What is DKube Virtual Teaching Assistant?

DKube Virtual Teaching Assistant is a RAG-native AI copilot for education and training. It automates course Q&A, quiz generation, and grading while keeping academic content secure within private infrastructure.

How does DKube Virtual Teaching Assistant work?

DKube VTA ingests course materials such as PDFs, PPTX files, and documents — including text extracted from images via OCR — to build a course-scoped knowledge base using Retrieval-Augmented Generation (RAG). It then enables natural-language Q&A, quiz creation, and grading with citation-backed answers.

What are the key features of DKube Virtual Teaching Assistant?

Multi-format course ingestion, quiz generation and auto-grading, RBAC for admin/professor/student, analytics dashboards, custom LLM configurations, and secure Kubernetes-based deployment.

How does DKube Virtual Teaching Assistant ensure data security and compliance?

DKube VTA runs entirely within your on-prem or VPC environment. It uses RBAC, course-level isolation, and citation-based reasoning to protect institutional IP and student data.

Who can use DKube Virtual Teaching Assistant?

Professors, teaching assistants, students, and educational organizations that seek to reduce manual effort and enhance learning through AI within a controlled environment.

Can DKube Virtual Teaching Assistant integrate with existing learning systems?

Yes. DKube VTA integrates with institutional LMS platforms and internal repositories for seamless use of existing course materials.

DKube Virtual Teaching Assistant

An AI-powered copilot for teaching, learning, and grading — deployed securely on-prem or in your VPC.

Discover Blueprint

Manual Quiz Creation

Professors spend hours designing and grading assessments manually.

Overloaded Instructors

Repetitive student questions consume valuable teaching time.

Scattered Resources

Course materials spread across PDFs and slides are hard to search and reuse.

Data Privacy Concerns

Public AI tools cannot be used for proprietary academic content.

Multi-Format Course Ingestion

Imports PDFs, PPTX, and DOCX files — including text extracted from images through OCR — to build a course-specific knowledge base.

Automated Quiz Generation & Grading

Creates question banks and auto-evaluates answers with analytics for instructors.

Course-Scoped Q&A with Citations

Students ask questions in plain language and receive accurate, referenced responses.

RBAC for Admins, Professors and Students

Role-based access ensures secure and organized management of content.

Custom LLM Support & K8s Deployment

Works with multiple model types and scales easily through Kubernetes.

Professors and Lecturers

Explore, test, and validate ideas faster with AI-powered workflows.

Students and Learners

Accelerate learning with instant, accurate responses.

Academic Institutions

Enable students and faculty to explore research safely and reproducibly.

Teaching Assistants

Build private AI labs for innovation and experimentation.

Got questions?
We’ve got answers

Try DKube Virtual Teaching Assistant

Reimagine teaching and learning with an AI copilot that grades, answers, and guides — securely within your infrastructure.

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DKube Virtual Teaching Assistant