Ezra 聖經語意搜尋 - Semantic Search Engine for Chinese Bible

應用語意搜尋技術的聖經經文搜尋器，通過新型的自然語言處理技術，了解字詞的意思來進行搜尋。即使經文內詞彙的字眼不一樣，只要意思相近，也有機會被搜尋出來。

Semantic search engine for Chinese Bible, applying state-of-the-art natural language processing techniques, which is able to search for relevant biblical text by the meaning of search keywords.

搜尋「喜樂 事奉」的結果：

安裝

• 系統需求：Python 3.8 或以上（較低版本或許也可以，但沒有詳細測試）
• 使用 pip 安裝：

pip install ezra-search

• 手動安裝：詳細步驟

用法

Python module

>>> import ezra
>>> results = ezra.search("喜樂 事奉", top_k=3)
....
>>> for r in results:
...     print(r.to_dict())
... 
{'text': '所以，弟兄們，我以神的慈悲勸你們，將身體獻上，當作活祭，是聖潔的，是神所喜悅的；你們如此事奉乃是理所當然的。', 'ref': {'book': 'rom', 'chap': 12, 'vers': 1}, 'score': 1.7845185866114202, 'kw_scores': {'喜悅': 0.78451858661142, '事奉': 1.0}}
{'text': '「因為你富有的時候，不歡心樂意地事奉耶和華─你的神，', 'ref': {'book': 'deut', 'chap': 28, 'vers': 47}, 'score': 1.609989717447291, 'kw_scores': {'歡心': 0.609989717447291, '事奉': 1.0}}
{'text': '希該喜悅以斯帖，就恩待她，急忙給她需用的香品和她所當得的分，又派所當得的七個宮女服事她，使她和她的宮女搬入女院上好的房屋。', 'ref': {'book': 'esth', 'chap': 2, 'vers': 9}, 'score': 1.580993769747976, 'kw_scores': {'喜悅': 0.78451858661142, '服事': 0.7964751831365557}}

Web App

自帶簡單的 Web 介面：

安裝後可以 flask 或 gunicorn 直接起動，但目前不支援 multiprocessing/multithreading

• flask

FLASK_APP=ezra flask run --without-threads

• gunicorn（需另行安裝）

gunicorn --workers=1 --threads=1 'ezra:create_app()'

數據來源

和合本經文、人名和地名資料來自「信望愛信仰與聖經資源中心」：https://bible.fhl.net/public 。

語意模型採用了 ConceptNet Numberbatch 的中文詞彙部分，由 Luminoso Technologies, Inc. 以 CC-By-SA 4.0 條款授權。

版權相關

項目以 GNU AGPLv3 條款授權， 基本上是自由使用、分發和修改，但修改後發佈的話煩請列明改動。

Ezra 聖經語意搜尋，應用語意模型的聖經經文搜尋器。
Copyright (C) 2021 Ken Hung

This program is free software: you can redistribute it and/or modify it under the terms of the GNU Affero General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version.

This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Affero General Public License for more details.

You should have received a copy of the GNU Affero General Public License along with this program. If not, see https://www.gnu.org/licenses/.

This work includes data from ConceptNet 5, which was compiled by the Commonsense Computing Initiative. ConceptNet 5 is freely available under the Creative Commons Attribution-ShareAlike license (CC-By-SA 4.0) from http://conceptnet.io.

The included data was created by contributors to Commonsense Computing projects, contributors to Wikimedia projects, Games with a Purpose, Princeton University's WordNet, DBPedia, Unicode, Jim Breen, MDBG, and Cycorp's OpenCyc.