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Adding Support for Retrieval-Augmented Generation (RAG) to AI Orchestrator

12 May 2025

rag,mcp,AI Orchestrator,CleverChatty,llm,AI Assistant

Adding Support for Retrieval-Augmented Generation (RAG) to AI Orchestrator

Good news! I've extended my lightweight AI orchestrator, CleverChatty, to support Retrieval-Augmented Generation (RAG) by integrating it using the Model Context Protocol (MCP).

Quick Reca

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Easily Switch Transport Protocols in MCP Servers

7 May 2025

transport,mcp,servers,programming

Easily Switch Transport Protocols in MCP Servers

I would like to expose one more benefit of the Model Context Protocol (MCP) — the ability to easily change the transport protocol. There are three different transport protocols available now, and each

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An Underrated Feature of MCP Servers: Client Notifications

6 May 2025

notifications,AI,mcp

An Underrated Feature of MCP Servers: Client Notifications

In recent months, the Model Context Protocol (MCP) has gained a lot of traction as a powerful foundation for building AI assistants. While many developers are familiar with its core request-response f

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Implementing AI Chat Memory with MCP

30 April 2025

Implementing AI Chat Memory with MCP

Recently, I introduced the idea of using MCP (Model Context Protocol) to implement memory for AI chats and assistants. The core concept is to separate the assistant's memory from its core logic, turni

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Introducing CleverChatty – An AI Assistant Package for Go 🤖🐹

28 April 2025

AI,chatbots,Go

Introducing CleverChatty – An AI Assistant Package for Go 🤖🐹

I'm excited to introduce a new package for Go developers: CleverChatty.
CleverChatty implements the core functionality of an AI chat system. It e

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Benefits of Using MCP to Implement AI Chat Memory

18 April 2025

memory,AI,conversational agents

Benefits of Using MCP to Implement AI Chat Memory

Implementing memory for AI assistants or conversational AI tools remains a complex engineering challenge. Large Language Models (LLMs) like ChatGPT are stateless by design—they only retain knowledge u

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