LightRAG

Headlines · 1

1. Nov 2
   DeepTutor connects tutoring, research, quizzes, and shared memory

   A Juejin AI article describes DeepTutor as an open-source, agent-native tutoring workspace that links Chat, Quiz, Research, and Visualize through one runtime. It reports that the system shares session context and memory across workflows, supports several RAG engines, and uses a file-backed three-layer memory system for inspectable traces, summaries, and synthesis. The article also identifies Next.js and FastAPI as its frontend and backend technologies and says Codex and Claude Code can operate as subagents.

   掘金 · 人工智能 · 🔥 0

Experience and discussion from the community

Share my LightRAG experienceAsk about LightRAG

All

DeepTutor•4d Pinned

DeepTutor: Lifelong personalized tutoring with multi-agent collaboration and retrieval-augmented generation.

What problem it solves Learners need tutoring that can adapt across long-term study, use their own learning materials, and connect answers to sources. They also need a flexible environment for reading, practice, research, visualization, and other agent-assisted workflows without separating each activity from their learning history. Key features Personalized agent collaboration — The tutoring envir…

github.comhttps://github.com/HKUDS/DeepTutor