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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

A RAG Chatbot base on Azure OpenAI

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

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

构建JavaScript生成器：探索无穷可能的世界

JavaScript作为一种强大而灵活的编程语言，为开发者提供了丰富的工具和功能。其中，生成器（Generators）是一项引人注目的特性，它们可以帮助我们在编写异步代码时更加轻松地管理流程和状态。本文将深入探讨JavaScript生成器的

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

2022-11-15

AWS Auto Scaling Group - 实现弹性自动扩展的技术指南

Cloud

在Cloud领域，弹性自动扩展是确保应用程序高可用性和性能的关键组成部分。AWS Auto Scaling Group（ASG）是Amazon Web Services（AWS）提供的一项强大服务，可帮助您自动扩展和管理应用程序的资源，以适

2022-10-21

Elastic Load Balancer: CLB, ALB, NLB and GWLB

Cloud

Classic Load Balancers (v1)Supports TCP (Layer 4), HTTP & HTTPS (Layer 7) Health checks are TCP or HTTP based Fixed

2022-10-17

Elastic Load Balancing (ELB) Overview

Cloud

What is load balancing Load Balances are servers that forward traffic to multiple servers (e.g., EC2 instances) downstr

2022-09-21

AWS EBS vs AWS EFS - Understanding the Key Differences

Cloud

Introduction Amazon Web Services (AWS) offers a wide range of storage solutions to cater to the diverse needs of busine

2022-08-13

AWS Elastic File System (EFS)：云中的弹性文件存储

Cloud

在Cloud时代，数据的管理和共享至关重要。AWS Elastic File System（EFS）是 Amazon Web Services（AWS）提供的一项云存储服务，旨在满足企业和开发者对可扩展、高可用性文件存储的需求。本文将深入探

2022-07-19

How to Backup and Restore AWS EBS

Cloud

在Amazon Web Services（AWS）中，Snapshot是一种备份和恢复Amazon Elastic Block Store（EBS）卷数据的关键工具。什么是Snapshot 概念Snapshot是EBS卷的点对点备份，它

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