Category
AI/ML

About Lead Portal

Lead Portal is an intelligent, chat-driven calendar management solution that enables users to create, update, delete, and manage calendar events directly from Telegram and Discord using text or voice commands. The system eliminates the need to switch between messaging platforms and traditional calendar tools by offering a seamless conversational interface for scheduling and event management. Powered by n8n workflow automation, LLM-based natural language understanding, and real-time calendar API integrations, the chatbot interprets user intent, validates schedules, detects conflicts, and executes calendar actions instantly. With built-in voice support, multi-user handling, and automated confirmations, delivers a fast, intuitive, and scalable way to manage calendars across personal chats, group channels, and servers.

LeadPortal_FeatureImage
LeadPortal_FlowArchitectureDiagram

Solution Highlights

Conversational Calendar Operations

  • Enables event create, update, delete, and query via chat commands.
  • Works seamlessly on Telegram and Discord.

Text & Voice Processing Engine

  • Converts voice inputs to text for processing.
  • Delivers responses as text or speech.

LLM-Based Intent & Entity Extraction

  • Detects user intent using LLMs.
  • Extracts event details like date, time, and title.

Conflict Detection & Validation Layer

  • Identifies overlapping events.
  • Validates dates and user permissions.

Multi-User & Multi-Server Support

  • Maintains user and server context.
  • Handles concurrent interactions.

n8n Workflow Orchestration

  • Manages event-driven automation flows.
  • Supports parallel task execution.

Calendar API Integration

  • Syncs events with Google and Outlook calendars.
  • Ensures real-time updates.

Automated Confirmations & Alerts

  • Sends instant action confirmations.
  • Supports text and voice notifications.

Key Features

Messaging Interface

  • Receives text and voice commands from Telegram and Discord.
  • Manages user and channel context.

Voice Processing

  • Handles speech-to-text conversion.
  • Generates voice-based responses.

Intent & NLP Processing

  • Identifies user intent using LLMs.
  • Extracts calendar entities.

Workflow Orchestration (n8n)

  • Routes requests through automation flows.
  • Coordinates API calls and logic execution.

Calendar Management

  • Performs event CRUD operations.
  • Syncs with external calendar systems.

Conflict & Validation

  • Detects scheduling conflicts.
  • Validates event data and permissions.

Notification & Response

  • Formats user confirmations.
  • Sends text or voice replies.

Session & Context Management

  • Maintains user and server sessions.
  • Ensures personalized interactions.

Results achieved

  • Streamlines calendar management by enabling text and voice-based scheduling from chat platforms.
  • Reduces manual errors and avoids event conflicts through automated validation and conflict detection.
  • Enhances productivity by allowing multi-user, multi-server event handling without switching apps.
  • Provides instant confirmations and notifications, improving user engagement and trust.
  • Integrates seamlessly with Google Calendar and Outlook, ensuring consistent and real-time updates.
  • Supports scalable operations, enabling efficient scheduling for teams, communities, and organizations.

AUTOMATION TESTING TOOLS

Pytest

Pytest

FastAPI

FastAPI

Apache JMeter

Apache JMeter

Allure Reports

Allure Reports

Jira

Jira

GitHub Actions

GitHub Actions

Google Compute Engine

Google Compute Engine

Project Screenshots

LeadPortal_Dashboard

Technologies used

FastAPI

FastAPI

n8n

n8n

Llama 3

Llama 3

OAuth 2.0

OAuth 2.0

Google Calendar API Integration

Google Calendar API Integration

Google STT & TTS API

Google STT & TTS API

Telegram Bot API Integration

Telegram Bot API Integration

Discord Bot API Integration

Discord Bot API Integration

MAP_New

Global Footprints

Served clients across the globe from38+ countries

iFlair Web Technologies
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