July 8 News.HKUHKUDS HAS RECENTLY BEEN RELEASEDOpen Source AI AgentCoach DeepTutor v1.5, this version has completed several upgrades on document resolution engine, RAG ingestion line and Python 3.14+ compatibility。
DeepTuto's core design is to integrate the six components of chat, testing, research, visualization, problem resolution and learning path planning into the same smart-body closed loop, so that students do not need to interrupt back-stage engines when they switch between assignments, and learning context and multi-level memory will automatically synchronize。
USING A HYBRID PERSONALIZED ENGINE, THE SYSTEM COMBINES STATIC KNOWLEDGE TRACER (SKG) WITH DYNAMIC LEARNER MEMORY (DPM) BY PLACING EACH INTERACTIVE TRAJECTORY IN A MULTI-RESOLUTION LEARNER'S IMAGE THROUGH THE "TRACE THE FOREST" MECHANISM, SO THAT EACH STEP OF THE LEARNING CONCLUSIONS GIVEN BY AI CAN BE TRACED BACK TO SPECIFIC TEXT EVIDENCE OR ERROR RECORDS。
GitHub:
gythub.com/HKUDS/DeepTutor