CompanyDigest is an AI Concierge Agent built for the Google x Kaggle AI Intensive Capstone.
It automatically gathers financial data, latest news, and web insights about any publicly traded company and
produces a concise, easy-to-read summary. Instead of checking multiple websites manually, users can simply ask the
agent, and it fetches everything they need in
seconds.
This project is not a financial advisorβit only collects and summarizes publicly available information so users can stay informed before making their own decisions.
CompanyDigest simplifies the daily research workflow for investors, students, and anyone curious about a company's performance.
The agent pulls data from:
- Yahoo Finance (stock metrics & fundamentals)
- Google Search API (company info & trending topics)
- GNews APIs (latest relevant articles)
It processes all sources, cleans the results, and produces a single consolidated briefing so users never need to visit multiple websites again. Designed as a personal AI assistant, this agent focuses on convenience, accuracy, and simplicity.
- Python
- Yahoo Finance API
- Google Search API
- GNews API (Google News API)
- LLM-based reasoning & tool orchestration
git clone https://github.com/darkerror96/CompanyDigest.git
cd CompanyDigestpython3 -m venv venv
source venv/bin/activate # macOS / Linux
venv\Scripts\activate # Windowspip install -r requirements.txtUpdate .env file in the project root:
GOOGLE_API_KEY = your_key_here
NEWS_API_KEY = your_key_hereadk run CompanyDigest