The Technical Framework:

1. Data Acquisition: Fetches high-quality financial charts from TradingView via Chart-Img.com API
2. AI Analysis: Google Gemini AI analyzes charts for patterns, trend lines, support/resistance levels
3. Technical Indicators: Evaluates MACD, RSI, moving averages and other key indicators
4. News Integration: SerpAPI delivers relevant market news for sentiment context
5. Memory System: Buffer memory maintains context for continuous analysis

This sophisticated system transforms raw market data into actionable trading insights through a seamlessly integrated workflow that combines visual recognition, technical analysis expertise, and natural language processing.