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A Journey from AI to LLMs and MCP - 8 - Resources in MCP — Serving Relevant Data Securely to LLMs
Alex Merced
Alex Merced
Alex Merced
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Apr 5
A Journey from AI to LLMs and MCP - 8 - Resources in MCP — Serving Relevant Data Securely to LLMs
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mcp
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modelcontextprotocol
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4 min read
A Journey from AI to LLMs and MCP - 10 - Sampling and Prompts in MCP — Making Agent Workflows Smarter and Safer
Alex Merced
Alex Merced
Alex Merced
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Apr 5
A Journey from AI to LLMs and MCP - 10 - Sampling and Prompts in MCP — Making Agent Workflows Smarter and Safer
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4 min read
A Journey from AI to LLMs and MCP - 7 - Under the Hood — The Architecture of MCP and Its Core Components
Alex Merced
Alex Merced
Alex Merced
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Apr 5
A Journey from AI to LLMs and MCP - 7 - Under the Hood — The Architecture of MCP and Its Core Components
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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
Alex Merced
Alex Merced
Alex Merced
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Apr 5
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 - 9 - Tools in MCP — Giving LLMs the Power to Act
Alex Merced
Alex Merced
Alex Merced
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Apr 5
A Journey from AI to LLMs and MCP - 9 - Tools in MCP — Giving LLMs the Power to Act
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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
Alex Merced
Alex Merced
Alex Merced
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Apr 5
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
A Journey from AI to LLMs and MCP - 3 - Boosting LLM Performance — Fine-Tuning, Prompt Engineering, and RAG
Alex Merced
Alex Merced
Alex Merced
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Apr 5
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 - 5 - AI Agent Frameworks — Benefits and Limitations
Alex Merced
Alex Merced
Alex Merced
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Apr 5
A Journey from AI to LLMs and MCP - 5 - AI Agent Frameworks — Benefits and Limitations
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6 min read
A Journey from AI to LLMs and MCP - 2 - How LLMs Work — Embeddings, Vectors, and Context Windows
Alex Merced
Alex Merced
Alex Merced
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Apr 5
A Journey from AI to LLMs and MCP - 2 - How LLMs Work — Embeddings, Vectors, and Context Windows
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4 min read
Expectations vs Reality: Adopting LLMs in Product Engineering
gauravsoni
gauravsoni
gauravsoni
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Apr 5
Expectations vs Reality: Adopting LLMs in Product Engineering
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3 min read
Securing Kubernetes Using Honeypots to Detect and Prevent Lateral Movement Attacks
Mario Candela
Mario Candela
Mario Candela
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Apr 5
Securing Kubernetes Using Honeypots to Detect and Prevent Lateral Movement Attacks
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3 min read
Tiny Experiments: Embracing Iterative Growth and Self-Discovery
foxgem
foxgem
foxgem
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Apr 5
Tiny Experiments: Embracing Iterative Growth and Self-Discovery
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5 min read
AI Codebase Knowledge Builder (Full Dev Tutorial!)
Zachary Huang
Zachary Huang
Zachary Huang
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Apr 4
AI Codebase Knowledge Builder (Full Dev Tutorial!)
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16 min read
Do you use LLMs? And some podcast recommendations
Adolfo Neto
Adolfo Neto
Adolfo Neto
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Apr 4
Do you use LLMs? And some podcast recommendations
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2 min read
Vector Dimensions: Handle with Care!
Sathish
Sathish
Sathish
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Apr 4
Vector Dimensions: Handle with Care!
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3 min read
Crawling web sites using “Data Prep Kit”
Alain Airom
Alain Airom
Alain Airom
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Apr 4
Crawling web sites using “Data Prep Kit”
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4 min read
Introduce Relysium - Cursor alternative for Emacs
Dung Nguyen
Dung Nguyen
Dung Nguyen
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Apr 4
Introduce Relysium - Cursor alternative for Emacs
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1 min read
🧠Diagram2Graph: Fine-Tuning a Vision Language Model to Extract Knowledge Graphs from Diagrams
Sujith S
Sujith S
Sujith S
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Apr 5
🧠Diagram2Graph: Fine-Tuning a Vision Language Model to Extract Knowledge Graphs from Diagrams
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5
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3 min read
Embeddings Demystified: Math, Meaning & Machines
Sathish
Sathish
Sathish
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Apr 3
Embeddings Demystified: Math, Meaning & Machines
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rag
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3 min read
Using Docling’s OCR features with RapidOCR
Alain Airom
Alain Airom
Alain Airom
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Apr 3
Using Docling’s OCR features with RapidOCR
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23 min read
Introducing Claude Crew: Enhancing Claude Desktop's Coding Agent Capabilities
kimuson
kimuson
kimuson
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Apr 3
Introducing Claude Crew: Enhancing Claude Desktop's Coding Agent Capabilities
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6 min read
Building and running AI applications all in one place (prompts, notebooks, agents…); watsonx.ai studio!
Alain Airom
Alain Airom
Alain Airom
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Apr 2
Building and running AI applications all in one place (prompts, notebooks, agents…); watsonx.ai studio!
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8 min read
Vector Database Indexing: A Comprehensive Guide
foxgem
foxgem
foxgem
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Apr 2
Vector Database Indexing: A Comprehensive Guide
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7 min read
AI and Pizza: Can Language Models Take Your Order Without Messing It Up?
owly
owly
owly
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Apr 1
AI and Pizza: Can Language Models Take Your Order Without Messing It Up?
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2 min read
From PDF Hell to Structured Data: Building Parsie with Azure AI and GPT-4o
AliceLe
AliceLe
AliceLe
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Apr 1
From PDF Hell to Structured Data: Building Parsie with Azure AI and GPT-4o
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3 min read
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