83 lines
No EOL
3 KiB
Python
83 lines
No EOL
3 KiB
Python
import os
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import time
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from zai import ZaiClient
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def stream_web_search_example():
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print("=== GLM-4 Streaming Web Search Example ===")
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tools = [{
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"type": "web_search",
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"web_search": {
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"enable": "True",
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"search_engine": "search_pro",
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"search_result": "True",
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"search_prompt": "You are a financial analyst. Please concisely summarize the key information from the web search: {{search_result}}, rank by importance and mark the source date. The current date is April 11, 2025.",
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"count": "5",
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"search_domain_filter": "www.sohu.com",
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"search_recency_filter": "noLimit",
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"content_size": "high"
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}
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}]
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messages = [{
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"role": "user",
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"content": "Major financial events, policy changes, and market data in April 2025."
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}]
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client = ZaiClient()
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response = client.chat.completions.create(
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model="glm-4-air",
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messages=messages,
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tools=tools,
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stream=True
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)
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for chunk in response:
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print(chunk.choices[0].delta)
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def sync_example():
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print("=== GLM-4 Synchronous Example ===")
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client = ZaiClient()
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response = client.chat.completions.create(
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model="glm-4-plus",
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messages=[
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{"role": "system", "content": "You are a helpful assistant who provides professional, accurate, and insightful advice."},
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{"role": "user", "content": "I'm very interested in the planets of the solar system, especially Saturn. Please provide basic information about Saturn, including its size, composition, ring system, and any unique astronomical phenomena."},
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]
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)
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print(response)
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def async_example():
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print("=== GLM-4 Async Example ===")
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client = ZaiClient()
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response = client.chat.asyncCompletions.create(
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model="glm-4-plus",
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messages=[
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{
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"role": "user",
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"content": "As the king of fairy tales, please write a short fairy tale with the theme of always keeping a kind heart. The story should inspire children's interest in learning and imagination, and help them better understand and accept the morals and values contained in the story."
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}
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],
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)
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print(response)
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return response.id
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def async_result_example(task_id):
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print("=== GLM-4 Async Result Polling Example ===")
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task_status = ''
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get_cnt = 0
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client = ZaiClient()
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while task_status != 'SUCCESS' and task_status != 'FAILED' and get_cnt <= 40:
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result_response = client.chat.asyncCompletions.retrieve_completion_result(id=task_id)
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print(result_response)
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task_status = getattr(result_response, 'task_status', None)
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time.sleep(2)
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get_cnt += 1
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def main():
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stream_web_search_example()
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print("\n" + "="*50 + "\n")
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sync_example()
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print("\n" + "="*50 + "\n")
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task_id = async_example()
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print("\n" + "="*50 + "\n")
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async_result_example(task_id)
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if __name__ == "__main__":
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main() |