SecondBrain Application

SecondBrain 📚🧠

A modern knowledge management tool that empowers users to save, organize, and efficiently search through their personal knowledge base.

Key Features

• Vector Search Implementation:

  • Enhanced search functionality using a vector database for semantic and contextual searches.
  • Enables users to retrieve information based on intent and meaning, not just keywords.

• Custom UI Library:

  • Developed a UI library from scratch for a seamless and user-friendly experience.
  • Features modular and reusable components tailored for this application.

• Link Organization:

  • Add links (videos, articles, etc.) with titles and tags for better categorization.
  • Supports tagging for flexible organization and retrieval.

• Authentication:

  • Includes normal authentication to ensure user data privacy and security.

• MongoDB Integration:

  • Persistent data storage for all links, tags, and user information.

Technologies Used

• Frontend: Custom UI components built with [your stack, e.g., React/Tailwind/Vanilla JS].
• Backend: Node.js with Express.js for API handling and authentication.
• Database: MongoDB for structured data storage and a vector database for search indexing.
• Search: Semantic search powered by vector embeddings.

Getting Started

1. Clone the repository:

   git clone https://github.com/your-username/secondbrain.git
   cd secondbrain

2. Install dependencies:

   npm install

3. Start the application:

   npm run dev

Future Enhancements

• Expand vector search capabilities to support multimedia (e.g., images and videos).
• Add collaborative features for team-based knowledge management.
• Optimize the UI library for broader use in other projects.