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1. Building a 100% local MCP Client

   This article details how to build a 100% local MCP (Model Context Protocol) client using LlamaIndex, Ollama, and LightningAI. It provides a code walkthrough and explanation of the process, including setting up an SQLite MCP server and a locally served LLM.

   2026-01-04 Tags: mcp, llamaindex, ollama, llm, local, data science, python, sqlite, agent, rag, dailydoseofds by klotz
2. Llama, Llama, Llama: 3 Simple Steps to Local RAG with Your Content

   This article guides you through the process of building a local RAG (Retrieval-Augmented Generation) system using Llama 3, Ollama for model management, and LlamaIndex as the RAG framework. The tutorial demonstrates how to get a basic local RAG system up and running with just a few lines of code.

   2024-06-21 Tags: llama 3, ollama, llamaindex, rag, localllama, llm by klotz

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