About Smart.edu-gate.pro
An AI-native education and professional-training ecosystem that combines expert human trainers, intelligent Smart Instructors, personalised Smart Chatbots, RAG-based knowledge, adaptive learning and multi-expert AI services.
Learning marketplace
Courses, categories, trainers, ratings, bundles, learning paths, certificates, free & paid courses and corporate training.
Smart Trainer
Every course becomes an interactive, AI-presented experience: slides with narration, a trainer that knows the whole course through its knowledge graph, live classroom insights for the human trainer, and course import from PowerPoint, Word and PDF.
Course RAG
Every course has its own knowledge space. Answers come from course content first, then trainer-approved sources.
Multi-expert orchestration
An orchestrator coordinates tutor, instructor, assessment, quiz, coding, research, planner, skills and career experts.
Learner digital profile
Courses, skills, strengths, weak areas, assessments, goals and expert interactions drive personalisation.
Adaptive learning engine
Teach → Practice → Evaluate → Diagnose → Remediate → Re-evaluate.
Model-agnostic LLM gateway
Swap Gemma 4 sizes or providers (Ollama, vLLM, hosted) without redesigning the platform.
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AI safety and quality
- RAG grounding: course evidence → LLM → answer, never LLM → guess
- Source citations and confidence indicators on every answer
- Prompt-injection detection; retrieved documents treated as data
- Sensitive-topic safeguards
- Human trainers approve AI drafts — nothing is auto-published
- AI-content disclosure and learner hallucination reports
- Full AI response logging for audit
- Per-plan rate limits and role-based access control