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A stock analysis agent built in Java with Spring AI showcasing Redis Agent Memory, Redis LangCache, Session Management, Rate Limiting, and regular caching in the tool layer. The agent is integrated with Twelve Data API for fetching Market Data, the SEC API for fetching financial reports, and with Tavily for searching the web.