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Tutorials

Dify on Alibaba Cloud DMS for ChatBI Scenarios

This article explains how to integrate Dify with Alibaba Cloud’s Data Management Service to build a conversational BI solution that turns natural-language questions into real-time database insights.

Full Edition of GDN Performance Testing

This article introduces how to create a PolarDB Global Database Network (primary and secondary clusters) and run end-to-end performance tests on it using ECS, Python, and Sysbench.

2025 Quick BI Global Data Visualization Hackathon

This article explores 2025 Quick BI Global Data Visualization Hackathon - craft dashboards, win cash, credits, and industry recognition.

Running TPC-H Benchmark on AnalyticDB for PostgreSQL

This article introduces how to set up resources with Terraform, load 100 GB of data, and run the TPC-H benchmark on AnalyticDB for PostgreSQL.

Parallel DDL Accelerates the Creation of Secondary Indexes

This article explains how PolarDB’s Parallel DDL feature dramatically accelerates the creation of secondary indexes.

ACK Gateway with AI Extension: Intelligent Routing Practice for Kubernetes Large Model Inference

This article describes how to use the ACK Gateway with AI Extension plug-in to provide production-level load balancing and intelligent routing capabilities for QwQ-32B models deployed in ACK clusters.

ACK Gateway with AI Extension: Model Canary Release Practice for Large Model Inference

This article focuses on the canary release of models after the large model inference service is deployed in the cloud and the practices of model canary release based on ACK Gateway with AI Extension.

Full Compatibility with MySQL! How to Build a RAG System Based on PolarDB

The article explains how to build a Retrieval-Augmented Generation (RAG) system on Alibaba Cloud PolarDB, leveraging its MySQL-compatible vector search and built-in AI capabilities.

Complete Beginner's Guide: Building Your First AI Agent on Alibaba Cloud

This article serves as a comprehensive beginner's guide to building a personalized AI meal planner on Alibaba Cloud.

Quick BI Mobile Subscription: Real-Time KPIs, Zero Effort

This article explores Quick BI auto-delivers dashboards and files to Teams, DingTalk, WeCom, email—keeping leaders informed in real time, anywhere.

Quick BI Ad-Hoc Analysis: Million-Row Insights in a Blink

This article explores Quick BI’s Ad-Hoc analysis, delivering real-time, million-row insights and one-click Excel export for frontline decision-makers.

Import CSV Files to PolarDB for MySQL by Using Foreign Tables

This article explains how to import CSV files from Object Storage Service (OSS) into PolarDB for MySQL using foreign tables.

Generating SQL Queries with Alibaba Cloud's Qwen

In this tutorial, we'll show you how to use Alibaba Cloud's Qwen model to generate SQL queries from natural language.

Mastering Text Embedding and Reranker with Qwen3

The article introduces Qwen3's advanced text embedding and reranking models, highlighting their versatility, multilingual support

Ray on Alibaba Cloud: Building an ML Platform

This blog briefly introduces Ray and KubeRay, along with the related efforts to support Ray on ACK.

Setting Up a Secure CI/CD Pipeline for Node.js Applications on Alibaba Cloud

The article provides a step-by-step guide to setting up a secure CI/CD pipeline for Node.js applications on Alibaba Cloud.

From Hours to Seconds: Optimizing BI Performance with Quick BI’s Quick Engine

This article explores Quick BI’s Acceleration Engine, which delivers sub-second performance for billion-scale datasets.

Observability Principles and Best Practices of GPU-accelerated Edge Nodes

This article describes the observability principles and best practices of GPU-accelerated edge nodes connected to ACK Edge.

Solving GPU Shortages in IDC with Alibaba Cloud ACK Edge and Virtual Nodes for DeepSeek Deployment

This article describes how to use ACK Edge and virtual nodes to meet the elasticity requirements of DeepSeek deployment.

Quick Deployment of DeepSeek-R1 in Knative

This article describes how to deploy a DeepSeek-R1 inference service in Knative.