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Building an AI that analyzes stocks like Warren Buffett
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Building an AI that analyzes stocks like Warren Buffett

via Dev.toDavid Kim

Most financial tools give you data. But investors don't make decisions using raw numbers alone — they interpret them through a framework. Warren Buffett thinks about moat and intrinsic value. Ray Dalio thinks about macro cycles. Charlie Munger thinks about avoiding mistakes. So I asked a simple question: What if an AI could apply these investment philosophies automatically? That idea became Wallstreet-AI , an open-source agentic financial analysis system that combines structured data pipelines with LLM reasoning. GitHub: https://github.com/davidkim205/wallstreet-ai What is Wallstreet-AI? Wallstreet-AI is an LLM-powered financial analysis assistant that converts natural language questions into structured investment reports. Instead of manually gathering: financial statements technical indicators earnings summaries market news you simply ask: "What would Warren Buffett think about Apple in a high interest rate environment?" The system builds a full reasoning pipeline and generates a stru

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