Large Language Model-Based Financial Forecasting Assistant (Simulated)

This tool provides a simulated financial forecast based on heuristic analysis of historical price and sentiment data. A true "Large Language Model-Based" system would integrate with sophisticated LLMs and real-time data feeds, which is beyond the scope of a client-side, self-contained web tool. This demonstration focuses on the logical flow and interpretive output.