---
title: "text2vec"
type: "tool"
slug: "shibing624-text2vec"
canonical_url: "https://www.graphcanon.com/tools/shibing624-text2vec"
github_url: "https://github.com/shibing624/text2vec"
homepage_url: "https://pypi.org/project/text2vec/"
stars: 4971
forks: 428
primary_language: "Python"
license: "Apache-2.0"
archived: false
categories: ["vector-databases"]
tags: ["text2vec", "embeddings", "nlp", "python", "sentence-embeddings", "text-similarity", "similarity", "word2vec"]
updated_at: "2026-07-11T11:28:50.704401+00:00"
---

# text2vec

> text2vec, text to vector. 文本向量表征工具，把文本转化为向量矩阵，实现了Word2Vec、RankBM25、Sentence-BERT、CoSENT等文本表征、文本相似度计算模型，开箱即用。

text2vec, text to vector. 文本向量表征工具，把文本转化为向量矩阵，实现了Word2Vec、RankBM25、Sentence-BERT、CoSENT等文本表征、文本相似度计算模型，开箱即用。

## Facts

- Repository: https://github.com/shibing624/text2vec
- Homepage: https://pypi.org/project/text2vec/
- Stars: 4,971 · Forks: 428 · Open issues: 7 · Watchers: 31
- Primary language: Python
- License: Apache-2.0
- Last pushed: 2026-02-14T14:59:10+00:00

## Trust & health

_Signals computed from public GitHub metadata. Not a security guarantee._

- Maintenance: Slowing (computed 2026-07-11T11:28:49.117Z)
- Security scan: No lockfile (0 critical, 0 high, 0 medium, 0 low) · last scan 2026-07-11T11:28:49.673Z
- Full report: [trust report](/tools/shibing624-text2vec/trust.md) · [JSON](https://www.graphcanon.com/api/graphcanon/tools/shibing624-text2vec/trust)

## Categories

- [Vector Databases](/categories/vector-databases.md)

## Tags

text2vec, embeddings, nlp, python, sentence-embeddings, text-similarity, similarity, word2vec

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_+ 2 more not listed._

---

**Machine-readable endpoints**

- JSON: [`/api/graphcanon/tools/shibing624-text2vec`](/api/graphcanon/tools/shibing624-text2vec)
- LLM index: [/llms.txt](/llms.txt)
- Full corpus: [/llms-full.txt](/llms-full.txt)

_GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_