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Natural Language Processing

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

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16 Days, 4.7M Params, Zero Black Boxes: Building a White-box Chinese Cognition Engine from Scratch

16 Days, 4.7M Params, Zero Black Boxes: Building a White-box Chinese Cognition Engine from Scratch

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5 min read
From "I Understood Nothing" to Building a RAG App

From "I Understood Nothing" to Building a RAG App

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7 min read
Fine-Tuning Large Language Models: A Practical Guide

Fine-Tuning Large Language Models: A Practical Guide

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6 min read
How Transformer Architecture Works — Encoder, Decoder, Tokens, and Context

How Transformer Architecture Works — Encoder, Decoder, Tokens, and Context

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6 min read
Smishi — an SMS phishing detector for Serbian/Bosnian/Croatian/Montenegrin

Smishi — an SMS phishing detector for Serbian/Bosnian/Croatian/Montenegrin

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3 min read
I built an AI tool that saves 80% LLM costs & catches hallucinations (Open Source)

I built an AI tool that saves 80% LLM costs & catches hallucinations (Open Source)

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2 min read
Yeni AI Modelleri ve Eğitim

Yeni AI Modelleri ve Eğitim

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2 min read
Samiksha AI: Universal Review & comment Analyzer

Samiksha AI: Universal Review & comment Analyzer

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1 min read
Extracting structured data from messy text: what worked for me

Extracting structured data from messy text: what worked for me

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3 min read
What embeddings are, explained by building one

What embeddings are, explained by building one

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2 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
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
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