🚀 AI-powered financial market intelligence system using Google Gemini, LangChain, RAG & multi-agent orchestration. Real-time stock analysis, sentiment analysis, and ML-based predictions.

Financial Market Intelligence Agent 🚀

An end-to-end agentic AI system for financial market analysis using Google Gemini, LangChain, RAG, and Google's Agentic Development Kit.

🏗️ Architecture

Multi-agent system with:

• Research Agent: Data gathering
• Analysis Agent: Technical & fundamental analysis
• Sentiment Agent: News sentiment analysis
• Prediction Agent: ML-based forecasting
• Report Agent: Insight synthesis

┌─────────────────────────────────────────────────────────┐
│                     User Interface                      │
│                  (Streamlit Frontend)                   │
└───────────────────────────┬─────────────────────────────┘
                            │
                            ▼
┌─────────────────────────────────────────────────────────┐
│                    FastAPI Backend                      │
│  ┌──────────┐  ┌────────────┐  ┌────────────────────┐   │
│  │   API    │  │  Agent     │  │   RAG Pipeline     │   │
│  │  Routes  │──│Orchestrator│──│  (ChromaDB)        │   │
│  └──────────┘  └────┬───────┘  └────────────────────┘   │
│                     │                                   │
│     ┌───────────────┴───────────────┐                   │
│     ▼               ▼               ▼                   │
│  Research      Analysis        Sentiment                │
│   Agent          Agent           Agent                  │
│     └───────────────┬───────────────┘                   │
│                     ▼                                   │
│              Prediction Agent                           │
└───────────────────────────┬────────────────────