I:%M %p')
+            end_time = slot[1].strftime('%I:%M %p')
+            formatted_output += f"🕒 {start_time} - {end_time}\n"
+        
+        formatted_output += "\n✨ Each slot is for a 1-hour appointment."
+        formatted_output += "\n\n💡 To book an appointment, please specify your preferred time slot."
+        
+        return formatted_output
+    else:
+        return "😔 I'm sorry, but there are no available slots for the requested date. Would you like to check another date?"# def check_slots(date):
+#     """
+#     This function is to check available slot for a given date, excluding times when events are booked.
+#     It only returns valid slots that fall on weekdays (Mon-Fri) between 10 AM to 7 PM.
+
+#     Args:
+#         date (str): The date for which to check availability (e.g., '2024-09-17').
+
+#     Returns:
+#         str: Formatted string of available 1-hour slots or a message if no slots are available.
+#     """
+#     logging.debug("Entered into check-slots tool")
+#     # Define the start and end time for the day
+#     start_time = f"{date}T10:00:00+05:30"  # Start at 10 AM
+#     end_time = f"{date}T19:00:00+05:30"    # End at 7 PM
+#     service = get_service()
+    
+#     # Check if the date is valid (weekday, and within 10 AM to 7 PM)
+#     valid, message = is_valid_booking_time(start_time)
+#     if not valid:
+#         return message
+
+#     # Query for events between start and end time
+#     events_result = service.events().list(
+#         calendarId='primary',
+#         timeMin=start_time,
+#         timeMax=end_time,
+#         singleEvents=True,
+#         orderBy='startTime'
+#     ).execute()
+
+#     events = events_result.get('items', [])
+
+#     # Define the working hours (10 AM to 7 PM)
+#     work_start = datetime.fromisoformat(f"{date}T10:00:00+05:30")
+#     work_end = datetime.fromisoformat(f"{date}T19:00:00+05:30")
+#     available_slots = []
+
+#     # Add all the slots starting from work_start until work_end
+#     current_time = work_start
+
+#     for event in events:
+#         event_start = datetime.fromisoformat(event['start']['dateTime'])
+#         event_end = datetime.fromisoformat(event['end']['dateTime'])
+
+#         # Find all available 1-hour slots between current_time and the event start
+#         while current_time + timedelta(hours=1) <= event_start:
+#             slot_start = current_time
+#             slot_end = current_time + timedelta(hours=1)
+            
+#             # Ensure the slot is a valid booking time
+#             valid, message = is_valid_booking_time(slot_start.isoformat())
+#             if valid:
+#                 available_slots.append((slot_start, slot_end))
+#             current_time += timedelta(hours=1)
+
+#         # Move current_time to the end of the event
+#         current_time = max(current_time, event_end)
+
+#     # Add slots from the last event to the end of the working day
+#     while current_time + timedelta(hours=1) <= work_end:
+#         slot_start = current_time
+#         slot_end = current_time + timedelta(hours=1)
+        
+#         # Ensure the slot is a valid booking time
+#         valid, message = is_valid_booking_time(slot_start.isoformat())
+#         if valid:
+#             available_slots.append((slot_start, slot_end))
+#         current_time += timedelta(hours=1)
+
+#     # Return available slots in a properly formatted string
+#     if available_slots:
+#         formatted_output = f"📅 **Available Slots for {date}:\n**\n\n"
+#         for slot in available_slots:
+#             start_time = slot[0].strftime('%I:%M %p')
+#             end_time = slot[1].strftime('%I:%M %p')
+#             formatted_output += f"\n🕒 {start_time} - {end_time}\n"
+        
+#         formatted_output += "\n✨ Each slot is for a 1-hour appointment."
+#         formatted_output += "\n\n💡 To book an appointment, please specify your preferred time slot."
+        
+#         return formatted_output
+#     else:
+#         return "😔 I'm sorry, but there are no available slots for the requested date. Would you like to check another date?"
+    
+
+def check_slot_availability(start_time, end_time):
+    # Define the Asia/Kolkata timezone
+    kolkata_tz = pytz.timezone('Asia/Kolkata')
+    
+    # Parse and localize the start_time and end_time into Asia/Kolkata timezone
+    start_time_dt = datetime.strptime(start_time, "%Y-%m-%dT%H:%M:%S%z")
+    end_time_dt = datetime.strptime(end_time, "%Y-%m-%dT%H:%M:%S%z")
+    
+    # Ensure the times are correctly converted to ISO format without adding "Z"
+    time_min = start_time_dt.isoformat()  # Already includes the timezone info
+    time_max = end_time_dt.isoformat()  # Already includes the timezone info
+    service=get_service()
+    # Fetch events within the given time range in Asia/Kolkata timezone
+    events_result = service.events().list(
+        calendarId="primary",
+        timeMin=time_min,
+        timeMax=time_max,
+        singleEvents=True,
+        orderBy="startTime"
+    ).execute()
+    
+    events = events_result.get("items", [])
+    return len(events) == 0  # Returns True if the slot is free
+
+def find_event_by_time(start_time):
+    """
+    Finds an event by its start time in the user's Google Calendar.
+    
+    Args:
+        start_time (str): The start time of the event in ISO format (e.g., '2024-09-17T14:30:00+05:30').
+
+    Returns:
+        dict or None: The event details if found, otherwise None.
+    """
+    try:
+        print(f"Searching for event starting at {start_time}")
+        service=get_service()
+        # Calculate the end time (assuming 1-hour event window)
+        start_time_dt = datetime.fromisoformat(start_time)
+        end_time_dt = start_time_dt + timedelta(hours=1)
+        end_time = end_time_dt.isoformat()
+        
+        # Query Google Calendar API for events in this time window
+        events_result = service.events().list(
+            calendarId="primary",
+            timeMin=start_time,
+            timeMax=end_time,
+            singleEvents=True,
+            orderBy="startTime",
+        ).execute()
+
+        events = events_result.get("items", [])
+        print(f"Events found: {events}")
+
+        # Return the first event that matches the time exactly
+        for event in events:
+            event_start = event['start'].get('dateTime')
+            if event_start == start_time:
+                print(f"Matching event found: {event['summary']} at {event_start}")
+                return event
+        
+        print(f"No event found starting at {start_time}")
+        return None
+
+    except HttpError as error:
+        print(f"An error occurred: {error}")
+        return None
+    except Exception as e:
+        print(f"Unexpected error: {e}")
+        return None
+
+    
+
+
+@tool("list_event", args_schema=listevent, return_direct=True)
+def list_upcoming_events(target_date):
+    """
+    Lists the upcoming events on the user's calendar for a specific date.
+
+    Args:
+    target_date (str): The date to filter events on, in 'YYYY-MM-DD' format.
+
+    Returns:
+    string: Summary of the events
+    """
+    service=get_service()
+    logging.debug("Entered into list events tools")
+    # Parse the target date to create timeMin and timeMax bounds
+     # Convert the target date string to a datetime object
+    target_date_obj = datetime.strptime(target_date, "%Y-%m-%d")
+
+    # Set timeMin to the beginning of the day and timeMax to the end of the day
+    time_min = target_date_obj.isoformat() + "Z"  # Beginning of the day in UTC
+    time_max = (target_date_obj + timedelta(days=1)).isoformat() + "Z"  # End of the day in UTC
+
+    print(f"Getting events for {target_date}")
+
+    try:
+        events_result = (
+            service.events()
+            .list(
+                calendarId="primary",
+                timeMin=time_min,
+                timeMax=time_max,
+                singleEvents=True,
+                orderBy="startTime",
+            )
+            .execute()
+        )
+        events = events_result.get("items", [])
+        
+        if not events:
+            print(f"No events found for {target_date}.")
+        else:
+            for event in events:
+                start = event["start"].get("dateTime", event["start"].get("date"))
+                result=start, event["summary"]
+                return result
+    except HttpError as error:
+        print(f"An error occurred: {error}")
+
+@tool("book-slot-tool", args_schema=bookSlot, return_direct=True)
+def book_slot(start_time, end_time, summary):
+    """
+    This functions is to boos a appointment/slot for user by creating an event on the calendar.
+    
+    Args:
+        start_time (str): The start time of the slot (e.g., '2024-09-16T14:00:00+05:30').
+        end_time (str): The end time of the slot (e.g., '2024-09-16T15:00:00+05:30').
+        summary (str): Summary or title of the event.
+    
+    Returns:
+        str: Confirmation message if the event is created or an error message if booking fails.
+    """
+    service = get_service()
+    logging.debug("Entered into book slot tools")
+    is_valid, error_message = is_valid_booking_time(start_time)
+    
+    if not is_valid:
+        # Return the error message with proper formatting
+        formatted_output = "❌ **Invalid Booking Time**\n\n"
+        formatted_output += f"{error_message}\n"
+        formatted_output += "\nAppointments can only be scheduled:\n"
+        formatted_output += "📅 Monday to Friday\n"
+        formatted_output += "🕒 Between 10 AM and 7 PM\n"
+        formatted_output += "📆 Within the next 7 days\n"
+        return formatted_output
+    if not check_slot_availability(start_time, end_time):
+        formatted_output = "❌ **Slot Unavailable**\n\n"
+        formatted_output += "\nThe requested slot is not available.\n"
+        formatted_output += "\nPlease choose another time."
+        return formatted_output
+
+    # Create the event object
+    event = {
+        'summary': summary,
+        'start': {
+            'dateTime': start_time,  # ISO 8601 format
+            'timeZone': 'Asia/Kolkata',  # Use appropriate timezone
+        },
+        'end': {
+            'dateTime': end_time,
+            'timeZone': 'Asia/Kolkata',
+        },
+    }
+
+    try:
+        # Insert the event into the primary calendar
+        event_result = service.events().insert(calendarId='primary', body=event).execute()
+        formatted_output = "✅ **Event Created Successfully!**\n\n"
+        formatted_output += f"\n📌 **Summary:** {summary}\n"
+        formatted_output += f"\n🕒 **Start Time:** {start_time}\n"
+        formatted_output += f"\n🕒 **End Time:** {end_time}\n\n"
+        formatted_output += "\n📅 The event has been added to your primary calendar."
+        return formatted_output
+    except HttpError as error:
+        return f"❌ **An error occurred:** {error}\n\nPlease try again or contact support if the issue persists."
+
+@tool("delete-slot-tool", args_schema=deleteSlot, return_direct=True)
+def delete_event(start_time):
+    """
+    Deletes an event by start time on the user's calendar.
+    
+    Args:
+        start_time (str): The start time of the event (e.g., '2024-09-20T15:30:00+05:30').
+    
+    Returns:
+        str: Confirmation message if the event is deleted.
+    """
+    service = get_service()
+    logging.debug("Entered into delete events tools")
+    event = find_event_by_time(start_time)
+    
+    if event:
+        try:
+            service.events().delete(calendarId='primary', eventId=event['id']).execute()
+            formatted_output = "\n🗑️ **Event Deleted Successfully!**\n\n"
+            formatted_output += f"\n📌 **Summary:** {event['summary']}\n"
+            formatted_output += f"\n🕒 **Start Time:** {event['start']['dateTime']}\n\n"
+            formatted_output += "\nThe event has been removed from your primary calendar."
+            return formatted_output
+        except HttpError as error:
+            return f"❌ **An error occurred:** {error}\n\nPlease try again or contact support if the issue persists."
+    else:
+        formatted_output = "❓ **No Event Found**\n\n"
+        formatted_output += f"🕒 **\nRequested Start Time:** {start_time}\n\n"
+        formatted_output += "\nNo event was found for the specified time. Please check the time and try again."
+        return formatted_output
+
+
+@tool("reschedule-event-tool", args_schema=reschedule_event, return_direct=True)
+def reschedule_event(start_time, new_start_time, new_end_time):
+    """
+    Reschedules an existing event by providing new start and end times.
+    
+    Args:
+        start_time (str): The start time of the existing event (e.g., '2024-09-18T14:00:00+05:30').
+        new_start_time (str): The new start time of the event (e.g., '2024-09-18T12:00:00+05:30').
+        new_end_time (str): The new end time of the event (e.g., '2024-09-18T14:00:00+05:30').
+    
+    Returns:
+        str: Confirmation message if the event is rescheduled or an error message if rescheduling fails.
+    """
+    service = get_service()
+    logging.debug("Entered into reshedule events tools")
+    if not is_valid_booking_time(start_time):
+        formatted_output = "❌ **Invalid Booking Time**\n\n"
+        formatted_output += "\nAppointments can only be scheduled:\n"
+        formatted_output += "\n📅 Monday to Friday\n"
+        formatted_output += "\n🕒 Between 10 AM and 7 PM\n"
+        formatted_output += "\n📆 Within the next 7 days\n"
+        return formatted_output
+
+    if not check_slot_availability(new_start_time, new_end_time):
+        formatted_output = "❌ **Slot Unavailable**\n\n"
+        formatted_output += "\nThe requested slot is not available.\n"
+        formatted_output += "\nPlease choose another time."
+        return formatted_output
+
+    try:
+        event = find_event_by_time(start_time)
+        
+        if not event:
+            formatted_output = "❓ **No Event Found**\n\n"
+            formatted_output += f"\n🕒 **Requested Start Time:** {start_time}\n\n"
+            formatted_output += "\nNo event was found for the specified time. Please check the time and try again."
+            return formatted_output
+        
+        event['start']['dateTime'] = new_start_time
+        event['end']['dateTime'] = new_end_time
+        
+        updated_event = service.events().update(calendarId='primary', eventId=event['id'], body=event).execute()
+        
+        formatted_output = "✅ **Event Rescheduled Successfully!**\n\n"
+        formatted_output += f"\n🔄 **Original Start Time:** {start_time}\n"
+        formatted_output += f"\n🆕 **New Start Time:** {new_start_time}\n"
+        formatted_output += f"\n🆕 **New End Time:** {new_end_time}\n\n"
+        formatted_output += "\nYour appointment has been updated in the calendar."
+        return formatted_output
+
+    except HttpError as error:
+        return f"❌ **An error occurred:** {error}\n\nPlease try again or contact support if the issue persists."