2024-11-05 What is Prompt Engineering? Best Practices and Examples AIGPT-3GPT-4OpenAIPrompt Engineering AI/ML As artificial intelligence (AI) models, especially large language models (LLMs) like OpenAI’s GPT series, have become in
2024-11-01 Understanding the Azure OpenAI GPT-4 API Chat Role Usage AIAzureGPT-4OpenAI AI/ML Azure OpenAI is a service provided by Microsoft that integrates OpenAI’s advanced language models into the Azure cloud p
2024-10-29 Data Analysis Chart by Generative AI AIAWSPythonSQL AI/ML In data analysis, we often need to create charts to visualize the data by using BI tools, such as Tableau, Power BI, AWS
2024-10-23 The Intelligent SQL Generator base on Spring AI with AWS Bedrock AIAWSJavaSQLSpringSpring AI AI/ML The generative AI is a type of artificial intelligence (AI) that can learn from data and generate new data. In this arti
2024-06-25 Keras3.0 - A Multi-framework Machine Learning Library AIJAXKerasMachine LearningPyTorchTensorFlow AI/ML Keras3 is a full rewrite of Keras that enables you to run your Keras workflows on top of either JAX, TensorFlow, or PyTo
2023-12-16 理解RAG:信息检索与生成模型的结合 AIOpenAIRAG AI/ML 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
2023-09-10 What is Bixby Capsule?How to develop it? AIBixby AI/ML 导言 在今天的数字时代,虚拟助手已经成为我们日常生活的一部分。Bixby,三星电子开发的人工智能助手,是其中一个备受欢迎的助手之一。Bixby Capsule 是扩展 Bixby 功能的关键组成部分,本文将介绍什么是 Bixby Cap
2023-05-02 Machine Learning Sentiment Analysis - Load Model & Predict AIAWSKerasMachine LearningNLPSentiment AnalysisTensorflow AI/ML In previous blog, we have saved the trained model in the local. In this post, we will load the saved model and predict t
2023-04-18 Machine Learning Sentiment Analysis - Evaluate & Save Model AIKerasMachine LearningNLPSentiment AnalysisTensorflow AI/ML In previous post, we have trained a machine learning model to classify sentiments of movie reviews. In this post, we wil
2023-04-02 Machine Learning Sentiment Analysis - Train Model AIKerasMachine LearningNLPSentiment AnalysisTensorflow AI/ML In previous blog, we have built a tensorflow model to classify sentiments of movie reviews base on tensorflow and keras