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Natural Language Processing

NLP is Natural Language Processing the technology behind Home assistants and search engines.

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PII 偵測實測 : Regex vs BERT-NER vs Ensemble

PII 偵測實測 : Regex vs BERT-NER vs Ensemble

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2 min read
LLM-powered extraction kept silently corrupting my database. Here's what I built to fix it. tags: node, llm, opensource, api

LLM-powered extraction kept silently corrupting my database. Here's what I built to fix it. tags: node, llm, opensource, api

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3 min read
What Are Tokens and Why Do They Matter in LLMs?

What Are Tokens and Why Do They Matter in LLMs?

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3 min read
PermitFlow — The Construction Compliance Autopilot 🏗️🤖

PermitFlow — The Construction Compliance Autopilot 🏗️🤖

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1 min read
Best Translation APIs in 2026: Google, Azure, DeepL, LibreTranslate, and TranslateGemma

Best Translation APIs in 2026: Google, Azure, DeepL, LibreTranslate, and TranslateGemma

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3 min read
The hard part of an AI quiz generator isn't the questions — it's the wrong answers

The hard part of an AI quiz generator isn't the questions — it's the wrong answers

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2 min read
What Is GPT? A Practical Guide to Tokens, Transformers, Training, and Fine-Tuning

What Is GPT? A Practical Guide to Tokens, Transformers, Training, and Fine-Tuning

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12 min read
How to Translate Large Documents with an AI Translation API

How to Translate Large Documents with an AI Translation API

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4 min read
What Is Turkish-Language AI? Tokenizers, Training Data, and Language Model Development

What Is Turkish-Language AI? Tokenizers, Training Data, and Language Model Development

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9 min read
Which Is to Be Master? Language, Authority and LLMs

Which Is to Be Master? Language, Authority and LLMs

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14 min read
🤖 I Built a Semantic FAQ Bot That Understands Meaning Instead of Keywords | Project #4

🤖 I Built a Semantic FAQ Bot That Understands Meaning Instead of Keywords | Project #4

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3 min read
I Got Tired of Bad Fanfiction Recommendations, So I'm Building My Own Taste Engine

I Got Tired of Bad Fanfiction Recommendations, So I'm Building My Own Taste Engine

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3 min read
Evolution of Accuracy and Visual-Cognitive Errors in a Decade of Vision-Language AI Models

Evolution of Accuracy and Visual-Cognitive Errors in a Decade of Vision-Language AI Models

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9 min read
RAG - Meta Filtering and Reranking

RAG - Meta Filtering and Reranking

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3 min read
LLM self-review vs. a blind re-run on 160 gold-labeled name-matching pairs — no measurable difference at ceiling

LLM self-review vs. a blind re-run on 160 gold-labeled name-matching pairs — no measurable difference at ceiling

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7 min read
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