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Trading-AI

Trading-AI is a trading bot based on bbgo and langchaingo.

Features

  • Writing Trading Strategies Using Natural Language
  • Supports multiple LLMs: Google AI, Open AI, Claude AI and ollama
  • Support for setting take profit and stop loss in the strategy
  • Chat with strategy

Example

  • Moving average strategy
Trading strategy: Moving average strategy.
  • Trend trading Strategies
Trading strategy: Trading on the right side, trailing stop loss 3%, trailing stop profit 10%.
  • MACD divergence strategy
Trading strategy: Calculate the MACD indicator based on the K-line. The short period of the MACD indicator is 13, the long period is 34, the moving average period is 9, and the length of the ATR indicator is 13. Open a short order when the MACD indicator is bullish and there is a double top divergence. Open a long order when the MACD indicator is bearish and there is a double bottom divergence. Stop loss 1%, take profit 5%.
  • BOLL and RSI
Trading strategy: This strategy utilizes the Bollinger Bands and RSI indicators, capturing overbought and oversold signals when the stock price reaches the upper and lower Bollinger Bands, confirms the timing by combining with the RSI indicator, and sets stop-loss levels, aiming to profit from both upward and downward cycles.

Usage

Prepare your dotenv file .env.local and BBGO yaml config file bbgo.yaml

Config .env.local file

# for OKEx exchange, if you have one
OKEX_API_KEY="your okex api key"
OKEX_API_SECRET="your okex api secret"
OKEX_API_PASSPHRASE="your okex api password"

# LLM Google AI
LLM_GOOGLEAI_APIKEY="your googleai api key"

# LLM OpenAI
LLM_OPENAI_TOKEN="your openai api token"

# LLM ANTHROPIC
LLM_ANTHROPIC_TOKEN="your claudeai api token"

Config bbgo.yaml file

persistence:
  json:
    directory: "./data/"

sessions:
  okex:
    exchange: okex
    envVarPrefix: okex
    margin: true
    isolatedMargin: false
    isolatedMarginSymbol: SUIUSDT

exchangeStrategies:
- on: okex
  jarvis:
    llm:
      googleai:
        model: "gemini-1.5-pro-latest"
      openai:
        model: "o1-preview"
        no_system_role: true
      anthropic:
        model: "claude-3-opus-20240229"
      ollama:
        server_url: "http://localhost:11434"
        model: "codegemma:7b"
      primary: "openai"
      secondly: "anthropic"
    env:
      exchange:
        indicators:
          MA5:
            type: "sma"
            params:
              interval: "5m"
              window_size: "5"
          MA20:
            type: "sma"
            params:
              interval: "5m"
              window_size: "20"
      include_events:
        - kline_changed
        - indicator_changed
        - fng_changed
        - position_changed
        - update_finish
    agent:
      trading:
        enabled: true
        name: "Trading AI"
        temperature: 1
        max_context_length: 4096
        backgroup: "I want you to act as an trading assistant. The trading assistant supports registering entities, analyzes market data provided by entities, and generates entity control commands. After receiving the command, the entity will report the result of the command execution. The goal of the transaction assistant is: to maximize returns by generating entity control commands."
    notify:
      feishu_hook:
        enabled: true
        url: "your feishu group custom webhook url"
    symbol: SUIUSDT
    interval: 15m
    leverage: 1
    max_num: 20
    strategy: "Trading on the right side, trailing stop loss 3%, trailing stop profit 10%."

Run

docker run --name trading-ai -d -v ${PWD}:/strategy yubing744/trading-gpt:latest run