EduBud Smart Search Assistant is a smart AI-powered tool that lets you ask contextual questions from plain text or PDF documents. It leverages Google’s Gemini API, LangChain, and FAISS for intelligent search and response generation.
- ✅ TextBud: Q&A from custom user-input text
- 📄 PdfBud: Upload PDFs and ask context-aware questions
- 🔍 Web Retrieval: If answer is not in the document, fetch it using Gemini API
- 🚩 Out-of-Context Detection: Flags unrelated questions
- 🧠 FAISS-based vector search for relevant chunking
- 🎨 Streamlit UI with multi-page layout