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shakheer.rb

# lib/assistants/trading_assistant.rb

require 'yaml'
require 'binance'
require 'news-api'
require 'json'
require 'openai'
require 'logger'
require 'localbitcoins'
require 'replicate'
require 'talib'
require 'tensorflow'
require 'decisiontree'
require 'statsample'
require 'reinforcement_learning'
require 'langchainrb'
require 'thor'
require 'mittsu'
require 'sonic_pi'
require 'rubyheat'
require 'networkx'
require 'geokit'
require 'dashing'

class TradingAssistant
  def initialize
    load_configuration
    connect_to_apis
    setup_systems
  end

  def run
    loop do
      begin
        execute_cycle
        sleep(60) # Adjust the sleep time based on desired frequency
      rescue => e
        handle_error(e)
      end
    end
  end

  private

  def load_configuration
    @config = YAML.load_file("config.yml")
    @binance_api_key = fetch_config_value("binance_api_key")
    @binance_api_secret = fetch_config_value("binance_api_secret")
    @news_api_key = fetch_config_value("news_api_key")
    @openai_api_key = fetch_config_value("openai_api_key")
    @localbitcoins_api_key = fetch_config_value("localbitcoins_api_key")
    @localbitcoins_api_secret = fetch_config_value("localbitcoins_api_secret")

    Langchainrb.configure do |config|
      config.openai_api_key = @openai_api_key
      config.replicate_api_key = fetch_config_value("replicate_api_key")
    end
  end

  def fetch_config_value(key)
    @config.fetch(key) { raise "Missing #{key}" }
  end

  def connect_to_apis
    connect_to_binance
    connect_to_news_api
    connect_to_localbitcoins
  end

  def connect_to_binance
    @binance_client = Binance::Client.new(@binance_api_key, @binance_api_secret)
    puts "Connected to Binance API"
  end

  def connect_to_news_api
    @news_api = NewsAPI::Client.new(api_key: @news_api_key)
    puts "Connected to News API"
  end

  def connect_to_localbitcoins
    @localbitcoins_client = LocalBitcoins::Client.new(api_key: @localbitcoins_api_key, api_secret: @localbitcoins_api_secret)
    puts "Connected to LocalBitcoins API"
  end

  def setup_systems
    # Initialize any system configurations, logging, or services here
    @logger = Logger.new('trading_assistant.log')
  end

  def execute_cycle
    # Fetch market data and analyze trends
    market_data = fetch_market_data
    analyze_market_trends(market_data)

    # Check for trading opportunities
    if should_execute_trade?(market_data)
      execute_trade
    end
  end

  def fetch_market_data
    # Fetch relevant market data from Binance or other APIs
    ticker = @binance_client.ticker("BTCUSDT")
    puts "Fetched market data: #{ticker}"
    ticker
  end

  def analyze_market_trends(market_data)
    # Use technical analysis tools like Talib, TensorFlow, or DecisionTree
    # Example: Calculate Moving Average
    moving_avg = calculate_moving_average(market_data)
    puts "Calculated Moving Average: #{moving_avg}"
  end

  def calculate_moving_average(market_data)
    # Example calculation, using Talib or Statsample for moving average
    close_prices = market_data[:prices]
    stats = Statsample::Vector.new(close_prices)
    stats.mean
  end

  def should_execute_trade?(market_data)
    # Determine if a trade should be executed based on market data analysis
    moving_avg = calculate_moving_average(market_data)
    price = market_data[:price]
    price > moving_avg
  end

  def execute_trade
    # Execute a buy/sell trade on Binance or LocalBitcoins based on analysis
    order = @binance_client.create_order(symbol: "BTCUSDT", side: 'buy', type: 'market', quantity: 1)
    puts "Executed trade: #{order}"
  end

  def handle_error(error)
    @logger.error("Error occurred: #{error.message}")
    puts "An error occurred: #{error.message}. Check the log for details."
  end
end