FinAgent is a multi-agent AI system that analyzes stocks, generates insights, and presents them through an interactive dashboard. It combines data-driven analysis with AI-generated recommendations to help users make informed decisions.

• Computes technical indicators:

  • RSI (14-day)
  • Moving Averages (20/50/200)
  • Momentum Score (0–100)
  • Volatility (annualized)
  • Volume trends
  • Drawdown from 52-week high

• Powered by Groq (LLaMA models)

• Generates:

  • BUY / HOLD / SELL recommendation
  • Risk score (1–10)
  • Market sentiment (Bullish / Bearish / Neutral)
  • Key insights (3 per stock)
  • Comparative analysis
  • Better stock pick

• Multi-panel technical chart:

  • Normalized price comparison
  • RSI analysis
  • Volume + moving average

• Clean dark UI

• KPI metrics and tables

• Downloadable charts (PNG)

• Downloadable report (JSON)

• Explains stock concepts
• Answers user queries
• Gives simplified financial insights

• Beginner-friendly explanations of:

  • P/E ratio
  • RSI
  • Volume
  • Market trends

• Designed for non-technical users

User Input
   ↓
Agent 01 (Data Processing)
   ↓
Agent 02 (AI Insights via Groq)
   ↓
Dashboard + Charts + Chatbot

• Frontend: Streamlit

• Data: yFinance

• AI: Groq (LLaMA models)

• Visualization:

  • Plotly (interactive)
  • Matplotlib (dashboard charts)

• Backend: Python

git clone https://github.com/YOUR_USERNAME/Finagent.git
cd Finagent

python -m venv .venv
.venv\Scripts\activate   # Windows

pip install -r requirements.txt

Create .env file:

GROQ_API_KEY=your_api_key_here

streamlit run app.py

1. Push code to GitHub
2. Go to Streamlit Cloud
3. Deploy your repo
4. Add secret:

GROQ_API_KEY = your_api_key

• Dashboard with charts

• AI-generated insights

• Chatbot interface

• Learn Stocks page

• Recommendation: BUY

• Sentiment: Bullish

• Risk Score: 6/10

• Insights:

  • Strong upward trend
  • Healthy volume support
  • RSI approaching overbought zone

This project is for educational purposes only. It is NOT financial advice. Always consult a professional before investing.

• Real-time data streaming
• Portfolio tracking
• Multi-language chatbot
• Advanced technical indicators
• TradingView-style charts