Guides
Step-by-step guides for using Chinese AI models from outside China.
beginner
Chinese LLM API Authentication: Every Provider Compared
Registration, payment methods, country restrictions, and API key setup for DeepSeek, Qwen, Kimi, GLM, MiniMax, StepFun, ByteDance, and Tencent. Plus third-party alternatives.
intermediate
DeepSeek Cache Hit Strategy: How to Save 75% on API Costs
Chinese developers routinely cut DeepSeek bills by 75% using cache hit optimization. Here's the technique, with code examples and prompt architecture patterns.
beginner
The Complete Guide to Using Chinese AI Models from Outside China
Registration, payment, API setup, and the gotchas nobody tells you about. DeepSeek, Qwen, Kimi, and GLM — from signup to production.