Analyze trade performance

Analyze sentiment using OpenAI GPT

Cache API response

Calculate annualized return

Calculate Average True Range

Calculate basic performance metrics

Calculate Bollinger Bands

Calculate Bollinger Bands

Calculate Commodity Channel Index

Calculate composite factor from multiple factors

Calculate overall confidence in sentiment analysis

Calculate cost based on token usage

Calculate factor returns

计算技术指标

Calculate information ratio for strategy with given parameters

Calculate MACD indicator

Calculate MACD

Calculate sentiment relative to overall market

Calculate maximum drawdown

Calculate maximum drawdown

Calculate Money Flow Index

Calculate On-Balance Volume

Calculate percentile of a value within the factor distribution

Calculate performance metrics for factor returns

Calculate monthly and yearly returns

Calculate Parabolic SAR

Calculate backtest results and performance metrics

Calculate returns from price data

Calculate risk metrics

Calculate RSI indicator

Calculate RSI

Calculate RSI indicator

Calculate sector sentiment (placeholder for sector classification)

Calculate sentiment consensus (agreement among sources)

Calculate sentiment momentum (change over time)

Calculate sentiment volatility

Calculate Sharpe ratio for strategy with given parameters

Calculate cosine similarity between embeddings

计算统计数据

Calculate Stochastic Oscillator

Calculate total return for strategy with given parameters

Calculate Volume Price Trend

Calculate factor-weighted return

Calculate weighted sentiment score

Calculate Williams %R

Check price and volume alerts

Clean and normalize text

Clean up old data

Combine strategies with equal weights

Combine strategies weighted by performance

Combine strategies using voting mechanism

Connect to Binance WebSocket

Connect to Coinbase WebSocket

Connect to Kraken WebSocket

Create default processed text when preprocessing fails

Create default sentiment data when analysis fails

Create market analysis prompt

Create prompt for market analysis

Create model instance

Create model instance

Create portfolio optimization prompt

Create question answering prompt

Create prompt for automated report generation

Create risk assessment prompt

Create sidebar with controls

Create signal generation prompt

Create prompt for strategy generation

Create necessary database tables

Create tools for the agent

Define optimization constraints

Detect language of text

Display backtest results

Evaluate a single stock against all criteria

Evaluate weights on given data

Execute HTTP request

Extract analysis information from text response

Extract keywords from tokens

Extract strategy information from text response

Extract topics from tokens

Find individual drawdown periods

Generate all combinations of parameter values

Generate portfolio summary data

Generate recent activity data

Generate sample backtest results

Generate sample factor data

Generate sample market data

生成交易信号

Get cached response if available and not expired

Get drawdown data

Get equity curve data

Get forward date based on rebalancing frequency

Get market analysis system prompt

Get portfolio allocation data

Get portfolio optimization system prompt

Get returns distribution data

Get risk assessment system prompt

Get signal generation system prompt

Get equity curve data for a strategy

Get current positions for a strategy

Get risk metrics for a strategy