🔷 FinSight AI

Agentic Multi-Model Financial Intelligence Platform

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🚀 Overview

FinSight AI is an AI-powered financial forecasting system combining:

• 📊 Quantitative Finance (Quantile Regression)
• 🤖 Multi-Agent LLM Intelligence
• 📈 Real-time Market Data

⏱️ Generates insights in <20 seconds

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🌟 Key Features

• ⚡ Parallel AI Agents (async execution)
• 📉 Probabilistic Forecasts (Bear / Base / Bull)
• 🧠 SHAP Explainability
• 📰 News + NLP + Competitor Analysis
• 📄 PDF Reports + Audit Trail

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🏗️ Architecture

• Frontend: React + Vite + Tailwind
• Backend: FastAPI + asyncio
• ML: Scikit-learn + SHAP
• LLM: Groq (Llama 3)
• DB: MongoDB Atlas

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⚡ Quick Start

git clone https://github.com/yourusername/finsight-ai.git
cd finsight-ai

# Backend
cd backend
pip install -r requirements.txt
uvicorn orchestrator.api:app --reload

# Frontend
cd ../frontend
npm install
npm run dev