🤖📊 Streamlit Financial Advisory Bot

Welcome to your all-in-one AI-powered financial dashboard.
This app blends deep learning, macroeconomic context, real-time stock insights, and conversational Gemini AI — all inside a clean Streamlit UI.

🚀 Features

Feature	Description
📊 Stock Dashboard	Visualize and predict stock prices with trend, RSI, and risk indicators
📈 LSTM Forecasting	Combines technical + macro data using deep learning (LSTM) models
📉 RSI & Strategy Engine	Detects overbought/oversold conditions and offers smart suggestions
📰 Stock News Summarizer	Fetches live news via NewsAPI + GNews for each stock
💬 Gemini Finance Chatbot	Ask questions like: "Is now a good time to invest in AAPL?"
📦 Live Portfolio Tracking	View real-time valuation of your stock portfolio
🎯 Savings Goal Planner	Calculate monthly savings needed to reach your financial targets
📥 Export Tools	Download CSV reports and view candlestick trend charts
🔐 Secure Key Management	API keys loaded via .env — safe for open-source publishing

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🧠 Tech Stack

• Streamlit – Interactive web app framework
• Gemini AI – Conversational assistant for finance queries
• TensorFlow + Keras – LSTM model for price forecasting
• FRED API – Macroeconomic indicators: GDP, Inflation, Fed Rates
• yFinance – Historical stock data from Yahoo Finance
• NewsAPI / GNews – Real-time news aggregation
• Python-Dotenv – Secure API key management

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📁 Project Structure

financial-dashboard/
├── streamlit_app.py         # Streamlit frontend
├── logic.py                 # LSTM, macro, news, and Gemini logic
├── .env                     # 🔐 API keys (not tracked in Git)
├── .gitignore               # Excludes .env and Python cache
├── requirements.txt         # Python dependencies
└── README.md                # You’re reading it

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⚙️ Setup Instructions

1. Clone the repository

git clone https://github.com/rudrikasharma15/financial-advisory-bot.git
cd financial-advisory-bot

2. Install dependencies

pip install -r requirements.txt

3. Add your API keys in a .env file

GEMINI_API_KEY=your_gemini_key
NEWS_API_KEY=your_newsapi_key
GNEWS_API_KEY=your_gnews_key
FRED_API_KEY=your_fred_key

✅ .env is automatically excluded from GitHub via .gitignore

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4. Launch the app

streamlit run streamlit_app.py

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Deployed link: https://financial-advisory-botgit-f7ufjegsnje6acxvg9b6ke.streamlit.app/

🙋‍♀️ Author

Rudrika Sharma
🔗 GitHub: @rudrikasharma15

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📄 License

MIT License — free for personal and commercial use with attribution.