BestHub
Sign in
Alibaba Cloud Developer
Alibaba Cloud Developer
May 26, 2025 · Artificial Intelligence

Choosing the Right MCP Architecture for Enterprise AI: 5 Patterns and Nacos Integration

Amid the surge of AI large‑model usage, this guide examines the Model Context Protocol (MCP) and presents five common server architectures, evaluates their pros, cons, and suitable scenarios, and shows how Nacos can streamline enterprise‑level MCP deployment through service discovery, configuration, and governance.

AI model servingArchitectureMCP
0 likes · 15 min read
Choosing the Right MCP Architecture for Enterprise AI: 5 Patterns and Nacos Integration
JavaEdge
JavaEdge
Oct 14, 2024 · Artificial Intelligence

Deploying LLMs with LangServe: A Complete Guide from Setup to Client Calls

This article introduces LangServe, explains its key features for LLM deployment, walks through environment setup, shows how to build a FastAPI‑based REST API with code examples, demonstrates testing via Postman and remote client calls, and summarizes its benefits for AI model serving.

AI model servingFastAPILLM deployment
0 likes · 9 min read
Deploying LLMs with LangServe: A Complete Guide from Setup to Client Calls
Alibaba Cloud Native
Alibaba Cloud Native
Jan 6, 2024 · Cloud Computing

Deploy ModelScope Models to Alibaba Cloud Function Compute in 5 Minutes

This guide walks readers through using ModelScope’s SwingDeploy service to locate, configure, and instantly deploy open‑source AI models to Alibaba Cloud Function Compute, explaining the resources created, how to invoke the model via HTTP triggers, and how to optimize performance with provisioned instances, logging, and concurrency settings.

AI model servingAlibaba CloudModelScope
0 likes · 15 min read
Deploy ModelScope Models to Alibaba Cloud Function Compute in 5 Minutes
Alibaba Cloud Native
Alibaba Cloud Native
Jan 2, 2020 · Artificial Intelligence

Create an AI-Powered Poem Generator Using Alibaba Cloud Function Compute

This article explains how Alibaba Cloud Function Compute can be used for AI model serving, walks through a three‑step deployment of a TensorFlow‑based Chinese poem generator, compares serverless with traditional ECS setups, and discusses cold‑start mitigation, cost optimization, and monitoring features.

AI model servingFuncraftTensorFlow
0 likes · 14 min read
Create an AI-Powered Poem Generator Using Alibaba Cloud Function Compute