https://github.com/ddangelov/restful-top2vec

Expose a Top2Vec model with a REST API.
https://github.com/ddangelov/restful-top2vec

document-embedding fastapi rest-api restful-api semantic-search semantic-search-engine text-search text-similarity top2vec topic-model topic-modeling word-embedding

Last synced: 5 months ago
JSON representation

Expose a Top2Vec model with a REST API.

• Host: GitHub
• URL: https://github.com/ddangelov/restful-top2vec
• Owner: ddangelov
• License: bsd-3-clause
• Created: 2020-04-19T17:32:53.000Z (about 5 years ago)
• Default Branch: master
• Last Pushed: 2022-12-08T04:03:13.000Z (over 2 years ago)
• Last Synced: 2023-03-05T04:53:01.816Z (about 2 years ago)
• Topics: document-embedding, fastapi, rest-api, restful-api, semantic-search, semantic-search-engine, text-search, text-similarity, top2vec, topic-model, topic-modeling, word-embedding
• Language: Python
• Homepage:
• Size: 243 KB
• Stars: 78
• Watchers: 3
• Forks: 19
• Open Issues: 13
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

        
[![](https://img.shields.io/docker/v/ddangelov/restful-top2vec?label=docker)](https://hub.docker.com/r/ddangelov/restful-top2vec)

[![](https://img.shields.io/pypi/l/top2vec.svg)](https://github.com/ddangelov/RESTful-Top2Vec/blob/master/LICENSE)

[![](https://readthedocs.org/projects/restful-top2vec/badge/?version=latest)](https://restful-top2vec.readthedocs.io/en/latest/?badge=latest)

Top2Vec Model REST API

======================

Expose a trained and saved [Top2Vec](https://github.com/ddangelov/Top2Vec) model with a REST API.

Get Docker Image

------------

```bash

docker pull ddangelov/restful-top2vec

```

Run Container 

-------------

Docker Run Arguments:

  * ``model_path``: Path to a saved Top2Vec model.

  * ``model_name``: Name of Top2Vec model. (Should not contain spaces.)

  

```bash

export model_path="/path_to_top2vec_model"

export model_name="model_name"

docker run -v $model_path:/app/top2vec_model -e model_name=$model_name -d --name $model_name -p 80:80 ddangelov/restful-top2vec

```

Documentation

-------------

Go to 

![](https://raw.githubusercontent.com/ddangelov/RESTful-Top2Vec/master/images/restful-top2vec.png)