Ross ROSS = Recommend OSS · open-source software intelligence for agents

liuhuanyong/TextGrapher

Text Content Grapher based on keyinfo extraction by NLP method。输入一篇文档,将文档进行关键信息提取,进行结构化,并最终组织成图谱组织形式,形成对文章语义信息的图谱化展示。 observed · 2026-08-28

github.com/liuhuanyong/TextGrapher · Python observed · 2026-08-28

Health v2 · maintenance only

32/100

  • Activity 0
  • Release rhythm 35
  • Longevity 100

Flags: no_releases no_license

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.

  • gap_med: n/a
  • age_days: 2961
  • days_rel: n/a
  • days_push: 1778
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

1468 stars · 361 forks observed · 2026-08-28

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

A Python library that extracts key information (high-frequency words, keywords, named entities, subject-verb-object phrases) from a document and organizes it into a graph structure. It renders the semantic representation of the text as an interactive knowledge graph in an HTML file.

Use cases

  • convert a document into a knowledge graph
  • extract keywords and entities from Chinese text
  • visualize the semantic structure of an article
  • summarize a document as a graph
  • mine events from news text

When to choose

  • you need a quick graph-based semantic overview of a Chinese-language document
  • you want keyword, NER, and SVO extraction combined into one visualization

When to avoid

  • you need production-grade NLP accuracy or active maintenance
  • you need multilingual support beyond Chinese
  • you require a maintained license or long-term support

Facets

library · maturity maintenance

nlp data-visualization parser data-visualization artificial-intelligence python knowledge-graph text-summarization keyphrase-extraction named-entity-recognition chinese-nlp graph-visualization natural-language-processing

1 source

Member repositories

RepositoryRoleHealth v2
liuhuanyong/TextGraphermain32

For agents

markdown · JSON · MCP: product_card(name="liuhuanyong/TextGrapher")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem