📈 AI-Powered Stock Insights Generator

An advanced AI-driven tool for real-time stock analysis and investment insights. This tool analyzes 170+ stocks from NASDAQ, NIFTY 50, and S&P 500, providing technical indicators, historical trends, and AI-generated recommendations to Buy, Wait or Hold to help you make informed financial decisions.

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🚀 Features

1️⃣ Dynamic Stock Analysis

• Processes real-time and historical stock data using YFinance.
• Computes technical indicators like RSI, MACD, and moving averages.
• Displays interactive candlestick charts and trend patterns across multiple time frames.
• Integrates relevant market news for deeper insights.

2️⃣ AI-Powered Investment Insights

• Leverages Llama 3.3 (GroqCloud) to analyze trends and generate actionable recommendations.
• Provides buy/hold/wait suggestions based on technical and market analysis.

3️⃣ User-Friendly Interface

• Built with Streamlit for an intuitive and interactive experience.
• Easy navigation to key financial insights and trends.
• Generates automated PDF reports summarizing stock insights and technical analysis.

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🛠 Tech Stack

Component	Technology
Frontend	Streamlit
AI Model	LLaMA 3.3 (GroqCloud)
Financial Data	YFinance
LLM Integration	LangChain

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📂 Add this file

hidden_prompt

• Contains the prompt template given to the LLM (Llama 3.3).
• The prompt includes technical indicators and instructions for analyzing stocks and generating insights.
• In this format:

  def get_prompt(company_name, interval, news_response, indicators):
      prompt = """
      Write your prompt here, including relevant financial data, technical indicators, and instructions for generating insights.
      """
      return prompt

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🛠 Installation

Steps

1. Clone the repository:

   git clone https://github.com/your-username/ai-stock-insights.git
   cd ai-stock-insights

2. Install dependencies

   pip install -r requirements.txt

🚀 Usage

# Run the Streamlit app
streamlit run app.py

Access the app at http://localhost:8501/ in your browser.

📜 API Keys Setup

To use GroqCloud LLaMA 3.3, add your API key to an .env file:

GROQCLOUD_API_KEY=your_api_key_here