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Z.ai: GLM 4.6VVision. Code. Action.

Try Z.ai: GLM 4.6VAPI Documentation

Multimodal Intelligence Meets Execution

Native Function Calling

Images as Tool Inputs

Pass screenshots and documents directly to functions without text conversion or preprocessing steps.

Extended Context

128K Token Window

Process 150+ page documents or hour-long videos in a single inference pass for complex reasoning.

Design-to-Code

Pixel-Accurate HTML Generation

Convert UI mockups and screenshots into clean, production-ready code with natural language edits.

Examples

See what Z.ai: GLM 4.6V can create

Copy any prompt below and try it yourself in the playground.

Website Cloning

“Analyze this screenshot of a modern SaaS landing page. Extract the layout structure, component hierarchy, color scheme, and typography. Generate semantic HTML5 and Tailwind CSS that recreates the design pixel-perfectly.”

Document Analysis

“Review this 50-page technical specification document with charts, tables, and diagrams. Extract key requirements, identify dependencies, and generate a structured JSON summary with sections, metrics, and implementation notes.”

UI Modification

“Here's a dashboard screenshot. Move the navigation menu from left to top, increase button padding by 8px, and change the primary color from blue to teal. Generate the updated CSS and HTML.”

Sketch to Component

“Convert this hand-drawn wireframe sketch into a React component. Infer the intended layout, add semantic structure, include placeholder content, and style with modern CSS for desktop and mobile viewports.”

For Developers

A few lines of code.
Screenshots to production code.

ModelsLab handles the infrastructure: fast inference, auto-scaling, and a developer-friendly API. No GPU management needed.

  • Serverless: scales to zero, scales to millions
  • Pay per token, no minimums
  • Python and JavaScript SDKs, plus REST API
API Documentation 
import requests


response = requests.post(
    "https://modelslab.com/api/v7/llm/chat/completions",
    json={
  "key": "YOUR_API_KEY",
  "prompt": "",
  "model_id": ""
}
)
print(response.json())

FAQ

Common questions about Z.ai: GLM 4.6V

Read the docs

GLM-4.6V is the first multimodal model with native function calling, allowing images to be passed directly as tool inputs. This bridges visual perception and executable action in a single workflow, eliminating the need for intermediate text conversion.

Yes. With a 128K token context window, it processes 150+ page documents or hour-long videos in one pass, understanding text, layout, charts, tables, and figures jointly without prior conversion.

GLM-4.6V reconstructs pixel-accurate HTML and CSS from UI screenshots, detecting layouts, components, and styles visually. It supports iterative natural-language edits for refinement.

GLM-4.6V (106B) is optimized for cloud and high-performance clusters. GLM-4.6V-Flash (9B) is lightweight, designed for local deployment and low-latency applications.

Yes. GLM-4.6V integrates native function calling with advanced reasoning, making it suitable for multi-step agentic tasks, search-based workflows, and tool-driven applications.

GLM-4.6V achieves performance among open-source models on MMBench, MathVista, OCRBench, and other multimodal benchmarks, excelling in visual understanding, logical reasoning, and long-context comprehension.

Ready to create?

Start generating with Z.ai: GLM 4.6V on ModelsLab.

Try Z.ai: GLM 4.6VAPI Documentation