Chinese LLM APIs for Enterprise Search: Qwen, Kimi, DeepSeek, MiniMax, and GLM

Enterprise search is a strong use case for Chinese LLM APIs, especially for companies with Chinese-language documents or APAC teams.

Model roles

• Qwen for general answer generation
• Kimi for long documents
• DeepSeek for reasoning over retrieved content
• MiniMax for conversational search
• GLM for enterprise Chinese workflows

Requirements

Enterprise search needs permissions, citations, document freshness, feedback loops, and audit logs.

Final thoughts

Chinese LLM APIs can improve enterprise search when grounded in retrieval and governed by access controls.