ByteAstra
No hallucination. Only the syllabus.
India's first syllabus-grounded AI tutor for MBBS and BAMS students. Built on the NMC CBME framework, it answers only from curated, open-licensed content mapped to official competencies. Every answer is traceable.
Amlapitta develops through nidana-sevana, then dosha dushti of pitta with drava & amla qualities, leading to vidagdha ahara rasa…
Generic AI hallucinates, isn't aligned to the Indian syllabus, and carries copyright risk. For a medical student, a confidently wrong answer isn't a bug; it's dangerous.
A retrieval-augmented pipeline over subject-isolated, open-licensed corpora mapped to NMC competencies. Grounded, isolated, and fully traceable.
Grounded, isolated, traceable.
Syllabus-grounded RAG
Answers are retrieved from curated content, then generated, never invented from thin air.
Subject isolation
A separate knowledge collection per NMC subject prevents cross-subject contamination.
NMC CBME mapping
Every topic maps to an official competency, so study time is always exam-relevant.
Traceable citations
Every answer links to its source: zero copyright risk, full transparency.
Semantic retrieval
Fuzzy plus semantic search with re-ranking surfaces the right passage, even for messy queries.
Fast & concurrent
A production backend with subject routing serves answers in under two seconds.
Bring ByteAstra to your institute.
BAMS is live and MBBS is in progress. Early access for students, licensing for institutes and coaching centres.
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