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Natural Language Processing

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

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Day 7 - Dense Embedding - RAG

Day 7 - Dense Embedding - RAG

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2 min read
LLM Self-Preference Bias: How Anonymized Peer Review Fixes It

LLM Self-Preference Bias: How Anonymized Peer Review Fixes It

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7 min read
How Self-Attention Works — QKV, Softmax, and Matrix Computation

How Self-Attention Works — QKV, Softmax, and Matrix Computation

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5 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
How Attention Actually Works — From Next-Token Prediction to QKV Intuition

How Attention Actually Works — From Next-Token Prediction to QKV Intuition

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3 min read
Day 9 - Sparse embedding continued - RAG

Day 9 - Sparse embedding continued - RAG

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2 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
How ChatGPT/Gemini/MS Copilot Understands Your Question: A Step-by-Step Journey from Input to Response

How ChatGPT/Gemini/MS Copilot Understands Your Question: A Step-by-Step Journey from Input to Response

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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
How We Built a Sub-200ms Multilingual Chat System Translating 100+ Languages with Our Own LLM

How We Built a Sub-200ms Multilingual Chat System Translating 100+ Languages with Our Own LLM

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8 min read
The 4 NLP stages between raw YouTube subtitles and a flashcard you'd actually study

The 4 NLP stages between raw YouTube subtitles and a flashcard you'd actually study

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3 min read
Generation 1 — Standalone Models (2018–2022)

Generation 1 — Standalone Models (2018–2022)

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5 min read
# Why "drift_score = 0.0" Is Not Yet Evidence of Semantic Stability — and What Your n=251 vs cap=200 Mismatch Actually Costs by: Eyoel Nebiyu

# Why "drift_score = 0.0" Is Not Yet Evidence of Semantic Stability — and What Your n=251 vs cap=200 Mismatch Actually Costs by: Eyoel Nebiyu

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6 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
I Built an AI Assistant for Bangladesh — Introducing RexiO

I Built an AI Assistant for Bangladesh — Introducing RexiO

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2 min read
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