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README.md

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# AI Document RAG System
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# QueryDoc
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A complete full-stack application for securely chatting with PDF documents using Retrieval-Augmented Generation (RAG) and Google's Gemini API.
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backend/README.md

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# RAG Backend API
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# QueryDoc Backend API
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This is the FastAPI backend for the Document RAG (Retrieval-Augmented Generation) application. It handles file processing, embeddings, vector storage, and chat interactions using Google's Gemini API.
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backend/app/main.py

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from fastapi import FastAPI
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from app.api import validate, upload, ask, clear
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app = FastAPI(title="RAG Backend")
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app = FastAPI(title="QueryDoc Backend")
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app.include_router(validate.router, prefix="/api")
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app.include_router(upload.router, prefix="/api")

docker-compose.yml

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services:
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backend:
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build: ./backend
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container_name: rag-backend
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container_name: querydoc-backend
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ports:
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- "8000:8000"
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environment:
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frontend:
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build: ./frontend
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container_name: rag-frontend
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container_name: querydoc-frontend
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ports:
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- "5173:80"
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depends_on:

frontend/README.md

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# RAG Frontend
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# QueryDoc Frontend
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A modern, responsive React application for interacting with the Document RAG system. It features a professional SaaS-like UI with a focus on usability and aesthetics.
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frontend/index.html

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<!doctype html>
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<html lang="en">
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<head>
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<meta charset="UTF-8" />
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<link rel="icon" type="image/svg+xml" href="/vite.svg" />
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<meta name="viewport" content="width=device-width, initial-scale=1.0" />
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<title>Document RAG Chat</title>
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<meta name="description" content="Secure document-based RAG chat application using Gemini API. Upload PDFs and chat instantly." />
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</head>
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<body>
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<div id="root"></div>
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<script type="module" src="/src/main.tsx"></script>
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</body>
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</html>
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<head>
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<meta charset="UTF-8" />
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<link rel="icon" type="image/svg+xml" href="/vite.svg" />
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<meta name="viewport" content="width=device-width, initial-scale=1.0" />
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<title>QueryDoc</title>
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<meta name="description"
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content="Secure document-based RAG chat application using Gemini API. Upload PDFs and chat instantly." />
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</head>
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<body>
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<div id="root"></div>
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<script type="module" src="/src/main.tsx"></script>
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</body>
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</html>

frontend/package.json

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{
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"name": "frontend",
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"name": "querydoc-frontend",
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"private": true,
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"version": "0.0.0",
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"type": "module",
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"typescript-eslint": "^8.46.4",
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"vite": "^7.2.4"
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}
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}
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}

frontend/src/App.tsx

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{/* Header */}
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<header className="app-header">
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<div className="header-content">
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<h1>AI Document Q&A</h1>
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<p>Secure RAG System powered by Gemini</p>
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<h1>QueryDoc</h1>
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<p>Secure AI Document Assistant</p>
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</div>
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<button onClick={handleReset} className="btn btn-ghost">
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↺ Reset Session

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