StockSage

Inspiration

What it does

How we built it

Challenges we ran into

Accomplishments that we're proud of

What we learned

What's next for StockSage

Inspiration We wanted to simplify stock market research by combining AI with real-time data and news, making insights more accessible to everyone.

What it does StockSage provides stock details, analyzes trends, and fetches news impacting the stock—just by entering the stock name.

How we built it We used Google’s ADK to build AI agents and integrated a news scraper API to fetch and summarize relevant stock-related news.

Challenges we ran into Understanding ADK’s architecture and managing multiple data sources for real-time accuracy were the biggest challenges we faced.

Accomplishments that we're proud of We built a fully functional AI agent pipeline that not only retrieves stock data but also provides meaningful market insights.

What we learned We learned to design intelligent agents, work with external APIs, and structure data pipelines for real-time stock analysis.

What's next for StockSage We plan to add portfolio tracking, sentiment analysis from social media, and voice-based interaction for more intuitive use.

Built With

• beautifulsoup-or-news-api-sdk-for-scraping-platforms:-google-cloud-platform-(gcp)-apis:-news-scraper-api-(custom-or-third-party-like-newsapi.org)-cloud-services:-vertex-ai-(if-used-for-hosting-agents)
• fastapi-(if-used-for-backend)
• firestore-(optional)
• gcp-functions/compute-engine-(if-used-for-deployment)-databases:-firestore-or-any-nosql-db-(if-storing-history-or-logs;-optional)-other-tools:-postman-(for-api-testing)
• github-(for-version-control)
• google-adk
• google-cloud
• javascript
• javascript-frameworks/libraries:-google-adk-(agent-development-kit)
• news-scraper-api
• python
• rest-apis