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Natural Language Processing

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

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What embeddings are, explained by building one

What embeddings are, explained by building one

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2 min read
RAG - Semantic Caching

RAG - Semantic Caching

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3 min read
Translating 'I missed you' so it doesn't land like a form letter

Translating 'I missed you' so it doesn't land like a form letter

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1 min read
Part 3 — Vector Retrieval in Domain-Specific Terminology Scenarios: From Model Selection to Dual Validation

Part 3 — Vector Retrieval in Domain-Specific Terminology Scenarios: From Model Selection to Dual Validation

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10 min read
BERT vs BERT+BiLSTM: I Expected BiLSTM to Beat BERT on Hinglish Toxicity. It Didn't

BERT vs BERT+BiLSTM: I Expected BiLSTM to Beat BERT on Hinglish Toxicity. It Didn't

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5 min read
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
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
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
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
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
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