Sciphi Triplex: A Cost-Effective Alternative to Microsoft GraphRAG
Explore Sciphi Triplex: a cost-effective, high-performance alternative to Microsoft's Graph RAG for creating knowledge graphs from unstructured data. Learn setup, implementation, and visualization techniques.
Fine-Tuning and Deploying LLaMA 3.1 on Hugging Face and Ollama
Step-by-step guide to fine-tune LLaMA 3.1 with custom data, save on Hugging Face and Ollama, and deploy for enhanced AI performance tailored to specific business needs.
Use Your Self-Hosted LLM Anywhere with Ollama Web UI
Enhance your self-hosted Ollama models with Ollama Web UI, featuring a sleek interface, chat history, voice input, and user management. Learn to access it on your phone using Ngrok for on-the-go AI interactions.
RAG from the Ground Up with Python and Ollama - Building a Document Interaction System
Build a RAG system with Python and Ollama: parse documents, create embeddings, implement relevance scoring, and enable LLM interaction with your own datasets.
LangChain Fundamentals - Building Your First Chain
Learn to build your first LangChain, exploring Runnable, message formats, ChatModel, templates, and combining components for complex LLM-powered logic in just 14 minutes.
Building a Chat App with Ollama-py and Streamlit in Python
Build a Python chat app using Ollama-py and Streamlit. Learn to implement key features like user input, message history, model selection, and streaming responses.
Privacy-Friendly Applications with Ollama, Vector Functions, and LangChainJS
Explore building privacy-focused AI applications using Ollama for local LLMs, vector functions for efficient searches, and LangChainJS for versatile agents, ensuring data stays on your device.
Building a Retro AI Chat Interface with Pyxel and Ollama
Discover how to create a unique retro-style AI chat interface by combining Pyxel gaming engine with Llama 3.1 and Ollama, bringing a nostalgic 80s twist to modern AI interactions.
DevoxxGenie: AI Assistant for IntelliJ IDEA - Integrating Local and Cloud LLMs
Explore DevoxxGenie, a Java-based LLM Code Assistant for IntelliJ IDEA, integrating local and cloud-based LLMs to revolutionize AI-augmented programming.
Installing and Using Ollama Framework for Data Science and Machine Learning
Explore Ollama framework installation, usage, and Python integration for generating, embedding, and chatting with AI models.
Build Your Own Local "Perplexity" with Ollama - Deep Dive
Develop a custom web search agent running locally using Ollama and Llama 3. Learn to build, test, and compare with different models in this comprehensive technical deep dive.
Comparing Ollama Local WebSearch Agent with Llama 3 8B to Perplexity AI
Benchmark Llama 3 8b local web search agent against Perplexity AI. Compare performance, explore capabilities, and analyze results across diverse test questions.
Python AI Web Scraper Tutorial - Using AI to Scrape Any Website
Learn to build an AI-powered web scraper using Python, Selenium, BeautifulSoup, and LangChain. Extract specific information from websites with AI-driven parsing and overcome common scraping challenges.
Local LangGraph Agents with Llama 3.1 and Ollama - Building a Pizza Recommendation Agent
Build a local pizza recommendation agent using LangGraph, Ollama, and Llama 3.1. Learn to integrate Reddit API, create agent nodes, and construct an AI graph for personalized suggestions.
Ollama and Python for Local AI LLM Systems
Learn to set up and use Ollama with Python for local AI language models, including installation, model management, and integration techniques.
DIY: Ollama Compare LLM Results Web App - Python, Bottle, and SQLite
Build a web app to compare LLM results using Ollama, Python, Bottle, and SQLite. Learn project architecture, setup, and coding for CLI and web interfaces.
DIY AI-Powered Autoblog with Ollama, Llama2, Python, and Bottle
Learn to create an AI-powered autoblog using Ollama, Llama2, Python, and Bottle. Rewrite existing blog content with LLM technology and store it in a database.
DIY: Ultimate AI-Powered Autoblog Using RSS - Python, Ollama, Beautiful Soup, Feedparser, SQLite
Learn to create an AI-powered autoblog using Python, Ollama, Beautiful Soup, Feedparser, and SQLite. Explore architecture, code examples, and best practices for automated content generation.
AI and Python - Ollama for Local LLM AI Usage
Learn to run LLMs locally with Ollama, from installation to Python integration. Explore various models, command-line usage, and script connections for AI-powered applications without relying on external APIs.
Building a Local Voice Assistant Like Alexa Using LLMs and Python
Learn to build a voice-controlled AI assistant using Python, Streamlit, LangChain, and Ollama in under 100 lines of code. Create your own local version of Alexa through hands-on coding.
A Mad Scientist's Guide to Automating Container Networking Interface with Generative AI
Explore automating Kubernetes networking through hands-on experimentation with generative AI, using Ollama for containerized LLM to configure CNI, with practical examples and a dash of mad scientist humor.