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Context layer uses LocalWordEmbedder not plain TF-IDF: - jieba segmentation, TF-IDF weights, sliding window PMI co-occurrence - Document/Indexer layers still use char-bigram TF-IDF (TFIDFVectorizer) - Add 'protect last 10 events' detail to Context pruning description