janome
tika-python
| janome | tika-python | |
|---|---|---|
| 2 | 4 | |
| 828 | 1,424 | |
| - | - | |
| 5.2 | 2.2 | |
| 11 months ago | about 1 month ago | |
| Python | Python | |
| Apache License 2.0 | Apache License 2.0 |
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janome
- [discussion] Open AI api translations
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[Computer Stuff] What's the best way to split a Japanese sentence into "words"?
I did program stuff like that a bit in Korean and Japanese. So, in short, these tools/libraries are called 'Tokenizers'. I.e. search for "Japanese tokenizer", it will also tell you that MeCab is one of them. There is no good/easy way to split words in Japanese with simple algorithms, so these libraries, that are based on statistics or AI, will be your only choice. There is a good example sentence that shows how futile this would be without those libraries: "すもももももももものうち". From here.
tika-python
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Document Parsing - an unsolved problem?
At my previous job we had the same problem which we solved by using Tika. We called it on the server along with other stuff, but there is also a Python binding.
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Extract text from PDF
Tika is from Apache so yes its original code base is Java but it has bindings in other languages. Checkout Tika-Python!
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Extract text from documents
The Textractor instance is the main entrypoint for extracting text. This method is backed by Apache Tika, a robust text extraction library written in Java. Apache Tika has support for a large number of file formats: PDF, Word, Excel, HTML and others. The Python Tika package automatically installs Tika and starts a local REST API instance used to read extracted data.
What are some alternatives?
kanji-data - A JSON kanji dataset with updated JLPT levels and WaniKani information
EasyOCR - Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
asian-comprehension-worksheet-generator - Create worksheet to learn Asian language (eg. Chinese) and practice reading and writing in grid format. Perfect tool for kid and beginner.
txtai - 💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
wakaranai - An educational tool for learning hiragana and katakana
layout-parser - A Unified Toolkit for Deep Learning Based Document Image Analysis
skweak - skweak: A software toolkit for weak supervision applied to NLP tasks
py-pdf-parser - A Python tool to help extracting information from structured PDFs.
transformers - 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
contextualized-topic-models - A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coherent topics. Published at EACL and ACL 2021 (Bianchi et al.).
languagepod101-scraper - Python scraper for Language Pods such as Japanesepod101.com :japanese_ogre: :japan: :sushi: Compatible with Japanese, Chinese, French, German, Italian, Korean, Portuguese, Russian, Spanish and many more! ✨
paperai - 📄 🤖 Semantic search and workflows for medical/scientific papers