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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

2023-05-02

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

2023-02-21

Machine Learning Sentiment Analysis - Text Vectorization

AI/ML

In previous blog, we discussed about the basics of Sentiment Analysis and load the raw dataset which is IMDb movie revie

2023-02-14

Machine Learning Sentiment Analysis - Load Raw Dataset

AI/ML

Recently, the ChatGPT is very hot in the NLP community. It is a transformer-based language model that can generate human

2023-02-01

The Pile - A Comprehensive Dataset for Training NLP Models

AI/ML

In the rapidly evolving field of natural language processing (NLP), the quality and diversity of training data are cruci

2023-01-11

A Large Movie Review Dataset for Binary Sementic Analysis

AI/ML

IntroductionIn this article, we will discuss about a large movie review dataset for binary semantic analysis. It is extr

2023-01-02

Understanding Tensorflow for Machine Learning

AI/ML

Introduction to TensorFlowTensorFlow is an open-source machine learning framework developed by Google. It is designed to

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