Agentic AI Financial Analysis Platform

The AI Financial Analysis Agent is a comprehensive investment analysis system that leverages Google Vertex AI (Gemini) to provide intelligent, data-driven recommendations across multiple asset classes.

Core Capabilities:

• Multi-Asset Analysis: Supports stocks, cryptocurrencies, commodities, and currencies using standardised ticker formats
• Technical Analysis Suite: Calculates RSI, MACD, Moving Averages, Bollinger Bands, and other key indicators
• Web-Grounded Intelligence: The AI performs real-time web searches to incorporate the latest news and market developments into its analysis
• Cited Sources: All analysis statements include numbered citations linking to original source articles for transparency and verification
• Interactive Chat: Users can challenge and discuss the AI's conclusions, asking follow-up questions about specific recommendations or scenarios
• Analysis History & Refresh: Track previous analyses and update them with fresh data while preserving conversation history
• Admin Dashboard: Secure panel for managing analyses with JSON export functionality for integration with other tools

System Architecture: The application follows a Flask-based backend architecture with PostgreSQL for persistence. It integrates multiple data sources including Yahoo Finance for price data and Google Web Search for real-time news. The frontend uses Flask templates with JavaScript for a responsive single-page experience.