Stage 1: Generate Quiz | Stage 2: Submit Option A, B, C, or D
⚡ Quiz me on Science
💡 Quiz: Light & Reflection
🧬 Quiz: Mitochondria
🛷 Quiz: Friction
📖 Question: Cell Structure
Quick Answer Option Buttons:
🤖 AI Interactive Output
Select a class (e.g. Class 10) and type 'Quiz me on Science' or any study question! Answers & quizzes are strictly segregated by your selected NCERT class grade.
📖 Retrieved NCERT Class Chunks
Retrieved vector chunks from PostgreSQL pgvector (pre-filtered by Class Grade) will appear here to demonstrate grounding.
✈️ Telegram Bot Dispatch & Live Chat Link
Students can chat directly with @MyBestStudyBuddy_bot on Telegram app!
Telegram Bot Handle
@MyBestStudyBuddy_bot
Telegram API Dispatch Output:
Click 'Dispatch Telegram Message' to test live API delivery.
💬 WhatsApp Cloud API Dispatcher
Send test WhatsApp messages directly to your registered phone using Meta Graph API.
Meta Graph API Dispatch Result:
Click 'Dispatch WhatsApp Message' to test live API delivery.
Vector Database
8,997
HNSW Cosine Vector Index Active
Ollama LLM Engine
qwen2.5:3b
Embedding: nomic-embed-text (~116 tps)
Semantic Query Cache
Active
Cache Hit Latency: ~14.9 ms
Telegram Bot API
@MyBestStudyBuddy_bot
Webhook Registered
Full System Diagnostic JSON
Loading live diagnostic data...