Quickly Deploy Local Open Source Large Language Models Using Ollama

Quickly Deploy Local Open Source Large Language Models Using Ollama

If you’re starting to explore how to test open source large language models (LLM) with Generative AI for the first time, the overwhelming amount of information can be daunting. There is a lot of fragmented information from various sources on the internet, making it difficult to quickly start a project. The goal of this article … Read more

Introduction to Using LM Studio for Local LLM Applications

Introduction to Using LM Studio for Local LLM Applications

LM Studio is the simplest way to support local open-source large language models. It is plug-and-play, requires no coding, is very simple, and has a beautiful interface. Today, I will introduce this application. 1. What Can LM Studio Do? πŸ€– Run LLM completely offline on a laptop πŸ‘Ύ Use models via in-app chat UI or … Read more

Building A Secure Personal/Enterprise Knowledge Base with Ollama and WebUI

Building A Secure Personal/Enterprise Knowledge Base with Ollama and WebUI

I have an AI assistant named “Lao Liu”. Why? Because it sometimes speaks nonsense seriously. That’s right, this is a drawback of large models β€” “hallucination”. Therefore, LLMs + knowledge base is a solution to the “hallucination” problem. At the same time, for enterprises, information security must be considered; a privately owned knowledge base obviously … Read more

Customize Your Large Language Model with Ollama

Customize Your Large Language Model with Ollama

In the previous article, I shared how to run Google’s GemmaLLM locally using Ollama. If you haven’t seen that article, you can click the link below to review that content. Today, I’ll share how to customize your own LLM using the Modefile mechanism provided by Ollama, and I’ll demonstrate using Gemma7B again. Google’s open-source Gemma, … Read more

Building a Personal Knowledge Base Using Ollama, Docker, and Anything LLM

Building a Personal Knowledge Base Using Ollama, Docker, and Anything LLM

Previously, I introduced the NVIDIA open-source AI tool Chat With RTX that can be used on PCs: [Tool] AI tools that can be installed and used on personal computers: Chat With RTX However, when using this tool, I found that although it learned a lot of information, it could only reference information from one piece … Read more