nabarvn / text-similarity-api

An API for devs to calculate the similarity between 2 text strings.

Text Similarity API

A powerful tool designed for developers to calculate the similarity between two text strings. This API leverages cosine similarity algorithm as a metric to provide accurate and efficient text comparison results.

Screenshot

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Running Locally

This application requires Node.js v16.13+.

Cloning the repository to the local machine:

git clone https://github.com/nabarvn/text-similarity-api.git
cd text-similarity-api

Installing the dependencies:

npm install

Running the application:

npm run dev

Tech Stack:

• Language: TypeScript
• Framework: Next.js
• Styling: Tailwind CSS
• Analytics: Vercel Analytics
• ORM Toolkit: Prisma
• Caching Layer: Upstash
• Embedding Provider: OpenAI
• MySQL Database: Aiven
• Authentication: NextAuth.js
• Deployment: Vercel

Credits

Learned a ton while building this project. All thanks to Josh for the next level (no pun intended) tutorial!

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