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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
Is Siri AI? How Apple's Voice Assistant Really Works

Is Siri AI? How Apple's Voice Assistant Really Works

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4 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
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
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
I Built the Resume-vs-JD Scorer Every ATS Uses — In 30 Lines of JavaScript

I Built the Resume-vs-JD Scorer Every ATS Uses — In 30 Lines of JavaScript

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3 min read
Infinigram: Variable-Length N-grams via Suffix Arrays

Infinigram: Variable-Length N-grams via Suffix Arrays

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2 min read
I Built a Hate Speech Detector That Actually Knows the Difference Between Offensive and Hateful

I Built a Hate Speech Detector That Actually Knows the Difference Between Offensive and Hateful

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4 min read
Neura-FA-EN-1.9B: The Lightweight Bilingual Model That Changed My Local AI Workflow

Neura-FA-EN-1.9B: The Lightweight Bilingual Model That Changed My Local AI Workflow

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6 min read
Understanding Attention in Transformers — Intuition Before Equations

Understanding Attention in Transformers — Intuition Before Equations

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3 min read
Building a Conversational AI Agent with Python and Rasa: A Step‑by‑Step Guide

Building a Conversational AI Agent with Python and Rasa: A Step‑by‑Step Guide

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4 min read
Can LLMs save themselves from verbosity?

Can LLMs save themselves from verbosity?

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4 min read
GPT-3.5-Turbo drops from 90% accuracy to 50% when the answer sits in the middle of a 20k-token prompt instead of the sta

GPT-3.5-Turbo drops from 90% accuracy to 50% when the answer sits in the middle of a 20k-token prompt instead of the sta

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1 min read
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