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Update app.py
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app.py
CHANGED
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@@ -7,6 +7,100 @@ 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: #it's import to specify the return type
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@@ -55,7 +149,8 @@ with open("prompts.yaml", 'r') as 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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from Gradio_UI import GradioUI
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from typing import List
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from bs4 import BeautifulSoup
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import requests
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from smolagent import tool
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@tool
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def scrape_images_from_url(url: str) -> List[str]:
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"""Scrapes image URLs from a given webpage.
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Args:
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url: The webpage URL to scrape from.
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Returns:
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A list of image source URLs found on the page.
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"""
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try:
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response = requests.get(url)
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soup = BeautifulSoup(response.content, "html.parser")
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images = [img['src'] for img in soup.find_all('img') if img.get('src')]
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return images
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except Exception as e:
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return [f"Error: {str(e)}"]
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@tool
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def scrape_video_links_from_url(url: str) -> List[str]:
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"""Extracts video links from a webpage.
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Args:
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url: The URL to extract video tags or embeds from.
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Returns:
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A list of video or embedded video URLs.
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"""
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try:
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response = requests.get(url)
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soup = BeautifulSoup(response.content, "html.parser")
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video_sources = []
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for video in soup.find_all('video'):
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for source in video.find_all('source'):
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if source.get('src'):
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video_sources.append(source['src'])
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for iframe in soup.find_all('iframe'):
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src = iframe.get('src')
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if "youtube" in src or "vimeo" in src:
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video_sources.append(src)
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return video_sources
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except Exception as e:
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return [f"Error: {str(e)}"]
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@tool
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def scrape_text_content(url: str) -> str:
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"""Scrapes main textual content from a webpage.
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Args:
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url: The URL to extract content from.
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Returns:
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A string of readable text from the webpage.
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"""
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try:
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response = requests.get(url)
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soup = BeautifulSoup(response.content, "html.parser")
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# Remove unwanted elements
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for tag in soup(["script", "style", "noscript"]):
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tag.decompose()
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text = soup.get_text(separator=' ', strip=True)
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return text[:2000] + "..." if len(text) > 2000 else text
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except Exception as e:
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return f"Error: {str(e)}"
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@tool
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def download_file_from_url(file_url: str, save_as: str) -> str:
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"""Downloads a file from a given URL and saves it locally.
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Args:
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file_url: Direct link to the file (image/video/pdf etc.)
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save_as: Filename to save it as (e.g., "image1.jpg")
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Returns:
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A string indicating success or error.
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"""
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try:
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r = requests.get(file_url)
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with open(save_as, "wb") as f:
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f.write(r.content)
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return f"Downloaded successfully as {save_as}"
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except Exception as e:
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return f"Download failed: {str(e)}"
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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: #it's import to specify the return type
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agent = CodeAgent(
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model=model,
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tools=[final_answer,image_generation_tool, get_current_time_in_timezone,
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download_file_from_url, scrape_text_content, scrape_video_links_from_url, scrape_images_from_url], ## add your tools here (don't remove 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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