from openai import OpenAI client = OpenAI( base_url="https://api.naga.ac/v1", api_key="YOUR_API_KEY", ) resp = client.chat.completions.create( model="glm-5.3-flash", messages=[ {"role": "user", "content": "What's 2+2?"} ], temperature=0.2, ) print(resp.choices[0].message.content)
GLM-5.3-Flash is a native multimodal model from Z.ai. It is suited for efficient coding and long-horizon agent tasks. Its hybrid sparse and linear attention architecture maintains accurate long-context behavior while reducing compute overhead.