From zero basics to advanced practice, truly master Chinese AI tools through code. All tutorials tested and verified against June 2026 API versions.
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.
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 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.
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.
深度实测中国排名前十的 AI 大模型，覆盖编程、长文本、多模态、中文写作、性价比五大维度。读完就知道每个模型该用来做什么。
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.
Complete Baichuan 4 API tutorial: vertical-industry models, Baichuan-M1 reasoning, finance/healthcare applications, OpenAI-compatible calling. Includes industry knowledge base integration.
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.
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.
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.
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.
Complete tutorial for Baidu ERNIE 4.5 API: Python SDK calls, Function Calling, plugin system, search augmentation, and enterprise deployment. Full hands-on code for the Qianfan platform.
Complete Tencent Hunyuan LLM API tutorial: Python SDK, OpenAI compatibility mode, Function Calling, WeChat Mini Program integration. Covers Hunyuan Turbo/Lite model selection and cost optimization.
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 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.
Complete MiniMax (Xiyu Technology) API tutorial: Python SDK calls, ChatCompletion Pro, speech synthesis TTS, video generation. Covers MiniMax-Text-01 and Speech-02 model hands-on 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 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.
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 SenseTime SenseNova large model API tutorial: SenseChat conversation, multimodal understanding, code generation, and function calling. Covers both Python SDK and REST API calling methods.
Complete iFlytek Spark large model API tutorial: Spark 4.0 Python calling, speech recognition/synthesis, image understanding, Function Calling. Covers the full Spark Pro/Max/Ultra model lineup.
Complete Step-2 API tutorial from StepFun: comprehensive coverage of text, multimodal, and function calling. Includes complete calling code for Step-2-16K text model, Step-1V vision model, and Step-Audio speech model.
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 01.AI Yi series API tutorial: Yi-Large-Turbo (512K context), Yi-Vision multimodal, Yi-Coder programming assistant, OpenAI-compatible calling. Includes practical code for mixed Chinese-English scenarios.
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.
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.