# 3Top/word2vec-api

Simple web service providing a word embedding model

Repository: https://github.com/3Top/word2vec-api
Canonical: https://ross.abutalabs.com/products/word2vec-api
Homepage: http://www.3top.com
Language: Python
License Family: other
Last push: 2023-05-01T20:19:36+00:00

## Health v2 (maintenance only)
Score: 32/100 (v2, computed 2026-09-03T02:20:16.233290+00:00)
- activity 0, release rhythm 35, longevity 100
- inputs: {"age_days": 4432, "days_push": 1220, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases, no_license
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 1437, forks 349 (observed 2026-08-28T04:04:43.757654+00:00)

## What it is
A simple Python web service that exposes word embedding models (Word2Vec/GloVe) via an HTTP API built on Gensim. It serves similarity, most-similar, and vector lookup endpoints for pretrained or custom embedding models.

## Use cases
- serve word2vec embeddings over http
- compute word similarity via rest api
- find most similar words to a query
- get word vectors as base64 from a pretrained model
- wrap gensim word2vec model as a web service
- query glove embeddings from another application

## When to choose
- you need a quick REST endpoint around an existing Word2Vec/GloVe model
- you want pretrained model links and simple similarity queries without writing code
- your stack is Python and Gensim-compatible model formats

## When to avoid
- you need modern transformer-based embeddings or sentence-level semantics
- you require production hardening, auth, or an active maintenance cycle
- you need to train models - this only serves existing ones

## Facets
- artifact type: service
- maturity: maintenance
- function: http-server, nlp, machine-learning, api-framework
- domain: machine-learning, apis, web-development
- platform: python, cli, cross-platform
- tags: word2vec, word-embeddings, gensim, rest-api, pretrained-models, similarity, natural-language-processing, web-server

## Member repositories
- 3Top/word2vec-api (main) score 32

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:04:43.757654+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T04:36:42.410062+00:00, confidence not recorded.
  - readme: https://github.com/3Top/word2vec-api (fetched 2026-08-28T04:04:43.757654+00:00, sha 7214a7bfb0d3)
- Data as of 2026-08-30T08:39:29.467469+00:00.