In Previous blog, we talk about how to running DeepSeek large language model (LLM) on local machine by using Ollama. For

The DeepSeek recently is very popular. The application download is on topest of the app store globally. The deepseek h

IntroductionIn this article, we will build a RAG (Retrieval-Augmented Generation) chatbot using Azure OpenAI’s GPT-4 lan

Have you ever wondered how some apps and websites can have conversations with you, answer your questions? Many of thes

As artificial intelligence (AI) models, especially large language models (LLMs) like OpenAI’s GPT series, have become in

Azure OpenAI is a service provided by Microsoft that integrates OpenAI’s advanced language models into the Azure cloud p

In data analysis, we often need to create charts to visualize the data by using BI tools, such as Tableau, Power BI, AWS

The generative AI is a type of artificial intelligence (AI) that can learn from data and generate new data. In this arti

Keras3 is a full rewrite of Keras that enables you to run your Keras workflows on top of either JAX, TensorFlow, or PyTo

在人工智能的快速发展中，如何有效地处理和生成自然语言成为了一个关键问题。近年来，RAG（Retrieval-Augmented Generation）系统的出现为这一挑战提供了新的解决方案。本文将深入探讨RAG的概念、出现的背景、原理以及其