Planet_Distance_Agent
Browse filesThis agent gives the distance from earth to any planet in the solar system. Just give the name of a planet and the system will browse the web to give you the real-time distance from this planet.
app.py
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from smolagents import CodeAgent,DuckDuckGoSearchTool, HfApiModel,load_tool,tool
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import
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import requests
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import pytz
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import yaml
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from tools.final_answer import FinalAnswerTool
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from Gradio_UI import GradioUI
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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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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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# model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud'
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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'
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custom_role_conversions=None,
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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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with open("prompts.yaml", 'r') as stream:
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prompt_templates = yaml.safe_load(stream)
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agent = CodeAgent(
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model=model,
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tools=[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=
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description=
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prompt_templates=prompt_templates
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)
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GradioUI(agent).launch()
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from smolagents import CodeAgent, DuckDuckGoSearchTool, HfApiModel, load_tool, tool
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import re
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import yaml
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from tools.final_answer import FinalAnswerTool
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from Gradio_UI import GradioUI
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@tool
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def get_distance_to_planet(planet: str) -> str:
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"""A tool that fetches the distance (in kilometers) from Earth to a given planet using an online lookup.
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Args:
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planet: Name of the planet in the solar system.
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"""
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try:
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# Build a query to search for the distance information.
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query = f"distance from Earth to {planet} in km"
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# Use the DuckDuckGoSearchTool to perform the search.
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search_results = DuckDuckGoSearchTool.run(query=query)
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# Use a regex to extract a number (which may include commas or decimals) followed by 'km'
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match = re.search(r'([\d,\.]+)\s*km', search_results)
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if match:
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distance = match.group(1)
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return f"The distance from Earth to {planet} is approximately {distance} km."
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else:
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return f"Unable to extract the distance for {planet} from the search results."
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except Exception as e:
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return f"Error fetching the distance to {planet}: {str(e)}"
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final_answer = FinalAnswerTool()
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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',
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custom_role_conversions=None,
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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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agent = CodeAgent(
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model=model,
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tools=[final_answer, get_distance_to_planet],
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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="Planet_Distance_Agent",
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description="Agent that provides the distance from Earth to any planet in the solar system using a web search.",
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prompt_templates=prompt_templates
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)
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GradioUI(agent).launch()
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