AI Application

Implementing RAG with AnythingLLM Large Language Models (LLMs) can answer a wide range of questions. However, when a question involves specific documents or private information, relying solely on the model’s existing knowledge may not provide accurate answers. RAG (Retrieval-Augmented Generation) is a common approach to this problem. It retrieves relevant information from documents and provides […]

Introduction to PageAssist PageAssist is an open-source Chrome extension that provides a simple interface for using Ollama directly in the browser. It also supports features such as RAG (Retrieval-Augmented Generation) and MCP (Model Context Protocol). In this article, I will introduce how to implement RAG using PageAssist and Ollama. I will use Lanner Electronics’ first-quarter

Retrieval-Augmented Generation (RAG) A model generates an answer and that answer is enhanced by retrieving relevant information from a collection of documents. Even when a Large Language Model (LLM) has a sufficiently large context window, feeding a huge amount of data into the model all at once can still cause confusion or dilute its attention.

How to Run Local Large Language Models (Local LLMs) with Ollama in C# Large Language Models (LLMs) have become an essential part of modern software development. While cloud-based AI services such as OpenAI and Azure OpenAI are popular, many developers and organizations are also exploring local LLMs for reasons including privacy, offline capability, and reduced

In recent years, AI technology has rapidly become widespread. Running AI models is no longer limited to the cloud—local execution has also gained significant attention. This is because cloud-based AI often comes with concerns such as privacy, security risks, cost, and network latency. The emergence of Ollama provides an accessible option for running AI models

Introducing Grok Image’s Photo-to-Video Feature Grok, developed by xAI, has unveiled an exciting Photo-to-Video feature! This tool allows users to transform static photos into dynamic six-second videos with background sound effects. This instantly brings memories to life. Available on Grok’s iOS and Android apps. This feature is currently free for a limited time and requires