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Update app.py
Browse files
app.py
CHANGED
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@@ -1,3 +1,6 @@
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from composio_llamaindex import ComposioToolSet, App, Action
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from llama_index.core.agent import FunctionCallingAgentWorker
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from llama_index.core.llms import ChatMessage
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@@ -5,195 +8,216 @@ from llama_index.llms.openai import OpenAI
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from dotenv import load_dotenv
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import gradio as gr
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import os
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import
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import
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# Load environment variables
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load_dotenv()
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class
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def __init__(self):
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self.toolset = ComposioToolSet(api_key=os.getenv('COMPOSIO_API_KEY'))
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self.llm = OpenAI(model="gpt-4", api_key=os.getenv('OPENAI_API_KEY'))
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self.connections = {}
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def initiate_connection(self, entity_id, redirect_url=None):
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"""Initialize connection using entity_id (username)"""
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if redirect_url is None:
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redirect_url = "https://yourwebsite.com/connection/success"
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try:
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connection_request = self.toolset.initiate_connection(
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entity_id=entity_id,
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app=App.GOOGLECALENDAR
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)
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# Store connection info
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self.connections[entity_id] = {
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'status':
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'redirect_url': connection_request.redirectUrl
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}
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# Wait for random time between 60-100 seconds
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wait_time = random.randint(60, 100)
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# Return redirect URL and wait time immediately
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initial_response = {
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'status': 'initiated',
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'redirect_url': connection_request.redirectUrl,
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'
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'message': f'Please click the link below to authenticate. Waiting {wait_time} seconds for completion...'
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}
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}
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except Exception as e:
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return
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}
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def check_connection_status(self, entity_id):
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"""Check the connection status using entity_id"""
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if entity_id in self.connections:
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wait_time = random.randint(60, 100)
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return {
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'status': self.connections[entity_id]['status'],
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'wait_time': wait_time,
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'message': f'Status checked after {wait_time} seconds'
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}
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return {
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'status': 'not_found',
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'message': 'No connection found for this entity ID'
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}
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def generate_wrapped(self, entity_id):
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"""Generate Calendar Wrapped summary using entity_id"""
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if entity_id not in self.connections:
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return "Please authenticate first by initiating a connection."
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if self.connections[entity_id]['status'] != 'active':
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return "Connection not active. Please complete the authentication process."
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tools = self.toolset.get_tools(actions=[Action.GOOGLECALENDAR_GET_CALENDAR,
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Action.GOOGLECALENDAR_FIND_EVENT,
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Action.GOOGLECALENDAR_GET_CURRENT_DATE_TIME,
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Action.GOOGLECALENDAR_LIST_CALENDARS
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])
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prefix_messages = [
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ChatMessage(
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role="system",
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content="""
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Use the Get calendar action, find event action from jan 1 to current datetime. Based on the results from these two actions create a Google Calendar Wrapped for the user.
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I want the following things: 1. No. of meetings this year, 2. Overall time spent throughout meetings 3. Busiest month 4. Busiest Day 5. Most meetings held with person
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2 more details that you choose.
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Be funny and creative and roast with the inferences drawn from the outputs. Also assign a greek god to the player at the end based on the meetings
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"""
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)
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]
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agent = FunctionCallingAgentWorker(
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tools=tools,
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llm=self.llm,
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prefix_messages=prefix_messages,
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max_function_calls=10,
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allow_parallel_tool_calls=False,
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verbose=True
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).as_agent()
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try:
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response = agent.chat(f"Create a Calendar Wrapped summary for user with entity_id: {entity_id}. Find actual data about the user using Google Calendar Actions at your disposal and then generate the wrapped.")
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return response
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except Exception as e:
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return f"Error generating wrapped: {str(e)}"
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def create_gradio_api():
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api = CalendarWrappedAPI()
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def handle_connection(entity_id, redirect_url):
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result = api.initiate_connection(entity_id, redirect_url)
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return (
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result['message'],
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result['redirect_url'],
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result.get('status', 'unknown')
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)
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def check_status(entity_id):
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result = api.check_connection_status(entity_id)
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return f"Status: {result['status']}\n{result['message']}"
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def
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""")
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with gr.Tab("Connection"):
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entity_id_input = gr.Textbox(
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label="Entity ID (Username)",
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placeholder="Enter your username as entity ID"
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)
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redirect_url_input = gr.Textbox(
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label="Redirect URL",
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placeholder="https://yourwebsite.com/connection/success"
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)
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connect_btn = gr.Button("Initialize Connection")
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#
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connection_status = gr.Textbox(label="Connection Status", interactive=False)
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)
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generate_btn = gr.Button("Generate Wrapped")
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wrapped_output = gr.Textbox(label="Wrapped Summary", lines=10)
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return
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if __name__ == "__main__":
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from dataclasses import dataclass
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from enum import Enum
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from typing import Optional, Dict, Any
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from composio_llamaindex import ComposioToolSet, App, Action
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from llama_index.core.agent import FunctionCallingAgentWorker
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from llama_index.core.llms import ChatMessage
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from dotenv import load_dotenv
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import gradio as gr
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import os
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import json
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from datetime import datetime
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# Load environment variables
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load_dotenv()
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class ConnectionStatus(Enum):
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PENDING = "pending"
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ACTIVE = "active"
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FAILED = "failed"
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NOT_FOUND = "not_found"
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@dataclass
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class APIResponse:
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success: bool
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data: Optional[Dict[str, Any]] = None
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error: Optional[str] = None
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def to_json(self) -> str:
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return json.dumps({
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"success": self.success,
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"data": self.data,
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"error": self.error
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})
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class CalendarService:
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def __init__(self):
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self.toolset = ComposioToolSet(api_key=os.getenv('COMPOSIO_API_KEY'))
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self.llm = OpenAI(model="gpt-4", api_key=os.getenv('OPENAI_API_KEY'))
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self.connections: Dict[str, Dict[str, Any]] = {}
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def initiate_connection(self, entity_id: str, redirect_url: Optional[str] = None) -> APIResponse:
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try:
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if not redirect_url:
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redirect_url = "https://yourwebsite.com/connection/success"
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connection_request = self.toolset.initiate_connection(
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entity_id=entity_id,
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app=App.GOOGLECALENDAR
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)
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self.connections[entity_id] = {
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'status': ConnectionStatus.PENDING.value,
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'redirect_url': connection_request.redirectUrl,
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'created_at': datetime.now().isoformat()
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}
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return APIResponse(
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success=True,
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data={
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'status': ConnectionStatus.PENDING.value,
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'redirect_url': connection_request.redirectUrl,
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'wait_time': 60,
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'message': "Please authenticate using the provided link."
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}
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)
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except Exception as e:
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return APIResponse(
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success=False,
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error=f"Failed to initiate connection: {str(e)}"
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def check_status(self, entity_id: str) -> APIResponse:
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try:
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if entity_id not in self.connections:
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return APIResponse(
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success=False,
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error="No connection found for this entity ID"
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)
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# In a real implementation, you would check the actual status
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# For now, we'll simulate the status check
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connection = self.connections[entity_id]
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return APIResponse(
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success=True,
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data={
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'status': connection['status'],
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'message': f"Connection status: {connection['status']}"
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}
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)
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except Exception as e:
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return APIResponse(
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success=False,
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error=f"Failed to check status: {str(e)}"
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)
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def generate_wrapped(self, entity_id: str) -> APIResponse:
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try:
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if entity_id not in self.connections:
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return APIResponse(
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success=False,
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error="Please authenticate first by initiating a connection."
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)
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if self.connections[entity_id]['status'] != ConnectionStatus.ACTIVE.value:
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return APIResponse(
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success=False,
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error="Connection not active. Please complete the authentication process."
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)
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tools = self.toolset.get_tools([
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Action.GOOGLECALENDAR_GET_CALENDAR,
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Action.GOOGLECALENDAR_FIND_EVENT,
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Action.GOOGLECALENDAR_GET_CURRENT_DATE_TIME,
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Action.GOOGLECALENDAR_LIST_CALENDARS
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])
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agent = FunctionCallingAgentWorker(
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tools=tools,
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llm=self.llm,
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prefix_messages=[
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ChatMessage(
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role="system",
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content="""
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Generate a creative Google Calendar Wrapped summary including:
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1. Total meetings this year
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2. Overall time spent in meetings
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3. Busiest month
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4. Busiest day
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5. Most frequent meeting participant
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6. Average meeting duration
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7. Most common meeting time
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Be entertaining and witty with the analysis. Conclude by assigning
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a Greek god persona based on their meeting patterns.
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"""
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)
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],
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max_function_calls=10,
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| 143 |
+
allow_parallel_tool_calls=False,
|
| 144 |
+
verbose=True
|
| 145 |
+
).as_agent()
|
| 146 |
+
|
| 147 |
+
response = agent.chat(
|
| 148 |
+
f"Create a Calendar Wrapped summary for user with entity_id: {entity_id}. "
|
| 149 |
+
"Use the available Google Calendar actions to gather real data about the user's calendar usage."
|
| 150 |
)
|
| 151 |
|
| 152 |
+
return APIResponse(
|
| 153 |
+
success=True,
|
| 154 |
+
data={
|
| 155 |
+
'wrapped_summary': str(response)
|
| 156 |
+
}
|
| 157 |
)
|
|
|
|
|
|
|
| 158 |
|
| 159 |
+
except Exception as e:
|
| 160 |
+
return APIResponse(
|
| 161 |
+
success=False,
|
| 162 |
+
error=f"Failed to generate wrapped: {str(e)}"
|
| 163 |
)
|
| 164 |
+
|
| 165 |
+
def create_gradio_api():
|
| 166 |
+
service = CalendarService()
|
| 167 |
+
|
| 168 |
+
def handle_connection(entity_id: str, redirect_url: Optional[str] = None) -> str:
|
| 169 |
+
response = service.initiate_connection(entity_id, redirect_url)
|
| 170 |
+
return response.to_json()
|
| 171 |
+
|
| 172 |
+
def check_status(entity_id: str) -> str:
|
| 173 |
+
response = service.check_status(entity_id)
|
| 174 |
+
return response.to_json()
|
| 175 |
+
|
| 176 |
+
def generate_wrapped(entity_id: str) -> str:
|
| 177 |
+
response = service.generate_wrapped(entity_id)
|
| 178 |
+
return response.to_json()
|
| 179 |
+
|
| 180 |
+
# Create API endpoints
|
| 181 |
+
connection_api = gr.Interface(
|
| 182 |
+
fn=handle_connection,
|
| 183 |
+
inputs=[
|
| 184 |
+
gr.Textbox(label="Entity ID"),
|
| 185 |
+
gr.Textbox(label="Redirect URL", placeholder="https://yourwebsite.com/connection/success")
|
| 186 |
+
],
|
| 187 |
+
outputs=gr.JSON(),
|
| 188 |
+
title="Initialize Calendar Connection",
|
| 189 |
+
description="Start a new calendar connection for an entity",
|
| 190 |
+
examples=[["user123", "https://example.com/callback"]]
|
| 191 |
+
)
|
| 192 |
+
|
| 193 |
+
status_api = gr.Interface(
|
| 194 |
+
fn=check_status,
|
| 195 |
+
inputs=gr.Textbox(label="Entity ID"),
|
| 196 |
+
outputs=gr.JSON(),
|
| 197 |
+
title="Check Connection Status",
|
| 198 |
+
description="Check the status of an existing connection",
|
| 199 |
+
examples=[["user123"]]
|
| 200 |
+
)
|
| 201 |
+
|
| 202 |
+
wrapped_api = gr.Interface(
|
| 203 |
+
fn=generate_wrapped,
|
| 204 |
+
inputs=gr.Textbox(label="Entity ID"),
|
| 205 |
+
outputs=gr.JSON(),
|
| 206 |
+
title="Generate Calendar Wrapped",
|
| 207 |
+
description="Generate a calendar wrapped summary for an entity",
|
| 208 |
+
examples=[["user123"]]
|
| 209 |
+
)
|
| 210 |
+
|
| 211 |
+
# Combine all interfaces
|
| 212 |
+
api = gr.TabbedInterface(
|
| 213 |
+
[connection_api, status_api, wrapped_api],
|
| 214 |
+
["Connect", "Check Status", "Generate Wrapped"],
|
| 215 |
+
title="Calendar Wrapped API",
|
| 216 |
+
description="API endpoints for Calendar Wrapped functionality"
|
| 217 |
+
)
|
| 218 |
|
| 219 |
+
return api
|
| 220 |
|
| 221 |
if __name__ == "__main__":
|
| 222 |
+
api = create_gradio_api()
|
| 223 |
+
api.launch(server_name="0.0.0.0", server_port=7860)
|