#Model Serving Endpoint
194 related articles
Tutorials·3 min
Cultural Activity Management System WeChat Mini Program Graduation Project: SpringBoot + UniApp Full-Stack Implementation Guide
A detailed guide to building a WeChat Mini Program cultural activity management system using SpringBoot and UniApp, covering admin, merchant, and user roles with complete business workflows.
Read more →
Tutorials·3 min
llama.cpp MTP Acceleration Deployment Guide: Configuration Steps & Real-World Benchmarks
Guide to enabling MTP multi-Token prediction acceleration in llama.cpp, covering CUDA setup, desktop configuration, model selection, and benchmarks showing ~60 Token/s with Qwen3 27B.
Read more →
Tutorials·4 min
Practical Guide to Building a Local AI Knowledge Base with Qwen3.5 + RAGFlow + Ollama
Step-by-step guide to building a local RAG knowledge base using RAGFlow, Ollama, and LM Studio with Docker, covering Embedding model deployment and network troubleshooting for private AI Q&A.
Read more →
Product Reviews·3 min
Qwen Code 2.0 Update Analysis: Plan Mode and Visual Intelligence in Practice
Deep analysis of Qwen Code 2.0 updates covering Plan Mode approval mechanism, Visual Intelligence auto-switching, Zed editor dual authentication, and Windows fixes for this CLI coding assistant.
Read more →
Tutorials·3 min
Getting Started with FastAPI: A Comprehensive Guide to Frontend-Backend Separation and RESTful API Core Concepts
A systematic guide to core concepts for FastAPI beginners, covering frontend-backend separation architecture, RESTful API design, and JSON data format advantages for Python developers.
Read more →
Tutorials·2 min
CLAUDE.md Convention Files: A New Paradigm for Project Development Standards in the AI Programming Era
A detailed guide to CLAUDE.md convention files covering tech stack declarations, frontend/backend standards, and database design rules to help teams standardize AI code generation and boost human-AI collaboration.
Read more →
Tutorials·3 min
OpenRouter Free Models Tutorial: Accessing 28 Free AI Models & Deep Dive into the AI Market Landscape
Guide to OpenRouter's 28 free AI models with API setup, covering GPT-OSS 120B, DeepSeek V4 Flash, and leaderboard insights into the AI model market landscape.
Read more →
Tutorials·3 min
Hermes Agent in Practice: A Complete Breakdown from ReAct Loop to Autonomous Skill Evolution
Deep dive into Hermes Agent's four progressive cases: terminal ReAct loop, Feishu AI assistant, four-layer persistent memory, and three-stage Skill evolution with DeepSeek support.
Read more →
Industry Insights·3 min
MCP Isn't Dead! Anthropic's Two Power Moves Cut Costs by 85% + 12 Agentic Patterns Fully Explained
Deep dive into MCP's cloud repositioning strategy, how Anthropic cuts token costs by 85% with Tool Search and code sandboxes, and 12 Agentic patterns for production-grade AI Agents.
Read more →
Industry Insights
The Cnblogs Account Ban Incident: Why …
·3 min
The Cnblogs Account Ban Incident: Why a Legacy Tech Community Is Losing Its Creators
A veteran Cnblogs blogger was banned for 15 days over an AI programming tutorial. This article examines the incident, the platform's declining quality, and the survival crisis facing legacy tech communities.
Read more →
Tutorials·3 min
Low-Cost Solution for Using GPT Models with Claude Code: Build an AI Programming Workflow for ~$1.50/Month
How to use ClipRoxyAPI local proxy to combine Claude Code's programming UX with GPT Codex Team models for under $1.50/month with ample quota and full privacy.
Read more →
Tutorials·3 min
Claude Code Desktop Installation & Configuration Guide: No Account Required + DeepSeek Integration + Chinese Localization
Step-by-step guide to install Claude Code Desktop, use it without an account via Developer Mode, integrate DeepSeek models through CSwitch, add Chinese localization, and configure custom Skills.
Read more →
Industry Insights·3 min
Deep Dive into Three Major LLM Career Paths: Requirements, Tech Stacks, and Career Prospects
Deep analysis of three core LLM roles—Application Engineer, Development Engineer, and Algorithm Engineer—covering technical requirements, salary thresholds, and career prospects including RAG, fine-tuning, and inference deployment.
Read more →
Tutorials·2 min
Zen MCP: An Open-Source Tool That Lets Claude Orchestrate Multiple AI Models in Collaboration
Deep dive into Zen MCP, an open-source project that lets Claude Code orchestrate Gemini, O3, and other AI models via MCP protocol, with cost-reduction proxy setup guide.
Read more →
Tutorials·2 min
CrewAI Multi-Agent Collaboration in Practice: Core Concepts, Model Comparison & API Deployment
A deep dive into CrewAI's four core concepts for multi-agent collaboration, with hands-on FastAPI deployment and a comparison of GPT-4o-mini, Qwen MAX, and Llama 3.1.
Read more →
Product Reviews·2 min
Google Stitch 2.0 Deep Dive: The Transformation from UI Generator to AI-Native Design Canvas
Google Stitch 2.0 major upgrade introduces infinite canvas, design agents, DesignMD rules, and MCP developer integration—transforming from a UI generator into an AI-native design canvas.
Read more →
Product Reviews·3 min
Trae + Doubao Seed 2.0 Hands-On: Building a Full-Stack Book Management System for Free
Hands-on test of Trae IDE with Doubao Seed 2.0 building a Django+Vue3 book management system for free, benchmarked against Gemini 2.5 and MiniMax models.
Read more →
Tutorials·3 min
V0 + Cursor + Supabase + Vercel: Build a SaaS App with AI in 4 Steps — No Coding Required
Learn how to build and launch a complete SaaS app using V0 for UI design, Cursor for coding, Supabase for backend, and Vercel for deployment — no programming experience required.
Read more →
Tutorials·2 min
Codex Getting Started Guide: Dual-Channel Setup with DeepSeek (China) and ChatGPT (Global)
A detailed guide to OpenAI Codex's six core capabilities with dual setup options: DeepSeek for China-based users and ChatGPT for global access.
Read more →
Tutorials·2 min
Claude Desktop China Guide: Use DeepSeek and Other Domestic LLMs Without Login
Complete guide to using Claude Desktop in China without login by connecting to DeepSeek and other domestic LLMs via a third-party API gateway tool.
Read more →