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    FPL AI Manager

    AI AppPublic

    A comprehensive Fantasy Premier League (FPL) Manager web application that integrates data, utilizes AI predictions, offers an interactive user interface, and provides risk management tools for team selection and player evaluation.

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    build a comprehensive FPL AI Manager web app with the following key features: Interactive UI: FPL-style pitch editor with drag/drop functionality, searchable player modals, and multiple team input methods Data Integration: Fetch 2025/26 FPL prices, fixtures, and historical stats with CSV fallback AI Engine: Predict player expected points using form, fixtures, and underlying stats with Monte Carlo simulation Risk Management: User risk slider affecting pick recommendations Comprehensive Output: Starting XI, transfers, captaincy, chip suggestions with rationale API Endpoints: RESTful API for players, fixtures, predictions, and simulations you may use the attatched Excel document for all player information. This has the club squads for the season, Player FPL prices, and the FDR rating for every fixture of the clubs up to GW38

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    To run the app in the sandbox, please add your OpenAI API key to the .env file.

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