DocBank

screenshot of DocBank
nextjs
react
tailwind
cmdk
geist-ui
drizzle-orm

Fullstack RAG as a service template

Overview

DocBank is an innovative fullstack RAG-as-a-Service template designed to empower developers to create their own AI-powered research assistants. With the increasing need for personal and enterprise-level knowledge management, DocBank stands out by providing robust capabilities for chat-based interaction with documents. This modern serverless template, built on Next.js and the Vercel AI SDK, offers a seamless way to integrate powerful AI functionalities while ensuring scalability and efficiency.

As the landscape of AI continues to evolve, DocBank democratizes access to sophisticated tools for knowledge management, all while being available for free. This project aims to help builders, innovators, and entrepreneurs harness the power of AI in their applications and services, promising a future filled with possibilities.

Features

  • Fullstack RAG Implementation: Provides a complete solution for developing AI assistants capable of interacting with your data intelligently.
  • Private Knowledge Base: Allows users to securely upload and manage their documents, ensuring that your data remains confidential.
  • Intelligent Document Processing: Facilitates seamless document uploads and automatic embedding generation via background jobs, enhancing efficiency.
  • Conversational AI Interface: Engages users through an intuitive chat interface built with the Vercel AI SDK, making interactions simple and user-friendly.
  • Serverless & Scalable: Built on Next.js and Vercel, ensuring easy deployment and excellent scalability, which optimizes cost efficiency.
  • Background Job Processing: Leverages Inngest for reliable handling of intensive tasks like document processing, maintaining application responsiveness.
  • Modern Tech Stack: Utilizes cutting-edge technologies, including Next.js, Vercel AI SDK, Mastra for RAG, and Tailwind CSS to create a contemporary experience.
nextjs
Next.js

Next.js is a React-based web framework that enables server-side rendering, static site generation, and other powerful features for building modern web applications.

react
React

React is a widely used JavaScript library for building user interfaces and single-page applications. It follows a component-based architecture and uses a virtual DOM to efficiently update and render UI components

tailwind
Tailwind

Tailwind CSS is a utility-first CSS framework that provides pre-defined classes for building responsive and customizable user interfaces.

cmdk
cmdk

cmdk is a fast, composable command menu component for React. It provides the foundation for building command palettes, search interfaces, and keyboard-navigable menus similar to those found in applications like VS Code, Linear, and Raycast.

geist-ui
Geist UI

Geist UI is a modern, minimalist React component library inspired by Vercel's design language. It provides clean, elegant components with a focus on simplicity and developer experience, perfect for building modern web applications.

drizzle-orm
Drizzle ORM

Drizzle ORM is a TypeScript ORM for SQL databases designed with maximum type safety in mind. It comes with a drizzle-kit CLI companion for automatic SQL migrations generation. Drizzle ORM is meant to be a library, not a framework. It stays as an opt-in solution all the time at any levels.

fullstack
Fullstack

A fullstack boilerplate provides a starter application that includes both frontend and backend. It should include database, auth, payments, user roles and other backend services to build a fully featured saas or webapps.

template
Templates & Themes

A template or theme refers to a pre-designed layout or structure that provides a basic framework for building a specific type of application or website. It typically includes good design, placeholder content and functional features, allowing developers to customize and fill in the details according to their specific needs.

eslint
Eslint

ESLint is a linter for JavaScript that analyzes code to detect and report on potential problems and errors, as well as enforce consistent code style and best practices, helping developers to write cleaner, more maintainable code.

framer-motion
Framer Motion

Alpine.js is a lightweight JavaScript framework that simplifies the process of creating dynamic, reactive user interfaces on the web. It uses a declarative syntax that offers a higher level of abstraction compared to vanilla JavaScript, while being more performant and easier to use than jQuery.

postcss
Postcss

PostCSS is a popular open-source tool that enables web developers to transform CSS styles with JavaScript plugins. It allows for efficient processing of CSS styles, from applying vendor prefixes to improving browser compatibility, ultimately resulting in cleaner, faster, and more maintainable code.

typescript
Typescript

TypeScript is a superset of JavaScript, providing optional static typing, classes, interfaces, and other features that help developers write more maintainable and scalable code. TypeScript's static typing system can catch errors at compile-time, making it easier to build and maintain large applications.

zod
Zod

Zod is a TypeScript-first schema declaration and validation library. It allows you to define schemas that can validate data at runtime while providing excellent TypeScript inference, making it perfect for API validation, form validation, and type-safe data handling.