AI Stocks Technical Analysis

A Python application that generates AI-powered technical analysis for stocks and cryptocurrencies using candlestick charts, technical indicators, sentiment analysis, and Google's Gemini AI models.

Features

• Interactive candlestick charts with multiple technical indicators:
  • 20-Day Simple Moving Average (SMA)
  • 20-Day Exponential Moving Average (EMA)
  • 20-Day Bollinger Bands
  • Volume Weighted Average Price (VWAP)
• AI-powered analysis using Google's Gemini models (gemini-1.5-pro or gemini-2.0-flash-exp)
• Sentiment analysis from news sources with scoring
• Support for multiple assets:
  • US Stocks (e.g., DJT)
  • UK Stocks (e.g., BA.L)
  • Cryptocurrencies (e.g., BTC-USD)
• Interactive Streamlit web interface
• Detailed sentiment analysis with source citations
• Combined technical and sentiment analysis recommendations

Prerequisites

• Python 3.x
• Google API Key for Gemini AI models

Installation

1. Clone repository:

git clone https://github.com/psylsph/ai_stocks_technical_analysis

2. Install packages:

python -m venv .venv
source .venv/bin/activate  # On Windows use: .venv\Scripts\activate
python -m pip install --upgrade pip
pip install --no-cache-dir -r requirements.txt
pip install --no-cache-dir kaleido==0.1.0.post1 # force install this version on Windows OS

Usage

1. Set your Google API key:

export GOOGLE_API_KEY=<Your Google API Key>

2. Run the Streamlit application:

streamlit run ai_stocks_technical_analysis.py

3. In the web interface:

• Enter a stock/crypto ticker
• Select date range
• Choose technical indicators
• Select Gemini AI model version
• Click "Fetch Data" to generate analysis

Credits

Based on @DeepCharts

License

MIT License