Build Your Own MCP Server in Python & Connect It to Gemini AI
Large Language Models (LLMs) are exceptionally powerful at reasoning and text generation, but they are naturally isolated from your local data, enterprise tools, and custom backend APIs. The Model Context Protocol (MCP) bridges this gap by providing an open, standardized ...
3 Easy Steps to Train Local AI Model Ollama: Beginner Guide
Why Train local AI model Ollama?Get Started With OllamaPrerequisitesStep 1: Create Your Custom ModelfileUnderstanding "Temperature"Step 2: Build Your ModelStep 3: Run and Test Your AIConclusionUseful ParametersMax tokensContext windowTopPRepeat penaltyWhere model is saved?macOSWindowsLinuxBest practice for your use caseImportant thing many people ...
AI File Organizer: 7 Powerful Steps to Clean Your Messy Computer
Introduction: The Problem of Digital ClutterThe Hidden Cost of a Messy ComputerWhy Manual Cleaning FailsWhat is Ollama? (The Engine)Block-by-Block ExplanationEnvironment Setup & ConfigurationScanning the Messy FolderThe "Magic" Prompt EngineeringCommunication with Ollama APIThe Safety Net (Dry Run & Confirmation)User Confirmation Shutil ...
GraphRAG using Ollama – Build a Knowledge Graph in 11 Powerful Steps
GraphRAG using Ollama: Build a Local Knowledge Graph in 11 StepsWhy Choose GraphRAG over Traditional RAG?Install DependenciesDefine Input DocumentsConfigure OllamaCreate Relationship Extraction PromptSet Up Safe API CallsExtract Relationships (JSON-Safe)Build the Knowledge GraphQuery NormalizationRetrieve Facts from GraphGenerate GraphRAG AnswerRun the Interactive ...
SQLite with Python: Create Tables and Insert Data in a Local Database 3 Common Mistakes
IntroWhat is SQLite?Why Use SQLite with Python?Creating an SQLite Database LocallyConnecting SQLite Database with PythonCommon Mistakes Beginners MakeForgetting to commit changesUsing the wrong database file pathClosing the connection too earlyWatch the Full Video Tutorial Intro In this SQLite with Python ...
