🤖 AI Crypto Predictor — Intelligence-Driven Trading Assistant

AI Crypto Predictor & Trading Assistant is a high-intelligence automation architecture built on n8n. It serves as a professional-grade analyst by synthesizing real-time technical price data with deep fundamental news sentiment. Using a dual-model AI approach (OpenAI + Google Gemini), it generates multi-timeframe trading strategies that include precise entries, stop-losses, and deep logic rationales.

This project represents the cutting edge of AI agents in FinTech, demonstrating how LLMs can be used to process heterogeneous data streams into institutional-quality investment signals.

🛠️ Technology Stack

✨ Features at a Glance

🧠 Dual-Model Signal Synthesis

• Sentimental Analysis (OpenAI): Automatically scrapes the latest Bitcoin news from CoinDesk and uses GPT-4o to generate “Short-term” vs “Long-term” sentiment scores.
• Technical Strategy (Gemini): Ingests raw OHLCV market data (5m, 15m, 1h) and uses Gemini 1.5 Pro to evaluate RSI, MACD, and Volume profiles.
• Unified Agent Logic: A central LangChain agent acts as the “Lead Trader,” merging the technical and fundamental reports into a single, cohesive thesis.

📊 Real-Time Data Aggregation

• Exchange Integration: Directly fetches live order book and candlestick data from Delta Exchange APIs.
• Automated News Ingestion: Sets up a polling mechanism to ensure the AI is always aware of the latest macro catalysts (ETF flows, regulatory news, etc.).

📱 Professional Signal Delivery

• Institutional Reports: Dispatches signal messages via Telegram that include:
  • The “Play”: Buy/Sell/Long/Short recommendation.
  • Risk Params: Precise Entry, Stop-Loss, and Take-Profit (Levels 1-3).
  • The “Why”: A 3-point breakdown covering Price Action, Indicators, and Sentiment.
• Mobile-First UX: Uses Telegram’s MarkdownV2 for beautiful formatting and readability on the go.

📁 Intelligent Pipeline (n8n)

ai-predictor-logic/
├── Trigger Node         # Scheduled or On-Demand activation
├── Market Data Hook     # Fetches price action (Technical)
├── News Scraper Node    # Fetches global catalysts (Fundamental)
├── OpenAI Sentiment     # Processes News into Sentiment Scores
├── Gemini Analyst       # Processes Technicals + Sentiment
└── Telegram Dispatcher  # Formatted HTML/Markdown signal delivery

🚀 Installation & Setup

1. Prerequisites

• n8n Instance (Hosted or Cloud)
• Google AI Studio Key (Gemini)
• OpenAI API Key
• RapidAPI / Exchange API Keys

2. Workflow Import

1. Download the ai-predictor.json from this repository.
2. In n8n, navigate to “Workflows” -> “Import from File”.
3. Select the JSON and import the full agent structure.

3. Connection Config

1. Gemini Node: Add your credentials for the Google Generative AI integration.
2. OpenAI Node: Add your OpenAI API key for the LangChain sub-agent.
3. HTTP Nodes: Update the Authorization headers with your specific data provider keys.

4. Customization

• Modify the System Prompt in the Gemini node to reflect your specific trading style (e.g., “Be conservative,” “Focus on scalping”).

📄 License

Distributed under the MIT License.

Designed & Developed by Aditya (aka aditya-2129)