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Knowledge base in AI: why Q&A websites are a unique training asset

Knowledge base in AI: why Q&A websites are a unique training asset

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4 min read
Building a Custom MCP Server: A Python Calculator (Step-by-Step)

Building a Custom MCP Server: A Python Calculator (Step-by-Step)

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3 min read
The Model Context Protocol (MCP): A Comprehensive Technical Report

The Model Context Protocol (MCP): A Comprehensive Technical Report

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12 min read
Authorization for MCP: OAuth 2.1, PRMs, and Best Practices

Authorization for MCP: OAuth 2.1, PRMs, and Best Practices

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6 min read
รัน Typhoon 2.5 บน Colab ฟรี: จาก 30B (ไม่ไหว) สู่ 4B "Sweet Spot"

รัน Typhoon 2.5 บน Colab ฟรี: จาก 30B (ไม่ไหว) สู่ 4B "Sweet Spot"

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2 min read
Agentgateway Review: A Feature-Rich New AI Gateway

Agentgateway Review: A Feature-Rich New AI Gateway

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6 min read
From 40% to 100% SQL Generation Accuracy: Why Local AI Needs Self-Correction, Not Perfect Prompts

From 40% to 100% SQL Generation Accuracy: Why Local AI Needs Self-Correction, Not Perfect Prompts

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4 min read
Fundamentals of Large Language Models: Understanding LLM Architectures

Fundamentals of Large Language Models: Understanding LLM Architectures

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5 min read
Build Your First Remote MCP Server on Cloudflare Workers

Build Your First Remote MCP Server on Cloudflare Workers

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2 min read
Why GPUs Ate the AI World

Why GPUs Ate the AI World

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8 min read
Low-Cost RAG API Using AWS Lambda & Bedrock

Low-Cost RAG API Using AWS Lambda & Bedrock

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4 min read
Building a Production-Grade LLM Evaluation Framework: From Demo Datasets to Academic Benchmarks

Building a Production-Grade LLM Evaluation Framework: From Demo Datasets to Academic Benchmarks

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5 min read
Understanding the logic behind 'Chat with PDF' apps by building a Retrieval-Augmented Generation agent manually.

Understanding the logic behind 'Chat with PDF' apps by building a Retrieval-Augmented Generation agent manually.

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1 min read
Building a Remote MCP Server and Connecting It to Any MCP Client

Building a Remote MCP Server and Connecting It to Any MCP Client

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3 min read
Convert Multiple Data Formats into TOON - A New Way to Optimize LLM Input

Convert Multiple Data Formats into TOON - A New Way to Optimize LLM Input

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3 min read
I Built a Mini ChatGPT in Just 10 Lines Using LangChain (Part 1)

I Built a Mini ChatGPT in Just 10 Lines Using LangChain (Part 1)

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3 min read
How to Build an End‑to‑End LLM Evaluation Pipeline

How to Build an End‑to‑End LLM Evaluation Pipeline

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2 min read
Run OSS LLMs on a Single H100 Smarter, Cheaper, Faster

Run OSS LLMs on a Single H100 Smarter, Cheaper, Faster

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5 min read
Introducing gitresume, an open-source cli tool for building résumé with LLM support

Introducing gitresume, an open-source cli tool for building résumé with LLM support

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2 min read
Agentic CI with Buildkite: Three practical examples

Agentic CI with Buildkite: Three practical examples

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10 min read
How to Debug LLM Failures: A Comprehensive Guide for AI Engineers

How to Debug LLM Failures: A Comprehensive Guide for AI Engineers

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9 min read
AnimeSubs an LLM Subtitle Translator

AnimeSubs an LLM Subtitle Translator

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3 min read
Frontier LLMs: Their Strengths and Pitfalls

Frontier LLMs: Their Strengths and Pitfalls

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5 min read
🚀 The Hard Reality of Scaling AI Projects

🚀 The Hard Reality of Scaling AI Projects

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5 min read
Training LLMs on Mixed GPUs: My Experiments and What I Learnt

Training LLMs on Mixed GPUs: My Experiments and What I Learnt

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13 min read
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