ज्ञान

Gyaan Setu

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Scholar girl with calligraphy brush seated on wooden chair
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Floating ink swirls, bird, and mystical glyphs
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100% Free-Tier & Local-Stack Architecture

Learn from your own books, slides and lectures.

An AI companion that organizes your course materials into prerequisite knowledge graphs, answers queries with verifiable source citations, tracks mastery via Bayesian Knowledge Tracing, and builds personal revision schedules.

The Gyaan Setu Learning Ecosystem

Every screen is engineered with source verification, adaptive mastery, and cognitive science.

01

Multimodal Library

Ingest textbooks (PDF), lecture slides (PPTX), and video recordings down to precise page, slide, and timestamp units.

02

Grounded AI Tutor

Every explanation cites exact page numbers and timestamps. Strict relevance gating prevents hallucinations and refuses out-of-scope questions.

03

Adaptive Practice

Target your learning frontier with Bloom's taxonomy assessments, cross-model verification, and rubric-based automatic grading.

04

Spaced Revision

Active-recall flashcards powered by SM-2 and FSRS algorithms, cheat-sheet slide summaries, and 5-minute audio briefs.

05

Knowledge Map

Explore your course as an interactive prerequisite DAG with Bayesian Knowledge Tracing (BKT) and forgetting curve predictions.

Academic Integrity & Verifiability

Why Gyaan Setu Outperforms Generic AI

Zero Unverifiable Claims

✕ Generic Generative AI

Invent plausible-sounding formulas, hallucinate non-existent chapters, and answer trivia with zero grounding in your syllabus.

✓ Gyaan Setu Grounded RAG

Answers with clickable citations pointing to exact textbook pages, slide deck numbers, and video timestamps. Refuses queries when facts are absent from your course materials.