README.md

metadata

app_port: 7860
colorFrom: blue
colorTo: gray
emoji: 📈
license: mit
pinned: false
sdk: docker
short_description: Multi-agent AI Market Analyst
title: AI Market Analyst v2

📈 AI Market Analyst --- Upgraded Architecture

This application has been upgraded to a decoupled architecture with a FastAPI backend and a Vue.js frontend. The multi-agent swarm now communicates via Server-Sent Events (SSE) for real-time analysis streaming.

🏗️ New Architecture

📂 backend/

• FastAPI: Exposes an SSE endpoint for real-time agent streams.
• Agents: Same powerful multi-agent team (Market, Sentiment, Strategy, Risk).
• Tools: Technical analysis, DuckDuckGo news scraping, and FinBERT sentiment analysis.

📂 frontend/

• Vue.js 3 + Vite: A modern, glassy UI built for performance and intuition.
• Glassmorphism Design: High-end visuals with backdrop blurs and neon accents.
• Real-time Streaming: Watch agents "think" and communicate as it happens.

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🚀 Getting Started

1. Run the Backend

cd src/market-analyst/backend
# Install dependencies (if not already in root env)
pip install -r requirements.txt
# Launch FastAPI
uvicorn main:app --reload --port 8000

Backend API will be at http://localhost:8000

2. Run the Frontend

cd src/market-analyst/frontend
# Install dependencies
npm install
# Launch Vite
npm run dev

Frontend UI will be at http://localhost:5173

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✨ Features

• SSE Streaming: Agents stream results character-by-character for a more interactive experience.
• Glassy Dashboard: A premium, dark-mode adaptive UI.
• Multi-Agent Coordination: MarketAnalyst (Technicals), SentimentAnalyst (News), StrategyAdvisor (Logic), RiskManager (Validation).
• FinBERT Integration: Real-time financial sentiment analysis on full article text.

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⚠️ Financial Disclaimer

Educational use only. This tool is not a financial advisor. Do not use for real-money trading without consulting a certified professional.