From zero basics to advanced practice, truly master Chinese AI tools through code. All tutorials tested and verified against June 2026 API versions.
How much does it actually cost to run a production workload on Chinese AI APIs versus OpenAI? A 30-day cost model built from official pricing — covering text LLMs, vision, and TTS across DeepSeek V4, Qwen 3, Kimi K2, and Doubao. Includes hidden-cost traps, optimization strategies, and the payment friction overseas developers should expect.
A practical analysis of DeepSeek V4's pricing, coding capabilities, and known limitations compared to GPT-5. Includes a 30-day cost model based on official pricing, a strength/weakness breakdown across real engineering tasks, and a 90/10 hybrid strategy that cuts API spending by roughly 87%.
Complete developer guide to Kuaishou's Kling video generation API: overseas developer registration (Chinese phone verification), text-to-video and image-to-video Python code examples, pricing vs Runway/Sora/Pika, content moderation pitfalls, and production deployment notes.
Complete DeepSeek API pricing breakdown with interactive cost calculator, real-world usage scenarios, and head-to-head comparison against GPT-5, Claude, and Gemini. See exactly how much you'll pay per month.
We tested Kimi K2 and Claude Sonnet 4 on 1M-token documents, entire codebases, and real-world long-context tasks. Needle-in-a-haystack, codebase Q&A, book summarization — real results, real recommendations.
Complete walkthrough to register DeepSeek, get your API key, top up credits, and make your first API call. Includes 4 payment solutions for users without a Chinese bank card.
We tested Qwen 3 and Qwen 2.5 on 5 real-world tasks — Chinese-English translation, math reasoning, code generation, long document summarization, and logical reasoning. Per-task improvement breakdown with upgrade recommendations.
Complete guide to 4 free Qwen API channels: Alibaba Cloud Bailian, ModelScope, Hugging Face, and NVIDIA NIM. Usage limits, hidden restrictions, commercial licensing — everything you need to know before choosing.
We ran DeepSeek V4 and GPT-5 on 50 LeetCode problems, 20 SQL tasks, and 10 reasoning puzzles. Real benchmarks, real prices, real recommendations — with reproducible scripts and a cost calculator.
A comparative assessment of China's top 10 AI large models across five dimensions: coding, long-context processing, multimodal capabilities, Chinese writing, and cost-effectiveness. Find the right model for each task.
Build an AI weather assistant with Function Calling from scratch. Understand the complete tool invocation workflow: defining tools, handling calls, returning results, and generating final responses.
Comprehensive pricing comparison of 12 Chinese AI model APIs: DeepSeek/Kimi/Qwen/Doubao/GLM/MiMo/Kling/ERNIE/Hunyuan/iFlytek/MiniMax/Baichuan/Yi. Includes input/output/image/video full-dimension pricing tables and money-saving strategies.
DeepSeek R1 reasoning model in-depth tutorial: Chain-of-Thought (CoT) prompting, mathematical proofs, code debugging, logical reasoning. Includes hands-on comparison of DeepSeek V4-Pro thinking mode vs standalone R1 model.
Complete DeepSeek model fine-tuning tutorial: LoRA/QLoRA parameter-efficient fine-tuning, dataset construction, training configuration, model evaluation. Includes vLLM deployment of fine-tuned models with complete Python workflow.
ByteDance Doubao Seed 2.0 API complete developer guide. Covers Python SDK integration, TTS speech synthesis, image/video generation, and Agent mode with hands-on examples.
Comprehensive guide to ZhipuAI GLM-4.7/GLM-4.6V API: three calling methods, thinking mode, Function Calling, web search, vision understanding, video generation. Complete Python code examples.
Complete Kimi K2 File API tutorial: PDF/Word/Excel/PPT file upload, long-document Q&A, table structured extraction, batch document processing. Includes Moonshot platform 128K context hands-on code.
A complete Alibaba Cloud Bailian platform Qwen3.7 API tutorial. From obtaining an API Key to chat, streaming output, Function Calling, vision understanding, and code generation — all in one place.
Complete workflow for VS Code integrated with DeepSeek Coder: Continue.dev/Cline/Copilot configuration, AI-driven development for code completion/generation/refactoring/testing, context management tips.
Use the Qwen-VL model family for image analysis, OCR text extraction, chart interpretation, and multi-image comparison. Covers Qwen-VL-Max and Qwen-VL-Plus with complete async Python code examples.
Complete Xiaomi MiMo V2.5 Pro API tutorial: multiple access paths, thinking mode, long-text processing, Agent development. 1M context, Claude Sonnet-level coding ability, priced at 1/5 of GPT-5.5.
Alibaba Cloud Bailian Platform Agent development full tutorial: Qwen Agent creation, knowledge base configuration, plugin ecosystem, API integration, multi-Agent collaboration. Includes DingTalk bot and WeCom integration hands-on code.
10 real-world coding tasks benchmark DeepSeek V4-Pro vs GPT-5: Python/JS/Rust comparison covering algorithms, bug fixes, code review, API design, and performance optimization. Complete code and scores included.
Complete Moonshot AI Kimi K2.6 API integration guide. From obtaining an API Key to multimodal vision recognition, Function Calling, and Agent cluster usage, with code examples for every step.
Account registration, API key setup, first API call, streaming output, function calling — a complete DeepSeek V4 API tutorial for beginners. Every step includes runnable code examples.