Chinese LLM APIs for Document Extraction: Forms, Contracts, PDFs, and Tables
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Chinese LLMDocument ExtractionKimiQwenStructured Output
Document extraction is a high-value use case for Chinese LLM APIs, especially when documents are Chinese or bilingual.
Model roles
- Kimi for long documents
- Qwen for general extraction
- DeepSeek for reasoning-heavy validation
- GLM for enterprise workflows
- MiniMax for conversational review
Validation
Use schemas and business rules before saving extracted data.
Final thoughts
Chinese LLM APIs can improve document extraction when paired with parsing, schemas, validation, and human review for high-risk data.