🚀 SmartDoc

The first open-source RAG (Retrieval-Augmented Generation) application built with Gemini, Pinecone, and Next.js, featuring robust authentication and complete control over your data. 🌐

💡 Why I Built This Project

I’ve always wanted to build a RAG system on the web, but most resources required using the OpenAI API, which demands a credit card. I wanted to work with free models like Gemini and couldn’t find a comprehensive solution with Next.js. So, I decided to take the initiative and create my own open-source RAG solution.

SmartDoc is designed for anyone looking for a free, secure, and powerful RAG system with full control over document storage. The app features OAuth-based authentication and Rive animations for smooth user feedback, especially on unauthorized pages.

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✨ Key Features

• 📄 Document Upload & Query:
  Upload your PDF documents, securely store them in Pinecone, and query their content using Gemini embeddings.

• 🧠 RAG-Powered Question Answering:
  Ask questions related to your uploaded documents, and receive precise answers thanks to Gemini's advanced embeddings and Pinecone's vector storage.

• 🔒 Full Data Control:
  You have total control over your documents, including the ability to delete, manage, or reference them whenever needed.

• 🔐 Secure Authentication:

  • Integrated OAuth with Google and GitHub via Auth.js for a smooth and secure login experience.
  • Access a dedicated profile page with session information and a sign-out option.

• 🌗 Dark/Light Mode Toggle:
  Personalize your experience by toggling between Dark Mode and Light Mode to suit your environment. 🌓

• 🎨 Dynamic UI with Animations:
  Built with TailwindCSS for responsiveness and Framer Motion for smooth transitions. Unauthorized pages are highlighted with engaging Rive animations for user feedback.

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🛠️ How It Works

1. Upload a PDF Document: Upload your file and store it in a dedicated Pinecone namespace.
2. Data Storage: All your data is stored privately in a Pinecone index, with the ability to delete or reference it at any time.
3. Ask Questions: Use RAG to query your documents and retrieve accurate responses.
4. Manage Documents: Complete control over your uploaded documents with the ability to manage, reference, or delete.
5. Responsive & Secure: Seamless experience with a responsive UI and OAuth-based authentication.
6. YouTube Integration: Easily download YouTube transcripts and thumbnails.
7. Customizable Theme: Switch between Dark Mode and Light Mode for a personalized UI experience.

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🚀 Quick Start

📦 Installation

1. Clone the repository:

   git clone https://github.com/yourusername/SmartDoc.git

2. Change the directory

   cd SmartDoc

3. Add the environment variables in the .env.local

cp .env.example .env.local

4. Install the packages

   npm install

5. Run the project

   npm run dev

Images

🚀 Tech Stack

1. ⚡ Next.js - Powerful React framework for building web applications.
2. 🛠️ TypeScript - Strongly typed programming language that builds on JavaScript.
3. 🎨 TailwindCSS - Utility-first CSS framework for rapid UI development.
4. 🌀 Rive - Interactive animations for dynamic user interfaces.
5. 🔒 Auth.js - Authentication library for seamless login flows.
6. 🐱 GitHub - Version control and collaboration platform.
7. 🌍 Google - Authentication and other services for apps.
8. 🧠 Pinecone Vector Database - Vector database for machine learning models.
9. 🤖 Gemini Model & Embeddings - Advanced AI for embeddings and language understanding.
10. Framer Motion - Used for Adding Animations

▶️ Demo

🌐 Socials: