ASK MIRAGE

ASK MIRAGE is an offline AI-powered chatbot that allows users to upload PDF documents and ask natural language questions about the content. Built with LangChain, FAISS, and LLaMA, it delivers fast, context-specific responses without requiring internet connectivity. Ideal for students and professionals working with large text documents.

🔧 Tech Stack

• Python – Core programming language
• Flask – Backend API handling
• LangChain – LLM orchestration
• LLaMA – Language model for generating intelligent responses
• FAISS – Vector similarity search for document querying
• SentenceTransformer – Embedding generation
• PyPDF – PDF text extraction
• HTML, CSS, JavaScript – Frontend interface

🚀 Key Features

• 📴 Fully Offline Access – Works without internet
• 📄 PDF Upload & Parsing – Extracts and processes text
• 🧠 Context-Aware Responses – Uses LLaMA for intelligent replies
• 🔍 Natural Language Queries – Ask questions conversationally
• 📊 Vector-Based Search – Fast info retrieval with FAISS
• ⚙️ Modular Design – Built with LangChain for flexibility
• 🔐 Privacy First – Local processing ensures data security
• ⚡ Quick Response Time – Efficient for large documents

📌 Summary

Offline AI chatbot for PDF uploads and natural language queries. Built with LangChain, FAISS, and LLaMA, it delivers fast, context-aware answers without internet—ideal for students and professionals.

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For demo or deployment instructions, feel free to reach out.