3Top/word2vec-api

Health v2 · maintenance only

Flags: no_releases no_license

Adoption not part of the score

1437 stars · 349 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

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

service · maturity maintenance

http-server nlp machine-learning api-framework machine-learning apis web-development python cli cross-platform word2vec word-embeddings gensim rest-api pretrained-models similarity natural-language-processing web-server

Member repositories

For agents

markdown · JSON · MCP: product_card(name="3Top/word2vec-api")