Engineered for Academic Precision & Student Safety
Unlike generic chatbots that guess from random internet websites, Study Buddy grounds every response strictly in verified school textbooks with exact page citations.
Textbook-Grounded RAG
Retrieval-Augmented Generation parses official school textbooks into semantic chunks. The AI is forbidden from answering outside of the indexed syllabus, eliminating false claims.
Sub-Second Vector Search
ChromaDB vector database indexes entire textbooks into high-dimensional geometric spaces, querying and ranking relevant pages in under 0.9 seconds.
Class 1–12 Pedagogy Scaling
Dynamic system prompt adaptation modifies language complexity, conceptual depth, and analogies depending on whether a Class 3 or Class 11 student is asking.
Isolated MongoDB History
Every user's study conversations, bookmarks, and questions are stored in isolated MongoDB documents linked exclusively to their authenticated BSON User ID.
Verifiable Page References
Every single explanation is accompanied by textbook metadata and page numbers. Students can double-check the physical textbook to confirm exam concepts.
Multilingual Understanding
Understands student doubts typed in English, Hindi (हिंदी), and Gujarati (ગુજરાતી), providing natural answers while referencing local state curriculum books.