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AI Learning Assistant: A RAG-Powered Study Tool That Actually Cites Its Sources

AI Learning Assistant: A RAG-Powered Study Tool That Actually Cites Its Sources

AI 學習助手:會引用資料來源的智能家教

Ever asked ChatGPT a question about machine learning and wondered where it got that answer? This project builds an AI tutor that uses RAG (Retrieval-Augmented Generation) to pull real information from documents first, then answers you—and shows you exactly where it found the answer. It combines LangChain for orchestration, ChromaDB for storing knowledge, Hugging Face embeddings to understand meaning, and Groq LLM for fast responses. Think of it as giving your AI assistant a textbook to reference instead of just guessing. Perfect if you're learning ML/deep learning and want answers you can actually trust and verify.

Keywords

AI Learning Assistantmachine learningdeep learningretrieval augmented generationembeddingsLLMPython