Sweep/convert this to fastpi python frontend

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PR Review Summary 🔍

This PR introduces a FastAPI interface for invoking a language model and adds a frontend HTML page for user interaction. The changes include a new FastAPI endpoint, a simple HTML form, and updated requirements. While the basic structure is in place, there are several critical areas that need attention, particularly in security and error handling.

🔒 Security analysis

- `invoke_model` function is used but not defined, potentially exposing undefined behavior - No input validation or sanitization on user input before processing - Sensitive error details might be exposed in the HTTPException

🧪 Test coverage analysis

- No tests added for the new FastAPI endpoint - Missing error handling tests for the `/invoke` endpoint - Lack of integration tests for the frontend and backend interaction

⚡ Logical error analysis

- `invoke_model` function is called but not implemented, causing runtime errors - CORS settings are missing, potentially blocking frontend requests - No error handling or user feedback in the frontend JavaScript code