# chatopera/Synonyms

:herb: 中文近义词：聊天机器人，智能问答工具包

Repository: https://github.com/chatopera/Synonyms
Canonical: https://ross.abutalabs.com/products/synonyms
Homepage: https://bot.chatopera.com/
Language: Python
License: NOASSERTION
License Family: other
Topics: synonyms, nlp, chatbot, ai
Last push: 2026-02-01T02:48:25+00:00

## Health v2 (maintenance only)
Score: 52/100 (v2, computed 2026-09-02T17:46:02.011165+00:00)
- activity 65, release rhythm 8, longevity 100
- inputs: {"age_days": 3264, "days_push": 213, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_license
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 5111, forks 886 (observed 2026-08-28T04:09:10.761805+00:00)

## What it is
A Python library for Chinese synonym lookup and semantic similarity computation, built on word vector models for NLP and chatbot use cases. It supports tasks like keyword extraction, semantic similarity, and retrieval-augmented generation, though model downloads now require a paid license.

## Use cases
- find synonyms for Chinese words
- compute semantic similarity between Chinese sentences
- extract keywords from Chinese text
- build a Chinese chatbot or QA system
- improve search relevance with Chinese synonyms
- support RAG retrieval with Chinese embeddings

## When to choose
- you need Chinese-language synonym or similarity features in a Python project
- you are building Chinese NLU for chatbots or intelligent Q&A
- you want word-vector-based semantic matching for Chinese text

## When to avoid
- you need a fully open-source solution without purchasing a license
- your project involves non-Chinese languages
- you cannot download large model files or access the Chatopera license store

## Facets
- artifact type: library
- maturity: active
- function: nlp, machine-learning, search-engine
- domain: chatbots, machine-learning
- platform: python, windows
- tags: chinese, synonyms, word-vectors, similarity, word-embedding, license-required, natural-language-processing, linux, macos

## Member repositories
- chatopera/Synonyms (main) score 52

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:09:10.761805+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 2026-08-29T18:02:08.981821+00:00, confidence not recorded.
  - readme: https://github.com/chatopera/Synonyms (fetched 2026-08-28T04:09:10.761805+00:00, sha 3481736c5a02)
  - homepage: https://bot.chatopera.com/ (fetched 2026-08-29T08:56:58.821301+00:00, sha 81abc87ea55a)
  - registry_pypi: https://pypi.org/pypi/synonyms/json (fetched 2026-08-29T08:56:58.830413+00:00, sha 3df72df9984d)
- Data as of 2026-08-30T08:39:29.467469+00:00.