GraphRAG using Ollama – Build a Knowledge Graph in 11 Powerful Steps
GraphRAG using OllamaWhy GraphRAG (Instead of Normal RAG)?Tech Stack UsedStep 1: Install DependenciesStep 2: Define Documents (Input Knowledge)Step 3: Ollama ConfigurationStep 4: Relationship Extraction PromptStep 5: Call Ollama SafelyStep 6: Extract Relationships (JSON-Safe)Step 7: Build Knowledge GraphStep 8: Query NormalizationStep ...
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 ...
n8n YouTube Automation: Ultimate 100% Local AI Setup | Secure Local AI
n8n youtube automationWhat Is n8n?What Is Ollama?Running Ollama with DockerCalling the Ollama HTTP API from n8nFilter and Clean API Output Using JavaScript in n8nUsing Dynamic Expressions in the YouTube Node (n8n)Finally we Automated flow n8n youtube automation n8n youtube automation, ...
Ollama RAG Tutorial for Beginners using ChromaDB, LangChain (Proven Powerful 1 Local AI Guide)
LangChain RAG tutorialRetrieval Augmented Generation PythonOllama embeddings RAGChromaDB vector databaseComplete CodeOllama RAG Tutorial for Beginners Complete Playlist LangChain RAG tutorial Ollama RAG Tutorial for Beginners, This tutorial RAG with Ollama and ChromaDB demonstrates how to build a local Retrieval-Augmented Generation ...
Hugging Face Beginner Guide | 3 Powerful Steps to Master Hugging Face Model
IntroductionInstall Python 3.11 via HomebrewCheck Python versionCreate a project folder and move into itCreate a virtual environmentActivate the virtual environmentUpgrade pip and install required packagesExport your Hugging Face API tokenLocal ModelOnline ModelVideo ModelFinal Thoughts Introduction Hugging Face Beginner Guide, If ...
