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AI Agent Hedge Fund at your fingertips!
Inspiration
We were tired of dry, boring stock analysis reports and wondered: what if Warren Buffett, Peter Lynch, and other investing legends could debate stocks for us in real-time?
What it does
Stock Legends transforms stock analysis into entertaining AI-powered conversations where legendary investors like Buffett, Lynch, and Graham debate any ticker you search, providing insights through their unique investing philosophies and personalities.
How we built it
React + TypeScript frontend with Vite, Express backend, Supabase for PostgreSQL database, OpenAI API for generating character dialogues.
Challenges we ran into
Managing multi-agent workflows with orchestrators and subagents to decide how the investor cohort should have a productive discussion.
Accomplishments that we're proud of
Successfully captured the essence of legendary investors in AI form, created smooth animated conversations that feel natural, and built a production-ready full-stack app with proper error handling and deployment automation.
What we learned
How to prompt engineer distinct character personalities, implement polling patterns for long-running AI tasks.
What's next for Stock Legends
There's a lot going on the in the backend regarding multi-agent conversations. I want to make it update in real-time for the user to experience.
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