Embeddings Application

This application is a FastAPI server that provides an API for working with embeddings. It's built with Python and packaged with Docker for easy deployment and scaling.

Features

• FastAPI for creating the web server and defining the API.
• Docker for packaging the application and its dependencies.
• AnglE for generating embeddings.

Getting Started

To run this application, you need to have Docker installed on your machine. Once you have Docker, you can build and run the application with the following commands:

docker build -t embeddings:latest .
docker run -p 8080:8080 embeddings:latest

The application will be available at http://localhost:8080.

##API Endpoints

• GET /: Returns the model info, a message indicating the model is running, and information about the available routes.

• GET /health: Returns the health status of the application.

• POST /v1/embeddings: Returns embeddings for the input text. Usage: curl -H 'Content-Type: application/json' -d '{"input": "Your text string goes here"}' http://localhost:8080/v1/embeddings

License

This project is licensed under the terms of the Apache 2.0 license.