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Update app.py

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  1. app.py +50 -1
app.py CHANGED
@@ -1,4 +1,7 @@
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- from smolagents import CodeAgent,DuckDuckGoSearchTool, HfApiModel,load_tool,tool
 
 
 
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  import datetime
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  import requests
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  import pytz
@@ -34,6 +37,52 @@ def get_current_time_in_timezone(timezone: str) -> str:
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  return f"Error fetching time for timezone '{timezone}': {str(e)}"
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  final_answer = FinalAnswerTool()
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  # If the agent does not answer, the model is overloaded, please use another model or the following Hugging Face Endpoint that also contains qwen2.5 coder:
 
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+ # from smolagents import CodeAgent,DuckDuckGoSearchTool, HfApiModel,load_tool,tool
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+ # 변경 후 (로컬 실행용)
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+ from smolagents import CodeAgent, TransformersModel, load_tool, tool
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+
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  import datetime
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  import requests
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  import pytz
 
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  return f"Error fetching time for timezone '{timezone}': {str(e)}"
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+ final_answer = FinalAnswerTool()
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+
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+ # If the agent does not answer, the model is overloaded, please use another model or the following Hugging Face Endpoint that also contains qwen2.5 coder:
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+ # model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud'
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+
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+ # model = HfApiModel(
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+ # max_tokens=2096,
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+ # temperature=0.5,
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+ # model_id='Qwen/Qwen2.5-Coder-32B-Instruct',# it is possible that this model may be overloaded
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+ # custom_role_conversions=None,
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+ # )
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+
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+ model = TransformersModel(
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+ model_id="bigscience/bloomz-1b1",
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+ device_map="auto", # Colab GPU 자동 할당
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+ torch_dtype="auto", # 메모리 절약
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+ max_new_tokens=512, # (= max_tokens 별칭으로도 동작)
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+ temperature=0.7,
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+ )
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+
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+
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+ # Import tool from Hub
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+ image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)
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+
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+ with open("prompts.yaml", 'r') as stream:
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+ prompt_templates = yaml.safe_load(stream)
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+
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+ agent = CodeAgent(
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+ model=model,
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+ tools=[final_answer], ## add your tools here (don't remove final answer)
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+ max_steps=6,
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+ verbosity_level=1,
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+ # grammar=None,
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+ planning_interval=None,
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+ name=None,
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+ description=None,
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+ prompt_templates=prompt_templates
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+ )
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+
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+
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+ GradioUI(agent).launch()
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+ return f"The current local time in {timezone} is: {local_time}"
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+ except Exception as e:
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+ return f"Error fetching time for timezone '{timezone}': {str(e)}"
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+
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+
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  final_answer = FinalAnswerTool()
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  # If the agent does not answer, the model is overloaded, please use another model or the following Hugging Face Endpoint that also contains qwen2.5 coder: