GLM 4.7 API - 開発者向け完全ガイド

GLM 4.7 APIをアプリケーションに統合するために必要な全情報。基本設定から高度な機能、料金比較、コード例まで。

What is GLM 4.7 API?

The GLM 4.7 API (also known as GLM-4.7 API) is the latest generation API from Zhipu AI (智谱AI), providing access to the powerful GLM-4.7 language model. This API enables developers to integrate state-of-the-art AI capabilities into their applications with minimal effort.

GLM-4.7 represents a significant advancement in Chinese-English bilingual language models, combining advanced reasoning capabilities with exceptional performance across multiple benchmarks. The model excels in natural language understanding, code generation, mathematical reasoning, and long-context processing.

Key Benchmarks

  • MMLU: 85.2% - Superior general knowledge understanding
  • HumanEval: 78.5% - Industry-leading code generation
  • GSM8K: 91.3% - Advanced mathematical reasoning
  • C-Eval: 88.7% - Top-tier Chinese language comprehension

GLM 4.7 API Features

The GLM-4.7 API offers a comprehensive set of features designed for modern AI applications:

🧠 Advanced Reasoning

Chain-of-thought reasoning capabilities enable the model to solve complex problems by breaking them down into logical steps, similar to human problem-solving approaches.

💻 Superior Coding

Generate production-ready code in Python, JavaScript, Java, C++, and more. Supports code explanation, debugging, and optimization across multiple programming languages.

🌐 Multilingual Support

Native support for Chinese and English with high-quality translations. Also handles Japanese, Korean, German, French, and other major languages.

📚 128K Context Window

Process up to 128,000 tokens in a single request - equivalent to approximately 200 pages of text. Perfect for analyzing long documents, codebases, or conversations.

Additional Capabilities

  • Function Calling: Native tool integration for web search, database queries, and custom APIs
  • Streaming Responses: Real-time token-by-token output for responsive user experiences
  • Low Latency: Optimized inference engine delivers responses in under 2 seconds for typical queries
  • High Throughput: Handles concurrent requests efficiently for production workloads

How to Access GLM 4.7 API

There are two main ways to access the GLM-4.7 API:

Option 1: Official Zhipu AI Platform

  1. Visit open.bigmodel.cn
  2. Register for an account and complete verification
  3. Navigate to the API Keys section in your dashboard
  4. Generate a new API key
  5. Start making API calls (pay full official pricing)

Option 2: Our Proxy Service (Recommended - 40% Off)

Save 60% on API Costs

Get full access to the GLM 4.7 API at only 40% of official pricing. Our proxy service is fully compatible with the official API - just change the base URL and start saving.

  • ✓ Same API interface - no code changes required
  • ✓ Enterprise-grade reliability with 99.9% uptime SLA
  • ✓ 24/7 technical support in Chinese and English
  • ✓ No hidden fees - transparent pay-as-you-go pricing
  • ✓ Easy migration from official API in under 5 minutes

GLM 4.7 API Pricing Comparison

Understanding the pricing structure is crucial for budgeting your AI applications. Here's a detailed comparison between official pricing and our proxy service:

ModelOfficial PriceOur Price (40% off)You Save
GLM-4-Air¥0.001/1K tokens¥0.0004/1K tokens60%
GLM-4-Plus¥0.05/1K tokens¥0.02/1K tokens60%
GLM-4-Long¥0.01/1K tokens¥0.004/1K tokens60%

💡 Cost Example

Processing 10 million tokens with GLM-4-Plus costs ¥500 officially, but only ¥200 with our service - saving you ¥300 per 10M tokens.

For complete pricing details across all GLM models including GLM-4V, CogView, and CogVideoX, visit our comprehensive pricing page.

GLM 4.7 API Code Example

Here's a simple Python example to get started with the GLM-4.7 API:

import requests
import json

# Using our proxy service (40% off)
API_URL = "https://api.glm-api.org/v1/chat/completions"
API_KEY = "your-api-key-here"

def call_glm_api(prompt):
    headers = {
        "Authorization": f"Bearer {API_KEY}",
        "Content-Type": "application/json"
    }

    data = {
        "model": "glm-4-plus",  # or glm-4-air, glm-4-long
        "messages": [
            {
                "role": "user",
                "content": prompt
            }
        ],
        "temperature": 0.7,
        "max_tokens": 2000,
        "stream": False
    }

    response = requests.post(API_URL, headers=headers, json=data)
    result = response.json()

    return result['choices'][0]['message']['content']

# Example usage
prompt = "Explain quantum computing in simple terms"
answer = call_glm_api(prompt)
print(answer)

Streaming Response Example

For real-time responses in chatbots or interactive applications:

import requests

def call_glm_stream(prompt):
    headers = {
        "Authorization": f"Bearer {API_KEY}",
        "Content-Type": "application/json"
    }

    data = {
        "model": "glm-4-plus",
        "messages": [{"role": "user", "content": prompt}],
        "stream": True  # Enable streaming
    }

    response = requests.post(API_URL, headers=headers, json=data, stream=True)

    for line in response.iter_lines():
        if line:
            # Process each chunk as it arrives
            chunk = line.decode('utf-8')
            if chunk.startswith('data: '):
                print(chunk[6:], end='', flush=True)

# Real-time streaming output
call_glm_stream("Write a Python function to sort a list")

For more detailed integration guides, check our official documentation.

GLM 4.7 vs Competitors

How does the GLM-4.7 API stack up against other popular AI models?

FeatureGLM-4.7GPT-4Claude 3
Context Window128K tokens128K tokens200K tokens
Chinese Support★★★★★★★★☆☆★★★★☆
Code Generation★★★★★★★★★★★★★★☆
Pricing (per 1M tokens)$2.80 (ours)$30.00$15.00
Response SpeedFastMediumFast

✅ GLM-4.7 Advantages

  • • Best-in-class Chinese language understanding
  • • Significantly lower pricing (especially with our 40% discount)
  • • Excellent code generation capabilities
  • • Fast inference speed
  • • Native function calling support

⚠️ Considerations

  • • Smaller context window than Claude (but sufficient for most use cases)
  • • Less established ecosystem compared to OpenAI
  • • Newer model with growing adoption

Bottom line: For applications requiring Chinese language support or cost-effective AI integration, GLM-4.7 API offers exceptional value. It competes directly with GPT-4 in code generation while being 10x cheaper.

Related Resources

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