✦ AI Study Companion · Class 1–12 · 100% Syllabus Grounded

Master Any Subject with Your Personal
AI Study Buddy

Ask questions directly from your textbooks. Powered by local AI and Retrieval-Augmented Generation (RAG), Study Buddy provides step-by-step explanations with verifiable book and page citations — with zero hallucinations.

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Study Buddy Studio · Interactive Live Demo
🟢 Ollama Live 🎯 MiniLM Vectors
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What is photosynthesis and how does light reaction differ from dark reaction?
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Photosynthesis is the biological process by which green plants transform light energy into chemical energy stored in glucose molecules:

  • Light Reaction (in Thylakoid membranes): Solar photons excite chlorophyll electrons, splitting H₂O into oxygen (O₂) and generating ATP & NADPH.
  • Dark Reaction / Calvin Cycle (in Stroma): CO₂ is fixed into glucose using the stored ATP and NADPH without requiring direct sunlight.
📖 GSEB Class 10 Science · Chapter 6: Life Processes · Pages 95–97 · 98.4% Match
💬 Ask any question from your loaded textbooks… Enter ↵ Ask ➔
12
Classes Covered (1–12)
10+
Subjects Supported
100%
Textbook-Grounded RAG
< 0.9s
Vector Search Latency
System Architecture

Engineered for Academic Precision

Standard AI guesses from the web. Study Buddy uses a strict local RAG pipeline to ensure every explanation is accurate, traceable, and syllabus-aligned.

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Retrieval-Augmented Generation (RAG) Core

When you ask a question, our local sentence-transformers embed your query into high-dimensional vector space, query ChromaDB for top-matching textbook chunks, and feed only verified source excerpts to the language model.

1. Student Query Vectorization all-MiniLM-L6-v2 · 384 Dim
2. ChromaDB Semantic Search Top-3 Chunks · 98.4% Confidence
3. Grounded LLM Synthesis Ollama · Zero Hallucination Mode
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Class 1–12 Adaptation

Automatically scales explanation complexity. Explains gravity using apples for Class 5, and orbital mechanics and vectors for Class 11.

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Isolated MongoDB Storage

Every conversation is securely saved in a dedicated user-specific MongoDB document. Your chat history remains 100% private to your account.

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100% Private Local AI

Runs locally via Ollama. No expensive cloud APIs, no data mining, and no external tracking of student questions.

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Verifiable Page & Chapter Citations

Every single answer includes verified book titles and page numbers. Students can flip to the exact page in their physical textbook to verify and continue studying.

📚 GSEB Science Textbook 📘 NCERT Mathematics 📙 Social Science History & Civics
Common Questions

Frequently Asked Questions

Everything you need to know about Study Buddy, our AI technology, and textbook indexing.

Study Buddy uses Retrieval-Augmented Generation (RAG). When you ask a question, our system first performs a vector similarity search across your indexed school textbooks using ChromaDB. The AI model is strictly instructed to synthesize an answer exclusively from the retrieved textbook excerpts. If the information isn't in your textbook, the AI honestly states so rather than inventing an answer.

Study Buddy supports Class 1 through Class 12 across major curricula including GSEB (Gujarat Board), NCERT, and CBSE. You can choose your standard and subject from the dashboard or upload any custom school textbook PDF.

Yes! In the AI Chat Studio, you can drag and drop your school's textbook PDF. Study Buddy extracts the text, segments it into semantic chunks, generates vector embeddings, and stores them in your local vector collection within seconds.

Absolutely. Every student's conversation history is stored in a private MongoDB database collection, isolated by authenticated user ID. Your doubts and study materials are never shared or used to train third-party models.

Yes! Study Buddy supports multilingual queries. You can ask questions in English, Gujarati (ગુજરાતી), or Hindi (हिंदी). The system retrieves the relevant textbook concepts and responds in clear, natural language.

Yes! Study Buddy runs locally on open-source foundation models (Ollama and HuggingFace MiniLM), making it free and accessible for all students, parents, and teachers.

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