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The main challenges in building CourseCompass are handling user-specific data, processing different study files, producing trustworthy AI answers, and connecting all learning features into one reliable workflow. RAG-based educational systems can still face hallucination, incomplete retrieval, computational cost, and multimodal-processing challenges.

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