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Alibaba Cloud Native
Alibaba Cloud Native
Feb 26, 2026 · Cloud Native

Seamlessly Connect Dify Apps to Multiple AI Models with the Higress AI Gateway

This guide explains the challenges of managing multiple AI models in Dify, introduces the Higress AI Gateway plugin that provides unified model access, governance, and fine‑grained authentication, and walks through two practical demos—an Agent assistant and an image‑generation workflow—showing step‑by‑step configuration and usage.

Cloud NativeDifyHigress
0 likes · 10 min read
Seamlessly Connect Dify Apps to Multiple AI Models with the Higress AI Gateway
Alibaba Cloud Native
Alibaba Cloud Native
Feb 6, 2026 · Cloud Native

Migrate Ingress NGINX to Higress in Under 2 Minutes with OpenClaw AI

When Kubernetes announced the deprecation of Ingress NGINX in March 2026, the author used OpenClaw AI to automatically analyze the existing 60‑plus Ingress resources, set up a Kind test cluster, generate compatible Higress configurations, create WASM plugins for custom snippets, and produce a verified migration handbook—all in less than two minutes of hands‑on work.

HigressWasm
0 likes · 16 min read
Migrate Ingress NGINX to Higress in Under 2 Minutes with OpenClaw AI
Ray's Galactic Tech
Ray's Galactic Tech
Nov 10, 2025 · Cloud Native

How to Build a Highly Available Nacos + Higress Microservice Gateway on Kubernetes

This guide provides a production‑ready, step‑by‑step solution for deploying a high‑availability microservice gateway using Nacos as a service‑registry and configuration center together with Higress as a cloud‑native gateway on Kubernetes, covering architecture, prerequisites, Helm commands, key values.yaml examples, observability, security, backup, upgrade, recovery runbooks, and common troubleshooting.

HigressKubernetesNacos
0 likes · 15 min read
How to Build a Highly Available Nacos + Higress Microservice Gateway on Kubernetes
Alibaba Cloud Native
Alibaba Cloud Native
Oct 28, 2025 · Artificial Intelligence

How SOFA AI Gateway Transforms Cloud‑Native AI Service Management

The article explains how the SOFA AI Gateway, built on the open‑source Higress kernel, evolves traditional API gateways into specialized AI gateways by adding intelligent routing, model proxy, agent proxy, and MCP market features to meet the unique latency, resource, and security demands of AI workloads.

AI gatewayCloud NativeHigress
0 likes · 12 min read
How SOFA AI Gateway Transforms Cloud‑Native AI Service Management
Alibaba Cloud Native
Alibaba Cloud Native
May 9, 2025 · Artificial Intelligence

Build a Retrieval‑Augmented Generation (RAG) App with LangChain, Higress, and Elasticsearch

This tutorial walks through building a Retrieval‑Augmented Generation (RAG) system by combining LangChain for document processing, Elasticsearch’s vector store with the ELSER v2 model for semantic search, and Higress as a cloud‑native AI gateway, complete with deployment scripts, code examples, and query testing.

AIHigressLangChain
0 likes · 15 min read
Build a Retrieval‑Augmented Generation (RAG) App with LangChain, Higress, and Elasticsearch
Alibaba Cloud Developer
Alibaba Cloud Developer
May 9, 2025 · Backend Development

How to Convert Alibaba HSF Services to MCP Servers Without Code Changes

This article explains how Alibaba engineers use the Higress AI gateway to offload MCP protocol and transform large‑scale HSF RPC services into MCP servers without modifying application code, covering challenges, required components, step‑by‑step migration, and practical insights for AI‑native infrastructure.

AI gatewayHSFHigress
0 likes · 9 min read
How to Convert Alibaba HSF Services to MCP Servers Without Code Changes
Alibaba Cloud Native
Alibaba Cloud Native
May 7, 2025 · Cloud Native

Turn Existing OpenAPI Specs into AI‑Ready MCP Tools with Higress

This guide explains how to convert legacy OpenAPI schemas into Model Context Protocol (MCP) configurations, route them through the Higress cloud‑native gateway, set up dual authentication, and finally expose the MCP tools to AI platforms such as Dify, enabling seamless AI‑driven access to both local and internet data sources.

HigressMCPOpenAPI
0 likes · 10 min read
Turn Existing OpenAPI Specs into AI‑Ready MCP Tools with Higress
Alibaba Cloud Developer
Alibaba Cloud Developer
Mar 10, 2025 · Artificial Intelligence

Seamlessly Switch Between DeepSeek‑R1 and QwQ‑32B with Higress AI Gateway

Learn how to deploy the new QwQ‑32B inference model alongside DeepSeek‑R1 using the Higress AI gateway, covering environment setup, model configuration, routing, token‑level rate limiting, content safety, semantic caching, and advanced features like automatic fallback and internet‑search integration.

DeepSeekHigressLLM integration
0 likes · 16 min read
Seamlessly Switch Between DeepSeek‑R1 and QwQ‑32B with Higress AI Gateway
Alibaba Cloud Native
Alibaba Cloud Native
Jan 22, 2025 · Cloud Native

Seamlessly Migrate from OpenAI to DeepSeek with Higress AI Gateway

This guide explains how to install the Higress AI gateway, configure provider API keys, set up gray‑release routing between OpenAI and DeepSeek, use a Python client to call DeepSeek, and enable content security and observability features for safe, cost‑effective large‑model deployments.

AI gatewayContent SecurityDeepSeek
0 likes · 7 min read
Seamlessly Migrate from OpenAI to DeepSeek with Higress AI Gateway
Alibaba Cloud Native
Alibaba Cloud Native
Jan 3, 2025 · Cloud Native

How We Unified a Complex Multi‑Gateway Architecture with Higress and Istio CRD

Facing thousands of heterogeneous gateway configurations across multiple tech stacks, a Chinese cloud‑native platform consolidated its gateway layer by adopting Higress, Istio CRD, and APISIX, introducing a two‑tier rule model and automated migration tools that cut maintenance effort by 90% while preserving service continuity.

APISIXCloud NativeConfiguration Management
0 likes · 14 min read
How We Unified a Complex Multi‑Gateway Architecture with Higress and Istio CRD
Ops Development Stories
Ops Development Stories
Sep 19, 2024 · Artificial Intelligence

How to Connect Qwen LLMs with Higress AI Gateway: A Hands‑On Guide

This tutorial walks through setting up a local k3d cluster, installing Higress, and using its AI plugins—including AI Proxy, AI JSON formatter, AI Agent, and AI Statistics—to integrate and observe Alibaba Cloud's Qwen large language models across various use cases such as weather and flight queries.

AI gatewayAI pluginsHigress
0 likes · 30 min read
How to Connect Qwen LLMs with Higress AI Gateway: A Hands‑On Guide
Alibaba Cloud Developer
Alibaba Cloud Developer
Sep 6, 2024 · Artificial Intelligence

Zero‑Code AI Agent with Higress: Build, Deploy, and Understand ReAct

This article explains the AI Agent concept, introduces the AI Gateway plugin architecture, walks through zero‑code deployment of an AI Agent using Higress with AMap and Seniverse services, and details the ReAct‑based reasoning and tool‑calling implementation with code examples and workflow diagrams.

AI AgentHigressReact
0 likes · 16 min read
Zero‑Code AI Agent with Higress: Build, Deploy, and Understand ReAct
Alibaba Cloud Native
Alibaba Cloud Native
Aug 15, 2024 · Cloud Native

My Journey Contributing to Alibaba's Higress via GitHub Actions in a Cloud‑Native Challenge

The author recounts how a university student discovered open‑source, joined the 2024 Tianchi Cloud Native Programming Challenge, used the AI assistant Tongyi Lingma to master GitHub Actions, built and published a Wasm plugin for Alibaba's Higress gateway, and successfully merged a PR after extensive testing and community feedback.

AI code assistantCloud NativeGitHub Actions
0 likes · 7 min read
My Journey Contributing to Alibaba's Higress via GitHub Actions in a Cloud‑Native Challenge
Alibaba Cloud Native
Alibaba Cloud Native
Aug 13, 2024 · Cloud Native

How to Build an AI Cache WASM Plugin for Higress Gateway

This guide explains how to set up a Higress gateway, compile a WebAssembly AI cache plugin, integrate Redis and DashVector for semantic caching of large‑model requests, and provides complete configuration and code examples for end‑to‑end deployment.

AI CacheHigressWebAssembly
0 likes · 16 min read
How to Build an AI Cache WASM Plugin for Higress Gateway
Alibaba Cloud Native
Alibaba Cloud Native
May 30, 2024 · Cloud Native

Translate CS Textbooks Instantly with AI: A Hands‑On Higress Cloud‑Native Guide

This guide shows how to use free AI translation tools—Immersive Translate and OpenAI Translator—together with the Higress cloud‑native AI‑proxy plugin, configuring Docker, model mappings, and custom dictionaries to efficiently translate computer‑science textbooks like Rust and Crafting Interpreters, while comparing machine and human translations.

AI translationDockerHigress
0 likes · 11 min read
Translate CS Textbooks Instantly with AI: A Hands‑On Higress Cloud‑Native Guide
Alibaba Cloud Native
Alibaba Cloud Native
May 15, 2024 · Cloud Native

Build a Cloud‑Native Playground to Compare GPT‑4o and Qwen‑2.5 with NextChat and Higress

This article walks through setting up a cloud‑native test environment using the open‑source NextChat UI and Higress API gateway to let Qwen‑2.5 masquerade as GPT‑4o, enabling a side‑by‑side comparison of their responses while showcasing Higress’s streaming, hot‑update, and security features for AI workloads.

AI gatewayDockerGPT-4o
0 likes · 8 min read
Build a Cloud‑Native Playground to Compare GPT‑4o and Qwen‑2.5 with NextChat and Higress
Alibaba Cloud Native
Alibaba Cloud Native
Oct 25, 2023 · Cloud Native

Why Higress Transformer Beats Spring Cloud Gateway Filters: Performance and Usage Guide

This article reviews how Spring Cloud Gateway modifies HTTP requests/responses with built‑in filters, introduces the Higress cloud‑native gateway’s Transformer plugin as a higher‑performance alternative, compares their CPU and memory usage, and provides step‑by‑step deployment and configuration instructions.

HigressSpring Cloud GatewayTransformer Plugin
0 likes · 12 min read
Why Higress Transformer Beats Spring Cloud Gateway Filters: Performance and Usage Guide
Alibaba Cloud Native
Alibaba Cloud Native
Jul 18, 2023 · Cloud Native

How Meiqia Scaled Its Cloud‑Native Microservices with the Higress Gateway

Meiqia, a global intelligent cloud‑customer‑service provider, replaced a tangled multi‑middleware routing stack with a unified Higress gateway, achieving hot‑reloadable routing, WebSocket stability, multi‑cloud deployment, and a clear control‑plane/data‑plane separation that dramatically reduced costs and operational complexity.

Cloud NativeDevOpsHigress
0 likes · 10 min read
How Meiqia Scaled Its Cloud‑Native Microservices with the Higress Gateway
Alibaba Cloud Native
Alibaba Cloud Native
Jul 17, 2023 · Cloud Native

How Higress Cuts AI Large‑Model Costs with Unified API Management

This guide explains how the cloud‑native Higress gateway can lower the expense of using AI large models by centralising API keys, applying rate‑limiting, request filtering, and usage monitoring, and demonstrates a complete OpenAI integration using a WASM plugin with code samples and configuration details.

AICloud NativeHigress
0 likes · 13 min read
How Higress Cuts AI Large‑Model Costs with Unified API Management
Java Architecture Diary
Java Architecture Diary
Jul 13, 2023 · Cloud Native

How to Deploy Higress 1.1 as a Standalone Cloud‑Native Gateway Without Kubernetes

This guide explains what Higress is, compares it with traditional gateways, and provides step‑by‑step instructions—including code snippets—to deploy Higress 1.1 as a standalone, non‑Kubernetes cloud‑native gateway, configure routes, and test migration from Spring Cloud Gateway for microservice applications.

Cloud Native GatewayDeploymentHigress
0 likes · 6 min read
How to Deploy Higress 1.1 as a Standalone Cloud‑Native Gateway Without Kubernetes
Alibaba Cloud Native
Alibaba Cloud Native
Dec 25, 2022 · Cloud Native

Master Progressive Delivery with Higress and Kruise Rollout: Canary & A/B Testing Guide

This article explains how to implement progressive delivery in cloud‑native environments using Higress as a unified gateway and Kruise Rollout for automated canary and A/B testing, providing step‑by‑step configurations, code examples, and practical deployment workflows to ensure zero‑downtime releases.

HigressKruise Rolloutcloud-native
0 likes · 14 min read
Master Progressive Delivery with Higress and Kruise Rollout: Canary & A/B Testing Guide