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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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@tool |
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def generate_blog_outline(topic: str) -> str: |
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"""Creates a structured outline for a blog post |
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Args: |
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topic: The main topic for the blog post |
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""" |
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return "Outline generated based on: " + topic |
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@tool |
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def suggest_blog_topics(main_theme: str) -> str: |
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"""Suggests related blog topics based on a theme |
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Args: |
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main_theme: The primary theme or area of interest |
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""" |
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return "Related topics for: " + main_theme |
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@tool |
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def get_current_time_in_timezone(timezone: str) -> str: |
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"""Fetches current local time in specified timezone |
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Args: |
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timezone: 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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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=[ |
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final_answer, |
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generate_blog_outline, |
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suggest_blog_topics, |
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get_current_time_in_timezone |
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], |
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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="BlogAssistant", |
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description="An agent that helps with blog writing and content planning" |
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) |
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GradioUI(agent).launch() |