Update app.py
Browse files
app.py
CHANGED
@@ -1,17 +1,18 @@
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from smolagents import CodeAgent, DuckDuckGoSearchTool, load_tool, tool, LiteLLMModel
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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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import os
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import tempfile
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from tools.final_answer import FinalAnswerTool
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from tools.visit_webpage import VisitWebpageTool
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from smolagents import GradioUI
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import gradio as gr
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import json
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import os
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from typing import Dict, List, Optional, Union, Any
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'''
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# Below is an example of a tool that does nothing. Amaze us with your creativity !
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arg2: the second argument
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"""
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return "What magic will you build ?"
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-
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@tool
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def get_current_time_in_timezone(timezone: str) -> str:
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"""A tool that fetches the current local time in a specified timezone.
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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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-
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'''
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@tool
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def create_document(text: str, format: str = "docx") -> str:
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"""Creates a document with the provided text and allows download.
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Args:
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text: The text content to write to the document
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format: The output format, either 'docx' or '
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"""
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try:
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import docx
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from docx.shared import Pt
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# Create a temp directory to store files
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temp_dir = tempfile.mkdtemp()
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style = doc.styles['Normal']
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font = style.font
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font.name = 'Calibri'
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font.size = Pt(11)
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# Add paragraphs from the input text
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# Split by newlines to maintain paragraph structure
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for paragraph in text.split('\n'):
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if paragraph.strip(): # Skip empty paragraphs
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doc.add_paragraph(paragraph)
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# Save the document
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docx_path = os.path.join(temp_dir, "generated_document.docx")
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doc.save(docx_path)
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# Convert to PDF if requested
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if format.lower() == "pdf":
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try:
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convert(docx_path, pdf_path)
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return pdf_path
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except ImportError:
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return f"
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except Exception as e:
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return f"Error creating document: {str(e)}"
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# Custom file download tool to help with file handling
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mime_types = {
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'.docx': 'application/vnd.openxmlformats-officedocument.wordprocessingml.document',
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'.pdf': 'application/pdf',
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}
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mime_type = mime_types.get(file_extension.lower(), 'application/octet-stream')
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final_answer = FinalAnswerTool()
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#web_search=DuckDuckGoSearchTool()
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visit_webpage=VisitWebpageTool()
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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 = LiteLLMModel(
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model_id="gemini/gemini-2.0-flash",
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api_key=os.getenv("GEMINI_KEY"),
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max_tokens=8192,
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temperature=0.7
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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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file_output = gr.File(label="Generated Document", visible=False)
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# Store the latest file path
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self._latest_file_path = None
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def respond(message, chat_history):
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agent_response = self.agent.run(message)
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chat_history.append((message, agent_response))
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# Check if response contains a file path
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import re
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file_paths = re.findall(r'File ready for download: .+ \((application/[\w.+-]+)\)', agent_response)
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show_download = False
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paths
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if paths:
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self._latest_file_path = paths[0]
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show_download = True
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return chat_history, gr.Button.update(visible=show_download), gr.File.update(visible=False)
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def prepare_download():
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if self._latest_file_path:
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return gr.File.update(value=self._latest_file_path, visible=True)
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return gr.File.update(visible=False)
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# Connect the components
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msg.submit(respond, [msg, chatbot], [chatbot, download_btn, file_output])
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download_btn.click(prepare_download, [], [file_output])
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gr.Markdown("Powered by smolagents and Qwen")
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return interface
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from smolagents import CodeAgent, DuckDuckGoSearchTool, load_tool, tool, LiteLLMModel
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import datetime
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import requests # Not used in the provided snippet directly, but often a common import
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import pytz # Used in the commented-out example tool
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import yaml
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import os
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import tempfile
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from tools.final_answer import FinalAnswerTool # Assuming this exists in ./tools/final_answer.py
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from tools.visit_webpage import VisitWebpageTool # Assuming this exists in ./tools/visit_webpage.py
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from smolagents import GradioUI
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import gradio as gr
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import json # Not used directly in the provided snippet, but can be common
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import os # os is imported twice, which is fine.
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from typing import Dict, List, Optional, Union, Any
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import re # Added for regex in Gradio UI if not already globally available
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'''
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# Below is an example of a tool that does nothing. Amaze us with your creativity !
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arg2: the second argument
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"""
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return "What magic will you build ?"
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@tool
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def get_current_time_in_timezone(timezone: str) -> str:
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"""A tool that fetches the current local time in a specified timezone.
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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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'''
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@tool
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def create_document(text: str, format: str = "docx") -> str:
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"""Creates a document with the provided text and allows download.
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Args:
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text: The text content to write to the document.
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format: The output format, either 'docx', 'pdf', or 'txt'.
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"""
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try:
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# Create a temp directory to store files
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temp_dir = tempfile.mkdtemp()
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if format.lower() == "txt":
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txt_path = os.path.join(temp_dir, "generated_document.txt")
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with open(txt_path, "w", encoding="utf-8") as f:
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f.write(text)
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return txt_path
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elif format.lower() in ["docx", "pdf"]:
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try:
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import docx
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from docx.shared import Pt
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except ImportError:
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return (f"ERROR: To create DOCX or PDF files, the 'python-docx' package is required. "
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f"Please install it (e.g., 'pip install python-docx'). "
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f"You can try creating a 'txt' file instead by specifying format='txt'.")
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# Create a new document
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doc = docx.Document()
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doc.add_heading('Generated Document', 0)
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style = doc.styles['Normal']
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font = style.font
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font.name = 'Calibri'
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font.size = Pt(11)
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for paragraph in text.split('\n'):
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if paragraph.strip(): # Skip empty paragraphs
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doc.add_paragraph(paragraph)
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docx_path = os.path.join(temp_dir, "generated_document.docx")
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doc.save(docx_path)
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if format.lower() == "pdf":
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try:
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from docx2pdf import convert
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pdf_path = os.path.join(temp_dir, "generated_document.pdf")
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convert(docx_path, pdf_path)
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# Optional: os.remove(docx_path) # If PDF is main target and DOCX is intermediate
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return pdf_path
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except ImportError:
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return (f"ERROR: PDF conversion requires the 'docx2pdf' package. "
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f"Please install it (e.g., 'pip install docx2pdf'). "
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f"Document saved as DOCX instead at: {docx_path}")
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except Exception as e_pdf:
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return f"Error converting DOCX to PDF: {str(e_pdf)}. Document saved as DOCX at: {docx_path}"
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return docx_path
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else:
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return f"Error: Unsupported format '{format}'. Supported formats are 'docx', 'pdf', 'txt'."
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except Exception as e:
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# Catch-all for other unexpected errors during file operations, etc.
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return f"Error creating document: {str(e)}"
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# Custom file download tool to help with file handling
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mime_types = {
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'.docx': 'application/vnd.openxmlformats-officedocument.wordprocessingml.document',
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'.pdf': 'application/pdf',
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'.txt': 'text/plain', # Added for .txt files
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}
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mime_type = mime_types.get(file_extension.lower(), 'application/octet-stream')
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final_answer = FinalAnswerTool()
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#web_search=DuckDuckGoSearchTool() # This was commented out in original, keeping it so
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visit_webpage=VisitWebpageTool()
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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 = LiteLLMModel(
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model_id="gemini/gemini-2.0-flash", # As per original, though gemini-1.5-flash-latest might be more common
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api_key=os.getenv("GEMINI_KEY"),
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max_tokens=8192,
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temperature=0.7
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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) # This tool is loaded but not added to the agent
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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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file_output = gr.File(label="Generated Document", visible=False)
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# Store the latest file path
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self._latest_file_path = None # Instance variable to store path between calls
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def respond(message, chat_history):
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agent_response = self.agent.run(message)
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chat_history.append((message, agent_response))
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show_download = False
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# Reset latest_file_path to ensure it's fresh for each response
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# self._latest_file_path = None # Actually, should be set if file is found
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# Look for generated file paths in the agent's response.
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# tempfile.mkdtemp() usually creates paths like /tmp/some_random_string/
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# The tool consistently names files "generated_document.ext"
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paths = re.findall(r'/tmp/[^/]+/generated_document\.(docx|pdf|txt)', agent_response)
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if paths:
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self._latest_file_path = paths[0] # Store the full path
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show_download = True
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else:
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self._latest_file_path = None # Clear if no path found in this response
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return chat_history, gr.Button.update(visible=show_download), gr.File.update(visible=False) # Keep file output hidden until download clicked
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def prepare_download():
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if self._latest_file_path and os.path.exists(self._latest_file_path):
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return gr.File.update(value=self._latest_file_path, visible=True)
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# Handle case where file might have been cleaned up or path is stale
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gr.Warning("File not available for download. It might have been temporary or an error occurred.")
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return gr.File.update(visible=False)
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# Connect the components
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msg.submit(respond, [msg, chatbot], [chatbot, download_btn, file_output])
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download_btn.click(prepare_download, [], [file_output])
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gr.Markdown("Powered by smolagents and Qwen") # Qwen is mentioned, perhaps the HF endpoint uses it.
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return interface
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# Ensure this conditional execution if the script can also be imported
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if __name__ == "__main__":
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# Note: The original script had GradioUI(agent).launch() directly.
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# Using the custom UI:
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CustomGradioUI(agent).launch()
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