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import yaml |
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import spaces |
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import os |
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from smolagents import GradioUI, CodeAgent, TransformersModel |
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CURRENT_DIR = os.path.dirname(os.path.abspath(__file__)) |
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from tools.get_coordinates import SimpleTool as GetCoordinates |
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from tools.get_current_weather import SimpleTool as GetCurrentWeather |
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from tools.final_answer import FinalAnswerTool as FinalAnswer |
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get_coordinates = GetCoordinates() |
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get_current_weather = GetCurrentWeather() |
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final_answer = FinalAnswer() |
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with open(os.path.join(CURRENT_DIR, "prompts.yaml"), 'r') as stream: |
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prompt_templates = yaml.safe_load(stream) |
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@spaces.GPU |
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def call_agent(): |
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model = TransformersModel( |
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max_new_tokens=1000, |
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model_id='Qwen/Qwen2.5-Coder-3B-Instruct', |
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) |
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agent_get_weather_agent = CodeAgent( |
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model=model, |
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tools=[get_coordinates, get_current_weather], |
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managed_agents=[], |
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max_steps=20, |
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verbosity_level=2, |
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grammar=None, |
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planning_interval=None, |
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name='get_weather_agent', |
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description=None, |
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executor_type='local', |
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executor_kwargs={}, |
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max_print_outputs_length=None, |
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prompt_templates=prompt_templates |
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) |
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GradioUI(agent_get_weather_agent).launch() |
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if __name__ == "__main__": |
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call_agent() |
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