Ask-Mirage-2.0

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ASK MIRAGE is an offline AI-powered chatbot that allows users to upload PDFs and ask natural language questions. Built with LLaMA, FAISS, and LangChain, it delivers fast, accurate, and context-aware responses without needing an internet connection. Ideal for students and professionals working with large documents.

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# 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.

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