sribdcn/PersonalExam

🧠 AI-powered Personalized Exam System: Integrating OpenPangu LLM, Knowledge Graph RAG, and BKT algorithm for adaptive question generation and recommendation. 基于LLM与知识图谱的智能个性化出题系统。

42
/ 100
Emerging

Implements dynamic knowledge graph construction via LLM-driven entity-relation extraction and automatic update detection through file hashing, while BKT algorithm tracks fine-grained mastery across hierarchical knowledge points to drive adaptive recommendation. Combines OpenPangu 7B for answer evaluation and semantic analysis with BGE embeddings and RAG-based retrieval to surface contextually relevant questions, all accelerated on Ascend NPU hardware.

232 stars.

No Package No Dependents
Maintenance 10 / 25
Adoption 10 / 25
Maturity 13 / 25
Community 9 / 25

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Stars

232

Forks

9

Language

Python

License

—

Category

educational-learning-rag

Last pushed

Feb 13, 2026

Commits (30d)

0

GitHub
Educational Learning RAG · 132 tools

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