Semantic Similarities API

This API exposes endpoint to insert strings as embeddings in a local database and an endpoint to search for the most similar embeddings given a query. The service uses Cosine Similarity to search for Embeddings

Endpoints

/insert - inserts a string as an mebedding to the local embeddings database /similarities - searches for the 5 most similar embeddings given a query

Install

poetry install

Run

./run.sh

Test

pytest tests