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Dhruva.ai - Your guiding star in the academic universe. A multilingual campus chatbot that answers student queries anytime, anywhere.

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About Dhruva

Campus offices are overloaded with repetitive queries — fee deadlines, scholarship forms, timetables — and students often prefer asking in regional languages, while official information is locked inside PDFs in English.

Dhruva bridges this gap by providing:

  • Multilingual support (English, Hindi, Tamil, more coming soon)
  • Instant answers from official documents (circulars, FAQs, policies)
  • 24/7 availability on Website, Telegram, and WhatsApp
  • Fallback to staff contact when Dhruva is unsure
  • Community-driven improvement via “Help Us Improve Dhruva” feature

Features

  • Multilingual Q&A → GPT-powered, answers in student’s preferred language
  • Document Grounding → Uses embeddings + cosine similarity to fetch answers from PDFs
  • Cross-Platform → Integrated with Website, Telegram, and preview WhatsApp bot
  • Fallback Mode → Shares staff contact info if answer is missing/uncertain
  • Community Contribution → Users can help improve Dhruva by submitting answers Dhruva missed
  • Future Scope:
    • Multi-turn conversational context
    • Speech-to-Text (STT) & Text-to-Speech (TTS)
    • Auto-generation of student letters (e.g., Bonafide certificates)
    • Mobile App

Tech Stack

React Tailwind CSS Node.js Express OpenAI Xenova Transformers Telegram WhatsApp FAISS
Qdrant


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Dhruva.ai - Your guiding star in the academic universe. A multilingual campus chatbot that answers student queries anytime, anywhere.

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