{"repo":"MysterionRise/adaptive-knowledge-graph","free":true,"listed":false,"github":"https://github.com/MysterionRise/adaptive-knowledge-graph","clone":"git clone https://github.com/MysterionRise/adaptive-knowledge-graph.git","description":"AI-powered adaptive learning platform combining Knowledge Graphs, Local LLMs, and Bayesian skill tracking. Privacy-first RAG with KG-enhanced retrieval, IRT/BKT mastery modeling, and real-time assessment generation.","language":"Python","stars":15,"topics":["adaptive-learning","ai-tutor","education","embeddings","fastapi","knowledge-graph","llm","local-llm","neo4j","nextjs"],"license":null,"category":"ai-agents","readme_excerpt":"Adaptive Knowledge Graph Controlled client-demo and AI engineering portfolio prototype for grounded, adaptive learning over approved course content. The project combines a knowledge graph, hybrid retrieval, local-first LLM inference, citations, adaptive practice, and live evaluation checks. It is built to support a 30-minute education-client demo using OpenStax content and synthetic learner data. Position this as a controlled local demo and pilot prototype , not as a production certification platform. Demo Scope - Content: OpenStax demo material only unless a client provides approved sample content under written permission. - Learners: synthetic profiles only; no real student PII in the demo. - Runtime: local laptop stack with Neo4j, OpenSearch, Ollama, FastAPI, and Next.js. - Evidence: live readiness checks plus a golden-set KG-RAG evaluation report. - Boundaries: no LMS/LTI integration, no tenant model, no production compliance certification, and no psychometrically calibrated IRT. What It Demonstrates Area Current state --- --- Grounded tutoring KG-aware RAG answers with citations, source snippets, expanded concepts, and streaming support Knowledge graph Neo4j concept/module/chunk schema with prerequisite and related-concept edges Retrieval OpenSearch hybrid BM25 + vector retrieval with optional reranking Local-first LLM Ollama local mode by default; remote fallback exists but is not the main client-demo posture Adaptive practice LLM-generated quizzes, synthetic mastery st","default_branch":null,"files":null,"tree":[],"storefront":"/r/MysterionRise","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/MysterionRise/adaptive-knowledge-graph/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}