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Building a Jira Ticket Developer AI Agent with GitHub Copilot

Have you ever dreamed of an AI assistant that can automatically create feature branches and implement code based on Jira

Building an MCP Server for Automated Diagnosis Simulator Management

Background: The Challenge of Manual Simulator ManagementIn our development workflow, we rely heavily on a diagnosis simu

Leverage AI Tools to write code base on Jira ticket requirements.

Have you ever imagined if AI can help you write code based on Jira ticket requirements? The AI technology is advancing r

Speech Translator base on Azure Speech Service

Today we’re going to talk about how to build a speech translator using Azure Speech Service of Azure AI . We’ll be using

Conversational RAG Chatbot - Build a Chatbot with LangChain and Chainlit

In previous blog, we have converting the PDF documents into the FAISS vector index, and saved in the local. Now, we will

Deploy User Friendly AI Interface Chatbot on Local by Using Ollama + Open-WebUI.

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

Data Analysis Chart by Generative AI

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

The Intelligent SQL Generator base on Spring AI with AWS Bedrock

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

MySQL 8.x CTEs feature - WITH clause

MySQL Common Table Expressions (CTEs) are a powerful feature introduced in MySQL 8.0. CTEs are a type of MySQL 8.0 that

Manage the Existing Cloud Resources By Using Pulumi Import

In many real-world scenarios, cloud infrastructure is already in place before adopting infrastructure as code (IaC) solu

2023-11-19

A fast in-process analytical database - DuckDB

Big Data

OverviewDuckDB is a seriously powerful database, with a host of unique and amazing features that are straight from the w

2023-10-21

大数据存储格式之 Parquet, ORC, Avro

Big Data

数据存储格式在大数据处理和分析中起着至关重要的作用。Avro、Parquet 和 ORC（优化行列式）是 Hadoop 生态系统中使用的三种流行格式。每种格式都有其优势和独特功能，使其适合特定用例。 Apache ParquetApac

2023-09-10

What is Bixby Capsule？How to develop it?

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

2023-09-05

AWS Glue DataBrew - 简化数据准备的利器

Big Data

数据准备是数据分析和机器学习的关键步骤之一。AWS Glue DataBrew 是 Amazon Web Services（AWS）提供的一项强大工具，旨在帮助数据工程师、数据分析师和数据科学家轻松地准备数据以进行分析、报告和机器学习。本文

2023-05-25

How to install additional msi components.

Recently, I had the opportunity to work on a project that requires to build a Msi Installer which contains multiple comp

2023-05-02

Machine Learning Sentiment Analysis - Load Model & Predict

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

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

AI/ML

In previous blog, we have built a tensorflow model to classify sentiments of movie reviews base on tensorflow and keras

2023-03-25

Machine Learning Sentiment Analysis - Compile Model

AI/ML

In previous blog, we have built a machine learning model to classify the sentiment of a given text. In this blog, we wil

2023-03-12

Machine Learning Sentiment Analysis - Build Model

AI/ML

In previous post, we have talk about the Text Vectorization which is the process of converting text data into numerical

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