Sveltekit Pgvector Supabase
A demo of using vectors, sveltekit, and supabase together in a (semi) useful example
Overview
This innovative application harnesses the capabilities of the AI SDK, Supabase, and SvelteKit to deliver a robust search feature powered by vector indexing. By seamlessly integrating these technologies, the app showcases an impressive demonstration of how to create and query vectors, making it an excellent tool for those looking to enhance their search capabilities with artificial intelligence.
With this demo, users can effortlessly explore various methods of indexing and searching vectors, ultimately providing a better understanding of how these technologies work together to optimize search functionality. Whether you're a developer or simply curious about AI implementations, this app is a fantastic resource.
Features
- AI SDK Integration: Leverages the OpenAI SDK to utilize powerful embedding techniques for enhanced search performance.
- Supabase Backend: Utilizes Supabase for real-time database capabilities, allowing for efficient data handling and storage.
- Vector Indexing: Demonstrates multiple approaches to indexing vectors, improving the way data is searched and retrieved.
- Easy Setup: Requires minimal prerequisites and provides a straightforward setup process with environmental variable configurations and package installations.
- Development Environment: Built on SvelteKit for a modern development experience, making it easy and efficient to run and test.
- Example Queries: Offers practical examples of creating and querying vectors, which can aid educational efforts and development projects.
- Documentation Resources: Includes references to essential documentation, ensuring users have the information needed to effectively utilize the app.
- Svelte
Svelte is a modern front-end framework that compiles your code at build time, resulting in smaller and faster applications. It uses a reactive approach to update the DOM, allowing for high performance and a smoother user experience.
- Vite
Vite is a build tool that aims to provide a faster and leaner development experience for modern web projects
- Tailwind
Tailwind CSS is a utility-first CSS framework that provides pre-defined classes for building responsive and customizable user interfaces.
- Bits UI
Bits UI is a headless component library for Svelte that provides unstyled, accessible UI primitives. It powers shadcn-svelte and offers a foundation for building custom component libraries with full accessibility support in the Svelte ecosystem.
- 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
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.
- 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.
- 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 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 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.