Agentic Multi-Model Financial Intelligence Platform
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
- ⚡ Parallel AI Agents (async execution)
- 📉 Probabilistic Forecasts (Bear / Base / Bull)
- 🧠 SHAP Explainability
- 📰 News + NLP + Competitor Analysis
- 📄 PDF Reports + Audit Trail
- Frontend: React + Vite + Tailwind
- Backend: FastAPI + asyncio
- ML: Scikit-learn + SHAP
- LLM: Groq (Llama 3)
- DB: MongoDB Atlas
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