Pinecone Trading Alerts - Advanced Trading Signal System

A comprehensive, production-ready system for receiving real-time trading signals from TradingView and Deriv platforms, processing them through intelligent routing, and delivering actionable alerts to Discord and Telegram via dedicated bots.

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Advanced Features

• Real-time Processing: Sub-second alert delivery from signal to notification
• Advanced Pattern Detection: 15+ candlestick patterns with confidence scoring
• Multi-Platform Support: TradingView + Deriv integration
• Dual Bot Architecture: Discord + Telegram with intelligent routing
• AI-Powered Classification: Pattern recognition and signal strength analysis
• AI News Integration: Real-time news sentiment analysis and market consensus
• Smart Consensus Engine: Combines technical signals with news sentiment for enhanced accuracy
• Rich Formatting: Interactive charts, emoji indicators, and color-coded signals
• Enterprise Security: IP whitelisting, signature verification, rate limiting
• Comprehensive Monitoring: Real-time metrics and performance dashboards
• Production-Ready: Docker, Kubernetes, and CI/CD pipeline support

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Advanced Architecture

Data Flow

graph TD
    A[TradingView/Deriv Pine Script] -->|Webhook POST| B[Alert Gateway API]
    A2[Pinecone Script Engine] -->|Enhanced JSON| B
    B --> C{Alert Router}
    C -->|Pattern Type| D[Pattern Classifier]
    C -->|Priority| E[Queue Manager]
    D --> F[Candle Pattern Handler]
    D --> G[Indicator Handler]
    D --> H[Custom Strategy Handler]
    D --> AI[AI News Analyzer]
    AI -->|News Sentiment| D2[Consensus Calculator]
    AI -->|Market Impact| D3[Impact Assessment]
    D2 --> E
    D3 --> E
    E --> I[Discord Bot Service]
    E --> J[Telegram Bot Service]
    E --> K[Multi-Channel Router]
    I --> L[Discord Channels]
    J --> M[Telegram Groups]
    K --> N[Cross-Platform Broadcast]

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Comprehensive Project Structure

pinecone-trading-alerts/
├── 📁 pinecone_scripts/
│   ├── 📁 tradingview/
│   │   ├── 📁 candle_patterns/
│   │   │   ├── engulfing_detector.pine
│   │   │   ├── doji_scanner.pine
│   │   │   ├── hammer_identification.pine
│   │   │   ├── shooting_star.pine
│   │   │   └── morning_evening_star.pine
│   │   ├── 📁 indicators/
│   │   │   ├── rsi_divergence.pine
│   │   │   ├── macd_crossover.pine
│   │   │   ├── bollinger_bands.pine
│   │   │   └── volume_spike.pine
│   │   └── 📁 strategies/
│   │       ├── scalping_strategy.pine
│   │       ├── swing_strategy.pine
│   │       └── breakout_strategy.pine
│   ├── 📁 deriv/
│   │   ├── 📁 synthetic_indices/
│   │   │   ├── volatility_alert.pine
│   │   │   └── jump_index.pine
│   │   └── 📁 forex/
│   │       ├── major_pairs.pine
│   │       └── exotic_pairs.pine
│   └── 📁 shared/
│       ├── alert_templates.pine
│       └── webhook_formatter.pine
├── 📁 alert_engine/
│   ├── 📁 core/
│   ├── 📁 routers/
│   ├── 📁 handlers/
│   └── 📁 config/
├── 📁 ai_services/
│   ├── 📁 news_analyzer/
│   ├── 📁 models/
│   ├── 📁 data_sources/
│   └── 📁 cache/
├── 📁 bot_services/
│   ├── 📁 discord/
│   ├── 📁 telegram/
│   └── 📁 shared/
├── 📁 api_gateway/
├── 📁 monitoring/
├── 📁 deployment/
├── 📁 tests/
├── 📁 docs/
└── 📁 scripts/

Comprehensive Setup Guide

Quick Start (Development)

# Clone the repository
git clone https://github.com/your-username/pinecone-trading-alerts.git
cd pinecone-trading-alerts

# Setup development environment
make setup-dev

# Start all services with Docker
make docker-up

# Or run locally
make run-local

Manual Setup

1. Environment Configuration

# Copy environment template
cp .env.example .env

# Edit .env with your credentials
nano .env

2. Required Environment Variables

# Core Configuration
FLASK_ENV=development
SECRET_KEY=your-secret-key-here
REDIS_URL=redis://localhost:6379

# Discord Configuration
DISCORD_BOT_TOKEN=your-discord-bot-token
DISCORD_WEBHOOK_URL=https://discord.com/api/webhooks/YOUR_WEBHOOK_URL
DISCORD_ALERT_CHANNELS=trading-alerts,crypto-signals

# Telegram Configuration
TELEGRAM_BOT_TOKEN=your-telegram-bot-token
TELEGRAM_CHAT_IDS=@your_channel,-1001234567890

# TradingView/Deriv Configuration
TRADINGVIEW_WEBHOOK_SECRET=your-webhook-secret
DERIV_API_KEY=your-deriv-api-key
ALLOWED_IPS=52.89.214.238,34.212.75.30,52.0.0.0/8

# AI News Integration
NEWS_API_KEY=your-news-api-key
ALPHA_VANTAGE_API_KEY=your-alpha-vantage-key
CRYPTOPANIC_API_KEY=your-cryptopanic-key
TWITTER_BEARER_TOKEN=your-twitter-bearer-token
SENTIMENT_CACHE_TTL=300
NEWS_FETCH_TIMEOUT=10
ENABLE_NEWS_ANALYSIS=true

# Rate Limiting
RATE_LIMIT_PER_MINUTE=60
BURST_LIMIT=10
QUEUE_TIMEOUT=30

3. Pine Script Setup

TradingView Setup:

1. Open TradingView → Pine Editor
2. Load scripts from pinecone_scripts/tradingview/
3. Set webhook URL: https://your-server.com/api/v1/webhook/tradingview
4. Configure alert conditions with JSON payload

Deriv Setup:

1. Open Deriv → SmartTrader
2. Load scripts from pinecone_scripts/deriv/
3. Set webhook URL: https://your-server.com/api/v1/webhook/deriv
4. Configure alert conditions

Docker Deployment

# Build and start all services
docker-compose up -d

# View logs
docker-compose logs -f

# Scale services
docker-compose up -d --scale discord_bot=3 --scale telegram_bot=2

Kubernetes Deployment

# Deploy to Kubernetes
kubectl apply -f deployment/kubernetes/

# Check deployment status
kubectl get pods -l app=pinecone-alerts

Security Configuration

• Only accept POST requests from TradingView IPs (optionally validate headers)
• Rate-limit incoming alerts

Future Enhancements

• UI Dashboard to manage and route alerts
• Multiple TradingView account support
• Alert batching & scheduling
• Auto pattern classification using AI

Contributions

Pull requests are welcome. For major changes, open an issue first to discuss.