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A Journey from AI to LLMs and MCP - 2 - How LLMs Work — Embeddings, Vectors, and Context Windows
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A Journey from AI to LLMs and MCP - 2 - How LLMs Work — Embeddings, Vectors, and Context Windows

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4 min read
A Journey from AI to LLMs and MCP - 6 - Enter the Model Context Protocol (MCP) — The Interoperability Layer for AI Agents
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A Journey from AI to LLMs and MCP - 6 - Enter the Model Context Protocol (MCP) — The Interoperability Layer for AI Agents

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4 min read
A Journey from AI to LLMs and MCP - 3 - Boosting LLM Performance — Fine-Tuning, Prompt Engineering, and RAG
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A Journey from AI to LLMs and MCP - 3 - Boosting LLM Performance — Fine-Tuning, Prompt Engineering, and RAG

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4 min read
A Journey from AI to LLMs and MCP - 4 - What Are AI Agents — And Why They're the Future of LLM Applications
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A Journey from AI to LLMs and MCP - 4 - What Are AI Agents — And Why They're the Future of LLM Applications

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4 min read
Announcing: Native Support for LangChain
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Announcing: Native Support for LangChain

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4 min read
A Journey from AI to LLMs and MCP - 5 - AI Agent Frameworks — Benefits and Limitations
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A Journey from AI to LLMs and MCP - 5 - AI Agent Frameworks — Benefits and Limitations

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6 min read
Document Whisperer: Llama-4-Scout and the Future of Intelligent Content Extraction

Document Whisperer: Llama-4-Scout and the Future of Intelligent Content Extraction

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5 min read
Building a Basic MCP Server with Python
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Building a Basic MCP Server with Python

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12 min read
🧠 Diagram2Graph: Fine-Tuning a Vision Language Model to Extract Knowledge Graphs from Diagrams
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🧠 Diagram2Graph: Fine-Tuning a Vision Language Model to Extract Knowledge Graphs from Diagrams

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3 min read
LLMs bias towards other LLMs

LLMs bias towards other LLMs

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2 min read
Expectations vs Reality: Adopting AI (LLM) in Product Engineering

Expectations vs Reality: Adopting AI (LLM) in Product Engineering

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3 min read
Tiny Experiments: Embracing Iterative Growth and Self-Discovery

Tiny Experiments: Embracing Iterative Growth and Self-Discovery

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5 min read
AI Codebase Knowledge Builder (Full Dev Tutorial!)
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AI Codebase Knowledge Builder (Full Dev Tutorial!)

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16 min read
I explain the Model Context Protocol or MCP used to interact with LLMs
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I explain the Model Context Protocol or MCP used to interact with LLMs

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5 min read
How to build MCP servers with TypeScript SDK
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How to build MCP servers with TypeScript SDK

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8 min read
Code Explanation: "Repomix: Codebase Packaging for AI Consumption"

Code Explanation: "Repomix: Codebase Packaging for AI Consumption"

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5 min read
Do you use LLMs? And some podcast recommendations

Do you use LLMs? And some podcast recommendations

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2 min read
Crawling web sites using “Data Prep Kit”

Crawling web sites using “Data Prep Kit”

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4 min read
Introduce Relysium - Cursor alternative for Emacs
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Introduce Relysium - Cursor alternative for Emacs

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1 min read
Generative AI on AWS: Fine-Tuning LLMs with SageMaker JumpStart
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Generative AI on AWS: Fine-Tuning LLMs with SageMaker JumpStart

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2 min read
Embeddings Demystified: Math, Meaning & Machines

Embeddings Demystified: Math, Meaning & Machines

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3 min read
Using Docling’s OCR features with RapidOCR

Using Docling’s OCR features with RapidOCR

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23 min read
In search of a BigQuery agent in LangChain, I built a Toolkit that acts as a BigQuery agent for Text-to-SQL.
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In search of a BigQuery agent in LangChain, I built a Toolkit that acts as a BigQuery agent for Text-to-SQL.

1
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4 min read
Deployable On-Premises RAG

Deployable On-Premises RAG

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1 min read
The Evolution of Code Generation LLMs & Their Impact
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The Evolution of Code Generation LLMs & Their Impact

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1 min read
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