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Update app.py
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app.py
CHANGED
@@ -1,13 +1,13 @@
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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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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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# 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 web_researcher(query: str, max_results: int = 3) -> str:
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"""A tool that performs web research using DuckDuckGo search.
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@@ -29,6 +29,7 @@ def web_researcher(query: str, max_results: int = 3) -> str:
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f"Title: {result.get('title', 'No title')}\n"
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f"URL: {result.get('link', 'No URL')}\n"
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f"Snippet: {result.get('snippet', 'No description')}\n"
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)
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return "\n".join(formatted_results)
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except Exception as e:
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@@ -41,15 +42,12 @@ def get_current_time_in_timezone(timezone: str) -> str:
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timezone: A string representing a valid timezone (e.g., 'America/New_York').
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"""
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try:
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# Create timezone object
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tz = pytz.timezone(timezone)
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# Get current time in that timezone
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local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S")
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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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# Custom Final Answer Processor
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class CustomFinalAnswerTool:
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def __init__(self):
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@@ -77,28 +75,23 @@ class CustomFinalAnswerTool:
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except Exception as e:
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return f"Image processing error: {str(e)}"
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# final_answer = FinalAnswerTool()
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final_answer = CustomFinalAnswerTool()
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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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# 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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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, web_researcher, get_current_time_in_timezone, image_generation_tool],
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max_steps=10,
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verbosity_level=1,
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grammar=None,
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@@ -116,6 +109,4 @@ class CustomGradioUI(GradioUI):
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return final_answer
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return super().process_final_answer(final_answer)
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CustomGradioUI(agent).launch()
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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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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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from PIL import Image
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import io
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@tool
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def web_researcher(query: str, max_results: int = 3) -> str:
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"""A tool that performs web research using DuckDuckGo search.
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f"Title: {result.get('title', 'No title')}\n"
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f"URL: {result.get('link', 'No URL')}\n"
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f"Snippet: {result.get('snippet', 'No description')}\n"
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f"{'-'*50}"
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)
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return "\n".join(formatted_results)
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except Exception as e:
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timezone: A string representing a valid timezone (e.g., 'America/New_York').
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"""
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try:
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tz = pytz.timezone(timezone)
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local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S")
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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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# Custom Final Answer Processor
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class CustomFinalAnswerTool:
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def __init__(self):
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except Exception as e:
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return f"Image processing error: {str(e)}"
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# Initialize tools
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final_answer = CustomFinalAnswerTool()
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image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)
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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.tool, web_researcher, get_current_time_in_timezone, image_generation_tool],
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max_steps=10,
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verbosity_level=1,
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grammar=None,
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return final_answer
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return super().process_final_answer(final_answer)
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CustomGradioUI(agent).launch()
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