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Update metagpt/ext/spo/utils/llm_client.py
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metagpt/ext/spo/utils/llm_client.py
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@@ -33,9 +33,9 @@ class SPO_LLM:
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raise ValueError("'model' parameter is required")
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try:
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model_config = ModelsConfig.default().get(
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if model_config is None:
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raise ValueError(f"Model
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config = model_config.model_copy()
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@@ -83,25 +83,3 @@ def extract_content(xml_string: str, tag: str) -> Optional[str]:
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return match.group(1).strip() if match else None
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async def main():
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# test LLM
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SPO_LLM.initialize(
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optimize_kwargs={"model": "gpt-4o", "temperature": 0.7},
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evaluate_kwargs={"model": "gpt-4o-mini", "temperature": 0.3},
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execute_kwargs={"model": "gpt-4o-mini", "temperature": 0.3},
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)
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llm = SPO_LLM.get_instance()
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# test messages
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hello_msg = [{"role": "user", "content": "hello"}]
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response = await llm.responser(request_type=RequestType.EXECUTE, messages=hello_msg)
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logger(f"AI: {response}")
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response = await llm.responser(request_type=RequestType.OPTIMIZE, messages=hello_msg)
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logger(f"AI: {response}")
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response = await llm.responser(request_type=RequestType.EVALUATE, messages=hello_msg)
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logger(f"AI: {response}")
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if __name__ == "__main__":
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asyncio.run(main())
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raise ValueError("'model' parameter is required")
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try:
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model_config = ModelsConfig.default().get("gpt-4o-mini")
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if model_config is None:
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raise ValueError(f"Model gpt-4o-mini not found in configuration")
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config = model_config.model_copy()
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return match.group(1).strip() if match else None
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