# Chatbot Platform Boilerplate

## Overview
Conversational AI, natural language processing, multi-channel messaging, customer support automation

## Tech Stack
- **Backend**: Node.js, Python, FastAPI
- **Frontend**: React, Socket.io
- **Database**: MongoDB, PostgreSQL
- **NLP**: OpenAI GPT, Dialogflow, Rasa
- **Messaging**: Twilio, Slack API, Discord
- **Analytics**: Mixpanel, Google Analytics

## Specialized Agents
- `conversation-designer` - Dialog flow and conversation logic
- `nlp-integration-engineer` - Natural language processing setup
- `multi-channel-coordinator` - Cross-platform messaging integration
- `chatbot-analytics-specialist` - Conversation analytics and optimization

## Key Features
- Multi-channel messaging support
- Natural language understanding
- Intent recognition and entity extraction
- Conversation flow management
- Integration with external APIs
- Analytics and conversation insights

## Integration Channels
- Website chat widget
- Slack, Discord, Teams
- WhatsApp, Telegram
- Facebook Messenger
- Voice assistants (Alexa, Google)

## Architecture Patterns
- Intent-based dialog management
- NLU pipeline processing
- Multi-channel message routing
- Context-aware conversation handling

## Implementation Requirements
- Real-time message processing
- Multi-language support
- Context persistence across conversations
- Integration with CRM/helpdesk systems
- Analytics and performance monitoring
- Scalable conversation handling