BestHub
Sign in
Laravel Tech Community
Laravel Tech Community
Mar 23, 2026 · Backend Development

How to Seamlessly Connect Chinese LLMs to Laravel AI SDK

This guide explains how to integrate domestic large language models such as Qwen, Hunyuan, and DeepSeek with Laravel AI SDK by configuring custom base URLs and API keys, providing step‑by‑step installation, model configuration, sample code, and a unified service class for backend applications.

AI integrationChinese LLMsCode examples
0 likes · 15 min read
How to Seamlessly Connect Chinese LLMs to Laravel AI SDK
Data Party THU
Data Party THU
Mar 2, 2026 · Artificial Intelligence

How ReLE Redefines Chinese LLM Evaluation and Reveals Capability Anisotropy

The ReLE framework introduces a dynamic, variance‑aware evaluation system that diagnoses capability anisotropy across 304 Chinese large language models, exposing ranking instability, commercial‑vs‑open‑source gaps, and format barriers while cutting evaluation cost by 70%.

AI assessmentCapability anisotropyChinese LLMs
0 likes · 9 min read
How ReLE Redefines Chinese LLM Evaluation and Reveals Capability Anisotropy