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 — “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