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From 40% to 100% SQL Generation Accuracy: Why Local AI Needs Self-Correction, Not Perfect Prompts
Hady Walied
Hady Walied
Hady Walied
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Dec 2 '25
From 40% to 100% SQL Generation Accuracy: Why Local AI Needs Self-Correction, Not Perfect Prompts
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sql
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4 min read
Build Your First Remote MCP Server on Cloudflare Workers
AUGUSTO JOAQUIN RIVERA MUÑOZ
AUGUSTO JOAQUIN RIVERA MUÑOZ
AUGUSTO JOAQUIN RIVERA MUÑOZ
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Dec 1 '25
Build Your First Remote MCP Server on Cloudflare Workers
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2 min read
Understanding Large Language Models: A Developer's Guide
SATINATH MONDAL
SATINATH MONDAL
SATINATH MONDAL
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Jan 4
Understanding Large Language Models: A Developer's Guide
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22 min read
We Built an Open-Source Pipeline That Turned Meeting Notes Into a Live Knowledge Graph — And It Went Viral (200K Impressions)
Linghua Jin
Linghua Jin
Linghua Jin
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Jan 5
We Built an Open-Source Pipeline That Turned Meeting Notes Into a Live Knowledge Graph — And It Went Viral (200K Impressions)
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knowledgegraph
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2 min read
Complete Ollama Tutorial (2026) – LLMs via CLI, Cloud & Python
Vladislav Guzey
Vladislav Guzey
Vladislav Guzey
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Jan 4
Complete Ollama Tutorial (2026) – LLMs via CLI, Cloud & Python
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2
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4 min read
How to Use Claude Code with Qwen models for Free (Linux)
Mohsin Sheikhani
Mohsin Sheikhani
Mohsin Sheikhani
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Jan 3
How to Use Claude Code with Qwen models for Free (Linux)
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linux
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2 min read
The Common Roadblocks for AI Storytelling
Nick Goldstein
Nick Goldstein
Nick Goldstein
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Dec 14 '25
The Common Roadblocks for AI Storytelling
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2 min read
I Found an LLM Weakness. Fixing It Cut My Token Usage 50%.
Warner Bell
Warner Bell
Warner Bell
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Jan 3
I Found an LLM Weakness. Fixing It Cut My Token Usage 50%.
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ai
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optimization
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7 min read
Building a Production-Grade LLM Evaluation Framework: From Demo Datasets to Academic Benchmarks
Nahuel Giudizi
Nahuel Giudizi
Nahuel Giudizi
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Nov 30 '25
Building a Production-Grade LLM Evaluation Framework: From Demo Datasets to Academic Benchmarks
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benchmarking
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5 min read
RAG 2.0: Why Reranking Has Become the Core of Modern RAG Systems
Gervais Yao Amoah
Gervais Yao Amoah
Gervais Yao Amoah
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Jan 3
RAG 2.0: Why Reranking Has Become the Core of Modern RAG Systems
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ai
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rag
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4 min read
Understanding the logic behind 'Chat with PDF' apps by building a Retrieval-Augmented Generation agent manually.
Dhruv
Dhruv
Dhruv
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Dec 1 '25
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
DAVID JORDAN ANAMPA PANCCA
DAVID JORDAN ANAMPA PANCCA
DAVID JORDAN ANAMPA PANCCA
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Dec 4 '25
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
Bartek
Bartek
Bartek
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Nov 29 '25
Convert Multiple Data Formats into TOON - A New Way to Optimize LLM Input
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3 min read
Beyond Code Generation: LLMs for Code Understanding
Esteban S. Abait
Esteban S. Abait
Esteban S. Abait
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Jan 2
Beyond Code Generation: LLMs for Code Understanding
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codeunderstanding
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12 min read
How to Build an End‑to‑End LLM Evaluation Pipeline
Kuldeep Paul
Kuldeep Paul
Kuldeep Paul
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Nov 29 '25
How to Build an End‑to‑End LLM Evaluation Pipeline
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testing
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2 min read
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