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Update app.py
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app.py
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@@ -1,4 +1,4 @@
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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
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@@ -7,10 +7,9 @@ from tools.final_answer import FinalAnswerTool
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from Gradio_UI import GradioUI
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# Below is an example of a tool that does nothing. Amaze us with your creativity
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@tool
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def my_custom_tool(arg1:str, arg2:int)-> str:
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#Keep this format for the description / args / args description but feel free to modify the tool
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"""A tool that does nothing yet
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Args:
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arg1: the first argument
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@@ -32,38 +31,50 @@ def get_current_time_in_timezone(timezone: str) -> str:
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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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#
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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=None,
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description=None,
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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 datetime
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import requests
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import pytz
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from Gradio_UI import GradioUI
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# Below is an example of a tool that does nothing. Amaze us with your creativity!
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@tool
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def my_custom_tool(arg1: str, arg2: int) -> str:
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"""A tool that does nothing yet
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Args:
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arg1: the first argument
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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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@tool
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def get_search_result(quer:str)->str:
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"""A tool that fetches the search result upon giving the query.
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Args:
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quer:A String representing a valid set of characters to search .(e.g.,'what is a swat team?')
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"""
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duckduckgotool=DuckDuckGoSearchTool(quer)
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return duckduckgotool
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# Initialize the final answer tool
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final_answer = FinalAnswerTool()
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# Configure the language model using Hugging Face API
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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 the image generation 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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# Optionally, if you need a search tool, you could also add the DuckDuckGoSearchTool:
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# duckduckgo_search_tool = DuckDuckGoSearchTool()
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# Load system prompt templates from a YAML file
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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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# Create the CodeAgent with all available tools.
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# It is important to keep final_answer as part of the tools.
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agent = CodeAgent(
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model=model,
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tools=[final_answer, my_custom_tool, get_current_time_in_timezone, image_generation_tool,get_search_result],
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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 # Pass system prompt to CodeAgent
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)
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# Launch the Gradio-based user interface for interactive use
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GradioUI(agent).launch()
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