📈 Stock News Scraper Agent - UpsonicAI

📌 Overview

The Stock News Scraper Agent is an AI-powered tool that fetches the latest news headlines related to a given stock symbol. Using BrowserUse, it searches financial news sources and extracts structured information without the need for API keys or subscriptions.

🚀 Features

• 🔍 Searches the web for the latest stock-related news
• 📌 Extracts headlines, sources, and article links
• ⚡ No API keys required – fully automated web scraping
• 🖥 User-friendly UI for quick searches
• 🔄 FastAPI backend for efficient processing

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🛠 Installation

1️⃣ Clone the repository

git clone <repository-url>
cd <repository-folder>

2️⃣ Install dependencies

pip install -r requirements.txt

3️⃣ Set up environment variables

Create a .env file in the project root and configure it:

AZURE_OPENAI_API_KEY="your_azure_openai_api_key"
AZURE_OPENAI_ENDPOINT="your_azure_openai_endpoint"
AZURE_OPENAI_MODEL_NAME="azure/gpt-4o"
AZURE_OPENAI_DEPLOYMENT="your_deployment_name"
AZURE_OPENAI_API_VERSION="your_azure_openai_api_version"

4️⃣ Run the application

uvicorn upsonicai:app --reload

The app will be available at:

http://127.0.0.1:8000/

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🖥 Usage

🔹 UI Access

1. Open http://127.0.0.1:8000/ in your browser.
2. Enter a stock symbol (e.g., TSLA, AAPL, AMZN).
3. Click "Get News" and view the latest stock news.

🔹 API Endpoints

Get stock news

GET /get_stock_news?symbol=TSLA

Response format

{
  "news": [
    {
      "headline": "Tesla stock surges after strong earnings report",
      "source": "CNBC",
      "link": "https://www.cnbc.com/tesla-news"
    }
  ]
}

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🎯 Tech Stack

• Python 🐍
• FastAPI ⚡
• UpsonicAI Framework 🤖
• BrowserUse 🌐
• TailwindCSS 🎨 (for UI styling)

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📌 Notes

• This project does not require API keys for scraping stock news.
• The AI agent simulates web browsing to fetch stock news.
• Ensure you have playwright installed to avoid browser issues:

playwright install

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🤝 Contributing

Feel free to open issues or submit pull requests to improve the Stock News Scraper Agent!

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📜 License

MIT License © 2024 UpsonicAI

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📢 Contact

For inquiries or suggestions, reach out via GitHub or Twitter.