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Step-by-step guide to installing Claude Code Desktop, connecting DeepSeek models via CC Switch, enabling account-free usage, and applying Chinese localization.

A detailed guide to deploying a multimodal AI Agent on a 3080Ti with 12GB VRAM, covering LLM, STT, TTS, image and video generation module selection, dynamic VRAM loading, and real-world performance.

Perplexity partners with Intel to bring local AI models and hybrid inference to Core Ultra Series 3 laptops. We break down the architecture, NPU capabilities, and the cloud-to-edge AI trend.

Hands-on review of DeepSeek GUI's full agent workbench: KUN local runtime, cache-first architecture, task scheduler, and Token cost advantages for developers.

A complete guide to setting up a local Vibe Coding workspace: export from platforms, run code with AI IDEs, make your first local edit, with prompting tips and error troubleshooting.

A detailed guide to deploying Hermes Agent locally, covering built-in Cloud Code capabilities, self-evolving Skill generation, low token usage, multi-platform support, and WeChat remote control.

Complete guide to building automated AI agents with Cherry Studio and MCP protocol, covering environment setup, MCP Server configuration, web scraping, Shell execution, and Ollama local knowledge base deployment.

Most AI Coding tutorials stop at local demos. This guide walks through 8 key steps to deploy an AI-powered 3D figurine website from Codex coding to live server deployment.

Complete guide to deploying Stable Diffusion locally for free unlimited AI image generation. Covers installation steps, model management, hardware requirements, and use cases.

Complete guide to deploying Stable Diffusion locally, covering hardware requirements, installation steps, model configuration, and usage tips. Run AI art for free on your own PC with full privacy.

Stable Diffusion Poxian Edition bundle: install in 3 steps with 337 built-in workflows, Chinese-annotated models, GTX 1060+ support, and completely free local AI image/video generation.
TutorialsComplete guide to deploying Hermes Agent locally, covering WSL2 installation, Git setup, and DeepSeek model integration on Windows to build a self-learning open-source AI Agent.
TutorialsComplete guide to deploying Hermes Agent locally on Windows, covering WSL2 setup, Git configuration, and DeepSeek model integration for a self-learning AI Agent.
TutorialsHow to build a fully automated invoice reimbursement system with local AI Agents, covering OCR, info extraction, and form generation with MinerU+Qwen3+Qianwen Po.
TutorialsLearn how to run Codex locally with Ollama and Gemma 4 for zero-cost AI programming. Covers installation, model selection, and real demos as an alternative to $20-200/month paid plans.
Product ReviewsA deep dive into OpenCode, an open-source AI coding assistant supporting local private deployment, multi-model switching, and client-server architecture as a complete Claude Code alternative.
TutorialsStep-by-step tutorial on deploying Dify locally using VMware, Ubuntu, BT Panel, and Docker. Covers environment setup, common error fixes, and next steps for building AI apps.
Industry InsightsBuilding cloud AI Agents requires entirely new architectural thinking. This article analyzes three core infrastructure components—durable execution platforms, execution frameworks, and dev environment tools—to help teams avoid common pitfalls when migrating from local to cloud.
TutorialsStep-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.
TutorialsComplete guide to building a local AI knowledge base with Qwen3.5, RAGFlow, and Ollama, covering Docker deployment, Embedding model configuration, knowledge base creation, and RAG system setup.