chinawithfrank/ChatBotCourse resource

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6017 stars · 1646 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

A Chinese-language tutorial series (with accompanying Python code) that teaches how to build a chatbot from scratch, covering NLP fundamentals like tokenization, POS tagging, parsing, and deep learning approaches such as word2vec, CNN, and RNN. It is structured as a sequence of blog articles hosted externally, with this repository serving as the code companion and index.

Use cases

• learn how to build a chatbot from scratch
• learn NLP basics like tokenization and POS tagging
• understand word2vec and language models
• study Chinese word segmentation techniques
• learn deep learning applied to NLP
• find chatbot training corpus resources

When to choose

• you want a step-by-step guided introduction to NLP and chatbot building in Chinese
• you are a beginner wanting both theory articles and runnable Python code
• you want to learn classic NLP plus deep learning techniques like word2vec and RNN

When to avoid

• you need a production-ready chatbot framework or library
• you need modern LLM-based chatbot techniques (the material predates transformers)
• you cannot read Chinese, since all content is in Chinese

Facets

learning-resource · maturity maintenance

nlp chatbot machine-learning deep-learning chatbots tutorials artificial-intelligence python cross-platform tutorial-series chinese-language nltk word2vec text-classification chinese-nlp natural-language-processing

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