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A Journey from AI to LLMs and MCP - 10 - Sampling and Prompts in MCP — Making Agent Workflows Smarter and Safer
alexmercedcoder profile

A Journey from AI to LLMs and MCP - 10 - Sampling and Prompts in MCP — Making Agent Workflows Smarter and Safer

#ai #llm #modelcontextprotocol #mcp
16
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4 min read
The "S" in MCP Stands for Security
elenacross profile

The "S" in MCP Stands for Security

#mcp #ai #security #llm
2
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3 min read
A Journey from AI to LLMs and MCP - 7 - Under the Hood — The Architecture of MCP and Its Core Components
alexmercedcoder profile

A Journey from AI to LLMs and MCP - 7 - Under the Hood — The Architecture of MCP and Its Core Components

#ai #llm #modelcontextprotocol #mcp
7
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4 min read
A Journey from AI to LLMs and MCP - 8 - Resources in MCP — Serving Relevant Data Securely to LLMs
alexmercedcoder profile

A Journey from AI to LLMs and MCP - 8 - Resources in MCP — Serving Relevant Data Securely to LLMs

#ai #mcp #llm #modelcontextprotocol
1
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4 min read
Announcing: Native Support for LangChain
collhar profile

Announcing: Native Support for LangChain

#langchain #llm #mcp #genai
7
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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
alexmercedcoder profile

A Journey from AI to LLMs and MCP - 9 - Tools in MCP — Giving LLMs the Power to Act

#ai #llm #modelcontextprotocol #mcp
2
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4 min read
A Journey from AI to LLMs and MCP - 2 - How LLMs Work — Embeddings, Vectors, and Context Windows
alexmercedcoder profile

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

#ai #modelcontextprotocol #mcp #llm
1
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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
alexmercedcoder profile

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

#ai #llm #modelcontextprotocol #mcp
Comments
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
alexmercedcoder profile

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

#modelcontextprotocol #ai #llm #mcp
1
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4 min read
A Journey from AI to LLMs and MCP - 5 - AI Agent Frameworks — Benefits and Limitations
alexmercedcoder profile

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

#ai #llm #mcp #modelcontextprotocol
2
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6 min read
A Journey from AI to LLMs and MCP - 3 - Boosting LLM Performance — Fine-Tuning, Prompt Engineering, and RAG
alexmercedcoder profile

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

#ai #llm #mcp #modelcontextprotocol
Comments
4 min read
Building a Basic MCP Server with Python
alexmercedcoder profile

Building a Basic MCP Server with Python

#ai #langchain #mcp #llm
19
Comments 4
12 min read
🧠 Diagram2Graph: Fine-Tuning a Vision Language Model to Extract Knowledge Graphs from Diagrams
sujiths profile

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

#machinelearning #ai #llm #nlp
8
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3 min read
Tiny Experiments: Embracing Iterative Growth and Self-Discovery
foxgem profile

Tiny Experiments: Embracing Iterative Growth and Self-Discovery

#agile #learning #ai #llm
2
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5 min read
I explain the Model Context Protocol or MCP used to interact with LLMs
zeedu_dev profile

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

#ai #softwarearhitecture #llm #mcp
7
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5 min read
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